import os
import pandas
import pandas_profiling
import pandas as pd
from rdkit import Chem
from rdkit import RDConfig
from rdkit.Chem import rdBase
from rdkit.Chem import Descriptors
from rdkit.Chem.Descriptors import _descList
from rdkit.ML.Descriptors import MoleculeDescriptors
print(rdBase.rdkitVersion)
datadir = os.path.join( RDConfig.RDDocsDir, "Book/data/cdk2.sdf" )
2018.03.1
mols = [mol for mol in Chem.SDMolSupplier(datadir) if mol != None]
desc_name = [desc[0] for desc in _descList]
calc = MoleculeDescriptors.MolecularDescriptorCalculator(desc_name)
descs_list = [calc.CalcDescriptors(mol) for mol in mols]
print(len(descs_list))
print(len(descs_list[0]))
47 200
data = {}
for name in desc_name:
data[name] = []
for descs in descs_list:
for i, desc in enumerate(descs):
data[desc_name[i]].append(desc)
df = pd.DataFrame(data)
print(df.shape)
(47, 200)
pandas_profiling.ProfileReport(df)
Dataset info
Number of variables | 200 |
---|---|
Number of observations | 47 |
Total Missing (%) | 0.0% |
Total size in memory | 73.5 KiB |
Average record size in memory | 1.6 KiB |
Variables types
Numeric | 88 |
---|---|
Categorical | 0 |
Boolean | 30 |
Date | 0 |
Text (Unique) | 0 |
Rejected | 82 |
Unsupported | 0 |
Warnings
Chi0n
is highly correlated with Chi0
(ρ = 0.95439) RejectedChi0v
is highly correlated with Chi0n
(ρ = 0.97055) RejectedChi1
is highly correlated with Chi0v
(ρ = 0.96555) RejectedChi1n
is highly correlated with Chi1
(ρ = 0.93096) RejectedChi1v
is highly correlated with Chi1
(ρ = 0.92115) RejectedChi2n
is highly correlated with Chi1n
(ρ = 0.9855) RejectedChi2v
is highly correlated with Chi1v
(ρ = 0.98354) RejectedChi3n
is highly correlated with Chi2n
(ρ = 0.96028) RejectedChi3v
is highly correlated with Chi2v
(ρ = 0.96444) RejectedChi4n
is highly correlated with Chi3n
(ρ = 0.97588) RejectedChi4v
is highly correlated with Chi3v
(ρ = 0.97064) RejectedEState_VSA1
has 23 / 48.9% zeros ZerosEState_VSA10
has 8 / 17.0% zeros ZerosEState_VSA11
has constant value 0 RejectedEState_VSA2
has 4 / 8.5% zeros ZerosEState_VSA4
has 7 / 14.9% zeros ZerosEState_VSA5
has 9 / 19.1% zeros ZerosEState_VSA6
has 8 / 17.0% zeros ZerosEState_VSA7
has 14 / 29.8% zeros ZerosEState_VSA8
has 1 / 2.1% zeros ZerosEState_VSA9
has 12 / 25.5% zeros ZerosExactMolWt
is highly correlated with Chi2v
(ρ = 0.91876) RejectedFpDensityMorgan2
is highly correlated with FpDensityMorgan1
(ρ = 0.94207) RejectedFpDensityMorgan3
is highly correlated with FpDensityMorgan2
(ρ = 0.95303) RejectedFractionCSP3
has 7 / 14.9% zeros ZerosHeavyAtomCount
is highly correlated with ExactMolWt
(ρ = 0.95542) RejectedHeavyAtomMolWt
is highly correlated with HeavyAtomCount
(ρ = 0.93953) RejectedKappa1
is highly correlated with HeavyAtomMolWt
(ρ = 0.92616) RejectedKappa2
is highly correlated with Kappa1
(ρ = 0.92852) RejectedKappa3
is highly correlated with Kappa2
(ρ = 0.93825) RejectedLabuteASA
is highly correlated with Kappa1
(ρ = 0.9632) RejectedMaxEStateIndex
is highly correlated with MaxAbsEStateIndex
(ρ = 1) RejectedMinAbsPartialCharge
is highly correlated with MaxPartialCharge
(ρ = 1) RejectedMolMR
is highly correlated with LabuteASA
(ρ = 0.99153) RejectedMolWt
is highly correlated with MolMR
(ρ = 0.94531) RejectedNumAliphaticCarbocycles
has 34 / 72.3% zeros ZerosNumAliphaticHeterocycles
has 26 / 55.3% zeros ZerosNumAliphaticRings
has 14 / 29.8% zeros ZerosNumAromaticCarbocycles
has 9 / 19.1% zeros ZerosNumAromaticHeterocycles
has 5 / 10.6% zeros ZerosNumRadicalElectrons
has constant value 0 RejectedNumSaturatedCarbocycles
has 40 / 85.1% zeros ZerosNumSaturatedRings
has 33 / 70.2% zeros ZerosNumValenceElectrons
is highly correlated with MolWt
(ρ = 0.94986) RejectedPEOE_VSA10
has 20 / 42.6% zeros ZerosPEOE_VSA11
has 14 / 29.8% zeros ZerosPEOE_VSA12
has 16 / 34.0% zeros ZerosPEOE_VSA13
has 28 / 59.6% zeros ZerosPEOE_VSA14
has 41 / 87.2% zeros ZerosPEOE_VSA2
has 14 / 29.8% zeros ZerosPEOE_VSA3
has 7 / 14.9% zeros ZerosPEOE_VSA4
has 18 / 38.3% zeros ZerosPEOE_VSA5
has 37 / 78.7% zeros ZerosPEOE_VSA6
has 10 / 21.3% zeros ZerosPEOE_VSA7
has 2 / 4.3% zeros ZerosPEOE_VSA8
has 4 / 8.5% zeros ZerosSMR_VSA1
has 1 / 2.1% zeros ZerosSMR_VSA3
has 4 / 8.5% zeros ZerosSMR_VSA4
has 26 / 55.3% zeros ZerosSMR_VSA5
has 6 / 12.8% zeros ZerosSMR_VSA6
has 1 / 2.1% zeros ZerosSMR_VSA8
has constant value 0 RejectedSMR_VSA9
has 17 / 36.2% zeros ZerosSlogP_VSA10
has 4 / 8.5% zeros ZerosSlogP_VSA11
has 24 / 51.1% zeros ZerosSlogP_VSA12
has 34 / 72.3% zeros ZerosSlogP_VSA3
has 20 / 42.6% zeros ZerosSlogP_VSA4
has 25 / 53.2% zeros ZerosSlogP_VSA5
has 1 / 2.1% zeros ZerosSlogP_VSA6
is highly correlated with SMR_VSA7
(ρ = 0.93494) RejectedSlogP_VSA8
has 6 / 12.8% zeros ZerosSlogP_VSA9
has constant value 0 RejectedVSA_EState1
has constant value 0 RejectedVSA_EState10
has 26 / 55.3% zeros ZerosVSA_EState2
has constant value 0 RejectedVSA_EState3
has constant value 0 RejectedVSA_EState4
has constant value 0 RejectedVSA_EState5
has constant value 0 RejectedVSA_EState6
has constant value 0 RejectedVSA_EState7
has constant value 0 RejectedVSA_EState8
has 20 / 42.6% zeros Zerosfr_Al_COO
has constant value 0 Rejectedfr_Al_OH
has 40 / 85.1% zeros Zerosfr_Al_OH_noTert
is highly correlated with fr_Al_OH
(ρ = 1) Rejectedfr_ArN
has 40 / 85.1% zeros Zerosfr_Ar_N
is highly correlated with SMR_VSA3
(ρ = 0.92157) Rejectedfr_COO
is highly correlated with fr_Ar_COO
(ρ = 1) Rejectedfr_COO2
is highly correlated with fr_COO
(ρ = 1) Rejectedfr_C_O
has 17 / 36.2% zeros Zerosfr_C_O_noCOO
is highly correlated with fr_C_O
(ρ = 1) Rejectedfr_C_S
has constant value 0 Rejectedfr_HOCCN
has constant value 0 Rejectedfr_Imine
has constant value 0 Rejectedfr_NH0
has 9 / 19.1% zeros Zerosfr_NH1
has 1 / 2.1% zeros Zerosfr_NH2
has 31 / 66.0% zeros Zerosfr_N_O
has constant value 0 Rejectedfr_Ndealkylation2
is highly correlated with fr_Ar_OH
(ρ = 1) Rejectedfr_Nhpyrrole
is highly correlated with fr_Ar_NH
(ρ = 1) Rejectedfr_SH
has constant value 0 Rejectedfr_aldehyde
has constant value 0 Rejectedfr_alkyl_carbamate
has constant value 0 Rejectedfr_alkyl_halide
has constant value 0 Rejectedfr_allylic_oxid
has 44 / 93.6% zeros Zerosfr_amide
has 23 / 48.9% zeros Zerosfr_amidine
has constant value 0 Rejectedfr_aniline
has 5 / 10.6% zeros Zerosfr_aryl_methyl
has 41 / 87.2% zeros Zerosfr_azide
has constant value 0 Rejectedfr_azo
has constant value 0 Rejectedfr_barbitur
has constant value 0 Rejectedfr_benzene
is highly correlated with NumAromaticCarbocycles
(ρ = 1) Rejectedfr_benzodiazepine
has constant value 0 Rejectedfr_bicyclic
has 7 / 14.9% zeros Zerosfr_diazo
has constant value 0 Rejectedfr_dihydropyridine
has constant value 0 Rejectedfr_epoxide
has constant value 0 Rejectedfr_ether
has 25 / 53.2% zeros Zerosfr_furan
has constant value 0 Rejectedfr_guanido
is highly correlated with SMR_VSA2
(ρ = 1) Rejectedfr_halogen
has 39 / 83.0% zeros Zerosfr_imide
has constant value 0 Rejectedfr_isocyan
has constant value 0 Rejectedfr_isothiocyan
has constant value 0 Rejectedfr_lactam
has constant value 0 Rejectedfr_lactone
is highly correlated with fr_ester
(ρ = 1) Rejectedfr_morpholine
has constant value 0 Rejectedfr_nitrile
has constant value 0 Rejectedfr_nitro_arom
is highly correlated with fr_nitro
(ρ = 1) Rejectedfr_oxime
has constant value 0 Rejectedfr_phenol
is highly correlated with fr_Ndealkylation2
(ρ = 1) Rejectedfr_phenol_noOrthoHbond
is highly correlated with fr_phenol
(ρ = 1) Rejectedfr_phos_acid
has constant value 0 Rejectedfr_phos_ester
has constant value 0 Rejectedfr_prisulfonamd
has constant value 0 Rejectedfr_term_acetylene
has constant value 0 Rejectedfr_tetrazole
has constant value 0 Rejectedfr_thiocyan
has constant value 0 Rejectedfr_urea
is highly correlated with PEOE_VSA14
(ρ = 0.9037) RejectedBalabanJ
Numeric
Distinct count | 47 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 1.8103 |
---|---|
Minimum | 1.3819 |
Maximum | 2.2301 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 1.3819 |
---|---|
5-th percentile | 1.4422 |
Q1 | 1.7177 |
Median | 1.8139 |
Q3 | 1.9602 |
95-th percentile | 2.1122 |
Maximum | 2.2301 |
Range | 0.84812 |
Interquartile range | 0.24256 |
Descriptive statistics
Standard deviation | 0.2222 |
---|---|
Coef of variation | 0.12274 |
Kurtosis | -0.66544 |
Mean | 1.8103 |
MAD | 0.17499 |
Skewness | -0.19796 |
Sum | 85.084 |
Variance | 0.049374 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
1.3819373749903585 | 1 | 2.1% | |
1.7615013546589138 | 1 | 2.1% | |
1.958285072599852 | 1 | 2.1% | |
1.9152512300224747 | 1 | 2.1% | |
1.7558787168786358 | 1 | 2.1% | |
1.9027960101581969 | 1 | 2.1% | |
1.772708398629469 | 1 | 2.1% | |
2.2094714831600495 | 1 | 2.1% | |
1.888811319292155 | 1 | 2.1% | |
1.4616715821922848 | 1 | 2.1% | |
Other values (37) | 37 | 78.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
1.3819373749903585 | 1 | 2.1% | |
1.4197594996856846 | 1 | 2.1% | |
1.4403844276954734 | 1 | 2.1% | |
1.4465903403303453 | 1 | 2.1% | |
1.4575107872011897 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
2.1033169853464777 | 1 | 2.1% | |
2.11063432318103 | 1 | 2.1% | |
2.112830775176637 | 1 | 2.1% | |
2.2094714831600495 | 1 | 2.1% | |
2.230053773831562 | 1 | 2.1% |
BertzCT
Numeric
Distinct count | 47 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 910.07 |
---|---|
Minimum | 431.69 |
Maximum | 1429.2 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 431.69 |
---|---|
5-th percentile | 537.16 |
Q1 | 779.62 |
Median | 923.54 |
Q3 | 1067.9 |
95-th percentile | 1183.5 |
Maximum | 1429.2 |
Range | 997.48 |
Interquartile range | 288.25 |
Descriptive statistics
Standard deviation | 214.91 |
---|---|
Coef of variation | 0.23615 |
Kurtosis | -0.11151 |
Mean | 910.07 |
MAD | 167.91 |
Skewness | -0.27822 |
Sum | 42773 |
Variance | 46186 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
1190.5524115796081 | 1 | 2.1% | |
919.782813876305 | 1 | 2.1% | |
863.473476037215 | 1 | 2.1% | |
751.5230858248627 | 1 | 2.1% | |
595.0654715822411 | 1 | 2.1% | |
1073.5346388880255 | 1 | 2.1% | |
1010.8350980656253 | 1 | 2.1% | |
1010.997808105413 | 1 | 2.1% | |
919.8612768919813 | 1 | 2.1% | |
576.8514995553256 | 1 | 2.1% | |
Other values (37) | 37 | 78.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
431.6869031615997 | 1 | 2.1% | |
520.3906562729576 | 1 | 2.1% | |
532.2473335919425 | 1 | 2.1% | |
548.6198751811987 | 1 | 2.1% | |
576.8514995553256 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
1156.4204088488125 | 1 | 2.1% | |
1167.0019697152761 | 1 | 2.1% | |
1190.5524115796081 | 1 | 2.1% | |
1244.460132560447 | 1 | 2.1% | |
1429.1689099763698 | 1 | 2.1% |
Chi0
Numeric
Distinct count | 44 |
---|---|
Unique (%) | 93.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 17.254 |
---|---|
Minimum | 11.665 |
Maximum | 21.999 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 11.665 |
---|---|
5-th percentile | 12.385 |
Q1 | 15.315 |
Median | 17.552 |
Q3 | 19.427 |
95-th percentile | 21.677 |
Maximum | 21.999 |
Range | 10.334 |
Interquartile range | 4.1118 |
Descriptive statistics
Standard deviation | 2.9364 |
---|---|
Coef of variation | 0.17018 |
Kurtosis | -0.8809 |
Mean | 17.254 |
MAD | 2.4626 |
Skewness | -0.1985 |
Sum | 810.95 |
Variance | 8.6224 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
18.026733258565955 | 2 | 4.3% | |
15.97432701575866 | 2 | 4.3% | |
12.372032720186702 | 2 | 4.3% | |
14.535169427003234 | 1 | 2.1% | |
19.562267164498692 | 1 | 2.1% | |
21.69794165489025 | 1 | 2.1% | |
15.6480536021256 | 1 | 2.1% | |
15.363596551749426 | 1 | 2.1% | |
17.551677284948287 | 1 | 2.1% | |
21.79431797206757 | 1 | 2.1% | |
Other values (34) | 34 | 72.3% |
Minimum 5 values
Value | Count | Frequency (%) | |
11.664925939000154 | 1 | 2.1% | |
12.372032720186702 | 2 | 4.3% | |
12.41384908344359 | 1 | 2.1% | |
12.535169427003233 | 1 | 2.1% | |
12.535169427003234 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
21.424074484064487 | 1 | 2.1% | |
21.629027554137913 | 1 | 2.1% | |
21.69794165489025 | 1 | 2.1% | |
21.79431797206757 | 1 | 2.1% | |
21.99927104214099 | 1 | 2.1% |
Chi0n
Highly correlated
This variable is highly correlated with Chi0
and should be ignored for analysis
Correlation | 0.95439 |
---|
Chi0v
Highly correlated
This variable is highly correlated with Chi0n
and should be ignored for analysis
Correlation | 0.97055 |
---|
Chi1
Highly correlated
This variable is highly correlated with Chi0v
and should be ignored for analysis
Correlation | 0.96555 |
---|
Chi1n
Highly correlated
This variable is highly correlated with Chi1
and should be ignored for analysis
Correlation | 0.93096 |
---|
Chi1v
Highly correlated
This variable is highly correlated with Chi1
and should be ignored for analysis
Correlation | 0.92115 |
---|
Chi2n
Highly correlated
This variable is highly correlated with Chi1n
and should be ignored for analysis
Correlation | 0.9855 |
---|
Chi2v
Highly correlated
This variable is highly correlated with Chi1v
and should be ignored for analysis
Correlation | 0.98354 |
---|
Chi3n
Highly correlated
This variable is highly correlated with Chi2n
and should be ignored for analysis
Correlation | 0.96028 |
---|
Chi3v
Highly correlated
This variable is highly correlated with Chi2v
and should be ignored for analysis
Correlation | 0.96444 |
---|
Chi4n
Highly correlated
This variable is highly correlated with Chi3n
and should be ignored for analysis
Correlation | 0.97588 |
---|
Chi4v
Highly correlated
This variable is highly correlated with Chi3v
and should be ignored for analysis
Correlation | 0.97064 |
---|
EState_VSA1
Numeric
Distinct count | 16 |
---|---|
Unique (%) | 34.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 5.4634 |
---|---|
Minimum | 0 |
Maximum | 22.981 |
Zeros (%) | 48.9% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 4.9233 |
Q3 | 10.023 |
95-th percentile | 16.531 |
Maximum | 22.981 |
Range | 22.981 |
Interquartile range | 10.023 |
Descriptive statistics
Standard deviation | 6.3781 |
---|---|
Coef of variation | 1.1674 |
Kurtosis | -0.21888 |
Mean | 5.4634 |
MAD | 5.3701 |
Skewness | 0.86892 |
Sum | 256.78 |
Variance | 40.68 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 23 | 48.9% | |
10.023291153407584 | 8 | 17.0% | |
6.031114512338072 | 3 | 6.4% | |
6.103966387748303 | 1 | 2.1% | |
17.450662825810237 | 1 | 2.1% | |
16.02530658838506 | 1 | 2.1% | |
4.923311048817671 | 1 | 2.1% | |
9.837253136417502 | 1 | 2.1% | |
22.981138120153723 | 1 | 2.1% | |
15.982845722151419 | 1 | 2.1% | |
Other values (6) | 6 | 12.8% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 23 | 48.9% | |
4.923311048817671 | 1 | 2.1% | |
5.817220841045895 | 1 | 2.1% | |
5.907179729351506 | 1 | 2.1% | |
5.969305287951849 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
15.982845722151419 | 1 | 2.1% | |
16.02530658838506 | 1 | 2.1% | |
16.74839682433057 | 1 | 2.1% | |
17.450662825810237 | 1 | 2.1% | |
22.981138120153723 | 1 | 2.1% |
EState_VSA10
Numeric
Distinct count | 20 |
---|---|
Unique (%) | 42.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 9.2329 |
---|---|
Minimum | 0 |
Maximum | 23.425 |
Zeros (%) | 17.0% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4.7945 |
Median | 9.5891 |
Q3 | 13.212 |
95-th percentile | 19.991 |
Maximum | 23.425 |
Range | 23.425 |
Interquartile range | 8.4178 |
Descriptive statistics
Standard deviation | 6.3439 |
---|---|
Coef of variation | 0.68709 |
Kurtosis | -0.48901 |
Mean | 9.2329 |
MAD | 5.026 |
Skewness | 0.26443 |
Sum | 433.95 |
Variance | 40.245 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 8 | 17.0% | |
9.589074368143644 | 7 | 14.9% | |
13.212334168400758 | 7 | 14.9% | |
4.794537184071822 | 6 | 12.8% | |
5.106527394840706 | 3 | 6.4% | |
9.184952231746642 | 2 | 4.3% | |
14.908855452837393 | 1 | 2.1% | |
18.00687135247258 | 1 | 2.1% | |
22.559621226162943 | 1 | 2.1% | |
12.808212032003757 | 1 | 2.1% | |
Other values (10) | 10 | 21.3% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 8 | 17.0% | |
4.794537184071822 | 6 | 12.8% | |
4.907065243988282 | 1 | 2.1% | |
5.106527394840706 | 3 | 6.4% | |
8.417796984328938 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
18.53211525309451 | 1 | 2.1% | |
19.703392636909214 | 1 | 2.1% | |
20.11411936859394 | 1 | 2.1% | |
22.559621226162943 | 1 | 2.1% | |
23.425388958082166 | 1 | 2.1% |
EState_VSA11
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
EState_VSA2
Numeric
Distinct count | 34 |
---|---|
Unique (%) | 72.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 13.552 |
---|---|
Minimum | 0 |
Maximum | 39.385 |
Zeros (%) | 8.5% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 5.9278 |
Median | 11.724 |
Q3 | 17.939 |
95-th percentile | 29.564 |
Maximum | 39.385 |
Range | 39.385 |
Interquartile range | 12.011 |
Descriptive statistics
Standard deviation | 9.1961 |
---|---|
Coef of variation | 0.67858 |
Kurtosis | 0.42712 |
Mean | 13.552 |
MAD | 7.2973 |
Skewness | 0.79539 |
Sum | 636.94 |
Variance | 84.568 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
5.783244946364939 | 5 | 10.6% | |
0.0 | 4 | 8.5% | |
10.80266320486928 | 3 | 6.4% | |
23.333576669940456 | 2 | 4.3% | |
5.907179729351506 | 2 | 4.3% | |
5.948339280986494 | 2 | 4.3% | |
6.606881964512918 | 2 | 4.3% | |
11.594566004035068 | 1 | 2.1% | |
15.785682840813315 | 1 | 2.1% | |
30.13636057446112 | 1 | 2.1% | |
Other values (24) | 24 | 51.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 4 | 8.5% | |
4.895483475517775 | 1 | 2.1% | |
5.783244946364939 | 5 | 10.6% | |
5.907179729351506 | 2 | 4.3% | |
5.948339280986494 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
27.51232375670481 | 1 | 2.1% | |
28.22851544154929 | 1 | 2.1% | |
30.13636057446112 | 1 | 2.1% | |
35.194554474408555 | 1 | 2.1% | |
39.38454138488406 | 1 | 2.1% |
EState_VSA3
Numeric
Distinct count | 41 |
---|---|
Unique (%) | 87.2% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 23.795 |
---|---|
Minimum | 5.5731 |
Maximum | 47.768 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 5.5731 |
---|---|
5-th percentile | 11.138 |
Q1 | 16.938 |
Median | 23.651 |
Q3 | 29.993 |
95-th percentile | 41.157 |
Maximum | 47.768 |
Range | 42.195 |
Interquartile range | 13.054 |
Descriptive statistics
Standard deviation | 10.13 |
---|---|
Coef of variation | 0.42571 |
Kurtosis | -0.57013 |
Mean | 23.795 |
MAD | 8.4334 |
Skewness | 0.25848 |
Sum | 1118.3 |
Variance | 102.61 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
33.76559673947147 | 3 | 6.4% | |
11.26049080475283 | 3 | 6.4% | |
29.568654285493672 | 2 | 4.3% | |
16.93822404106412 | 2 | 4.3% | |
29.115114325973902 | 1 | 2.1% | |
22.02328619531015 | 1 | 2.1% | |
17.19917704736705 | 1 | 2.1% | |
24.855714870646676 | 1 | 2.1% | |
28.202145247774475 | 1 | 2.1% | |
23.65074823933228 | 1 | 2.1% | |
Other values (31) | 31 | 66.0% |
Minimum 5 values
Value | Count | Frequency (%) | |
5.573104530069267 | 1 | 2.1% | |
5.948339280986494 | 1 | 2.1% | |
11.126902983393991 | 1 | 2.1% | |
11.16387793838399 | 1 | 2.1% | |
11.26049080475283 | 3 | 6.4% |
Maximum 5 values
Value | Count | Frequency (%) | |
35.51699356648017 | 1 | 2.1% | |
41.04689981183387 | 1 | 2.1% | |
41.20437984116373 | 1 | 2.1% | |
42.564349214943235 | 1 | 2.1% | |
47.76806352096108 | 1 | 2.1% |
EState_VSA4
Numeric
Distinct count | 31 |
---|---|
Unique (%) | 66.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 14.665 |
---|---|
Minimum | 0 |
Maximum | 48.234 |
Zeros (%) | 14.9% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 5.5635 |
Median | 11.335 |
Q3 | 21.988 |
95-th percentile | 35.546 |
Maximum | 48.234 |
Range | 48.234 |
Interquartile range | 16.424 |
Descriptive statistics
Standard deviation | 11.92 |
---|---|
Coef of variation | 0.81286 |
Kurtosis | 0.84907 |
Mean | 14.665 |
MAD | 9.3584 |
Skewness | 0.98201 |
Sum | 689.25 |
Variance | 142.1 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 7 | 14.9% | |
5.563451491696996 | 4 | 8.5% | |
12.841643245852019 | 3 | 6.4% | |
11.250837766380558 | 3 | 6.4% | |
11.3129633249809 | 3 | 6.4% | |
28.416347479996674 | 2 | 4.3% | |
12.611123474374185 | 1 | 2.1% | |
11.33456349545129 | 1 | 2.1% | |
19.448525210364938 | 1 | 2.1% | |
17.58469956131 | 1 | 2.1% | |
Other values (21) | 21 | 44.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 7 | 14.9% | |
4.472719515832414 | 1 | 2.1% | |
4.877147193701299 | 1 | 2.1% | |
5.563451491696996 | 4 | 8.5% | |
5.687386274683562 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
28.450472974722597 | 1 | 2.1% | |
33.62857851615511 | 1 | 2.1% | |
36.368140367983614 | 1 | 2.1% | |
47.321176000749816 | 1 | 2.1% | |
48.23438569513149 | 1 | 2.1% |
EState_VSA5
Numeric
Distinct count | 31 |
---|---|
Unique (%) | 66.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 15.165 |
---|---|
Minimum | 0 |
Maximum | 51.367 |
Zeros (%) | 19.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 5.8149 |
Median | 12.133 |
Q3 | 21.764 |
95-th percentile | 43.254 |
Maximum | 51.367 |
Range | 51.367 |
Interquartile range | 15.949 |
Descriptive statistics
Standard deviation | 13.288 |
---|---|
Coef of variation | 0.87623 |
Kurtosis | 0.31663 |
Mean | 15.165 |
MAD | 10.672 |
Skewness | 0.9114 |
Sum | 712.77 |
Variance | 176.58 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 9 | 19.1% | |
6.3273200747645415 | 3 | 6.4% | |
19.18040611960041 | 2 | 4.3% | |
19.26246486877803 | 2 | 4.3% | |
32.10410811463005 | 2 | 4.3% | |
24.26546827384644 | 2 | 4.3% | |
11.336785877934737 | 2 | 4.3% | |
12.13273413692322 | 2 | 4.3% | |
17.533629449547814 | 1 | 2.1% | |
44.23684225155327 | 1 | 2.1% | |
Other values (21) | 21 | 44.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 9 | 19.1% | |
4.899909730850478 | 1 | 2.1% | |
5.008912523954532 | 1 | 2.1% | |
5.563451491696996 | 1 | 2.1% | |
6.06636706846161 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
32.10410811463005 | 2 | 4.3% | |
41.307765179992415 | 1 | 2.1% | |
44.08838122925306 | 1 | 2.1% | |
44.23684225155327 | 1 | 2.1% | |
51.36657298340809 | 1 | 2.1% |
EState_VSA6
Numeric
Distinct count | 29 |
---|---|
Unique (%) | 61.7% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 15.512 |
---|---|
Minimum | 0 |
Maximum | 42.042 |
Zeros (%) | 17.0% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 6.3273 |
Median | 18.33 |
Q3 | 24.265 |
95-th percentile | 30.423 |
Maximum | 42.042 |
Range | 42.042 |
Interquartile range | 17.938 |
Descriptive statistics
Standard deviation | 10.945 |
---|---|
Coef of variation | 0.70558 |
Kurtosis | -0.82097 |
Mean | 15.512 |
MAD | 9.3732 |
Skewness | 0.13124 |
Sum | 729.06 |
Variance | 119.79 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 8 | 17.0% | |
6.3273200747645415 | 6 | 12.8% | |
24.26546827384644 | 3 | 6.4% | |
18.33268902674367 | 2 | 4.3% | |
12.13273413692322 | 2 | 4.3% | |
30.33183534230805 | 2 | 4.3% | |
6.196843571613076 | 2 | 4.3% | |
24.526421280149375 | 1 | 2.1% | |
18.3295777085363 | 1 | 2.1% | |
18.329577708536295 | 1 | 2.1% | |
Other values (19) | 19 | 40.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 8 | 17.0% | |
6.06636706846161 | 1 | 2.1% | |
6.196843571613076 | 2 | 4.3% | |
6.3273200747645415 | 6 | 12.8% | |
12.13273413692322 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
29.77600754746382 | 1 | 2.1% | |
30.33183534230805 | 2 | 4.3% | |
30.462311845459517 | 1 | 2.1% | |
33.33787564355514 | 1 | 2.1% | |
42.04232950574588 | 1 | 2.1% |
EState_VSA7
Numeric
Distinct count | 26 |
---|---|
Unique (%) | 55.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 17.535 |
---|---|
Minimum | 0 |
Maximum | 80.148 |
Zeros (%) | 29.8% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 12.394 |
Q3 | 28.91 |
95-th percentile | 46.776 |
Maximum | 80.148 |
Range | 80.148 |
Interquartile range | 28.91 |
Descriptive statistics
Standard deviation | 18.307 |
---|---|
Coef of variation | 1.044 |
Kurtosis | 2.8178 |
Mean | 17.535 |
MAD | 14.077 |
Skewness | 1.4641 |
Sum | 824.15 |
Variance | 335.13 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 14 | 29.8% | |
12.13273413692322 | 4 | 8.5% | |
24.26546827384644 | 3 | 6.4% | |
6.923737199690624 | 2 | 4.3% | |
18.19910120538483 | 2 | 4.3% | |
30.33183534230805 | 2 | 4.3% | |
42.680042321019044 | 1 | 2.1% | |
23.579163975850747 | 1 | 2.1% | |
80.14755589061275 | 1 | 2.1% | |
20.771211599071872 | 1 | 2.1% | |
Other values (16) | 16 | 34.0% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 14 | 29.8% | |
6.06636706846161 | 1 | 2.1% | |
6.3273200747645415 | 1 | 2.1% | |
6.923737199690624 | 2 | 4.3% | |
7.04767198267719 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
36.39820241076966 | 1 | 2.1% | |
42.680042321019044 | 1 | 2.1% | |
48.53093654769288 | 1 | 2.1% | |
72.11857899371999 | 1 | 2.1% | |
80.14755589061275 | 1 | 2.1% |
EState_VSA8
Numeric
Distinct count | 33 |
---|---|
Unique (%) | 70.2% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 21.262 |
---|---|
Minimum | 0 |
Maximum | 51.566 |
Zeros (%) | 2.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 10.301 |
Q1 | 15.32 |
Median | 20.269 |
Q3 | 25.437 |
95-th percentile | 38.919 |
Maximum | 51.566 |
Range | 51.566 |
Interquartile range | 10.117 |
Descriptive statistics
Standard deviation | 9.9968 |
---|---|
Coef of variation | 0.47017 |
Kurtosis | 1.207 |
Mean | 21.262 |
MAD | 7.4506 |
Skewness | 0.8501 |
Sum | 999.33 |
Variance | 99.936 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
10.30076712495354 | 4 | 8.5% | |
15.514152220608405 | 3 | 6.4% | |
19.935914083788834 | 3 | 6.4% | |
25.252702687795164 | 3 | 6.4% | |
10.633577208012662 | 2 | 4.3% | |
20.268724166847957 | 2 | 4.3% | |
20.339650593411957 | 2 | 4.3% | |
15.284745645900749 | 2 | 4.3% | |
15.617555728959871 | 2 | 4.3% | |
7.04767198267719 | 1 | 2.1% | |
Other values (23) | 23 | 48.9% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 1 | 2.1% | |
7.04767198267719 | 1 | 2.1% | |
10.30076712495354 | 4 | 8.5% | |
10.633577208012662 | 2 | 4.3% | |
15.14483896975307 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
34.1161985662292 | 1 | 2.1% | |
37.71824690777751 | 1 | 2.1% | |
39.432987170235535 | 1 | 2.1% | |
45.19981260681264 | 1 | 2.1% | |
51.56572130715875 | 1 | 2.1% |
EState_VSA9
Numeric
Distinct count | 15 |
---|---|
Unique (%) | 31.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 6.4339 |
---|---|
Minimum | 0 |
Maximum | 16.204 |
Zeros (%) | 25.5% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2.2086 |
Median | 4.7369 |
Q3 | 10.471 |
95-th percentile | 15.775 |
Maximum | 16.204 |
Range | 16.204 |
Interquartile range | 8.262 |
Descriptive statistics
Standard deviation | 5.2172 |
---|---|
Coef of variation | 0.8109 |
Kurtosis | -0.94327 |
Mean | 6.4339 |
MAD | 4.4307 |
Skewness | 0.36317 |
Sum | 302.39 |
Variance | 27.219 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 12 | 25.5% | |
4.736862953800049 | 10 | 21.3% | |
10.470530430962235 | 6 | 12.8% | |
5.138973737607942 | 3 | 6.4% | |
16.20419790812442 | 2 | 4.3% | |
4.417150937053347 | 2 | 4.3% | |
11.600939890232516 | 2 | 4.3% | |
9.87583669140799 | 2 | 4.3% | |
14.951935562841626 | 2 | 4.3% | |
15.207393384762284 | 1 | 2.1% | |
Other values (5) | 5 | 10.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 12 | 25.5% | |
4.417150937053347 | 2 | 4.3% | |
4.736862953800049 | 10 | 21.3% | |
5.106527394840706 | 1 | 2.1% | |
5.138973737607942 | 3 | 6.4% |
Maximum 5 values
Value | Count | Frequency (%) | |
11.600939890232516 | 2 | 4.3% | |
14.951935562841626 | 2 | 4.3% | |
15.207393384762284 | 1 | 2.1% | |
16.018090827285864 | 1 | 2.1% | |
16.20419790812442 | 2 | 4.3% |
ExactMolWt
Highly correlated
This variable is highly correlated with Chi2v
and should be ignored for analysis
Correlation | 0.91876 |
---|
FpDensityMorgan1
Numeric
Distinct count | 38 |
---|---|
Unique (%) | 80.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 1.1857 |
---|---|
Minimum | 0.875 |
Maximum | 1.5294 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 0.875 |
---|---|
5-th percentile | 0.97667 |
Q1 | 1.1001 |
Median | 1.16 |
Q3 | 1.2638 |
95-th percentile | 1.485 |
Maximum | 1.5294 |
Range | 0.65441 |
Interquartile range | 0.16366 |
Descriptive statistics
Standard deviation | 0.15282 |
---|---|
Coef of variation | 0.12889 |
Kurtosis | 0.084907 |
Mean | 1.1857 |
MAD | 0.11605 |
Skewness | 0.49546 |
Sum | 55.727 |
Variance | 0.023353 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
1.1851851851851851 | 3 | 6.4% | |
1.0 | 3 | 6.4% | |
1.1304347826086956 | 2 | 4.3% | |
1.1071428571428572 | 2 | 4.3% | |
1.5294117647058822 | 2 | 4.3% | |
1.1538461538461537 | 2 | 4.3% | |
1.3888888888888888 | 2 | 4.3% | |
1.2777777777777777 | 1 | 2.1% | |
1.103448275862069 | 1 | 2.1% | |
1.0833333333333333 | 1 | 2.1% | |
Other values (28) | 28 | 59.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.875 | 1 | 2.1% | |
0.9130434782608695 | 1 | 2.1% | |
0.9666666666666667 | 1 | 2.1% | |
1.0 | 3 | 6.4% | |
1.0384615384615385 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
1.3888888888888888 | 2 | 4.3% | |
1.4 | 1 | 2.1% | |
1.45 | 1 | 2.1% | |
1.5 | 1 | 2.1% | |
1.5294117647058822 | 2 | 4.3% |
FpDensityMorgan2
Highly correlated
This variable is highly correlated with FpDensityMorgan1
and should be ignored for analysis
Correlation | 0.94207 |
---|
FpDensityMorgan3
Highly correlated
This variable is highly correlated with FpDensityMorgan2
and should be ignored for analysis
Correlation | 0.95303 |
---|
FractionCSP3
Numeric
Distinct count | 28 |
---|---|
Unique (%) | 59.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.24271 |
---|---|
Minimum | 0 |
Maximum | 0.75 |
Zeros (%) | 14.9% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0.060662 |
Median | 0.23529 |
Q3 | 0.4 |
95-th percentile | 0.56486 |
Maximum | 0.75 |
Range | 0.75 |
Interquartile range | 0.33934 |
Descriptive statistics
Standard deviation | 0.19734 |
---|---|
Coef of variation | 0.81309 |
Kurtosis | -0.59846 |
Mean | 0.24271 |
MAD | 0.16869 |
Skewness | 0.48978 |
Sum | 11.407 |
Variance | 0.038945 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 7 | 14.9% | |
0.3888888888888889 | 3 | 6.4% | |
0.4 | 3 | 6.4% | |
0.2857142857142857 | 3 | 6.4% | |
0.05555555555555555 | 2 | 4.3% | |
0.11764705882352941 | 2 | 4.3% | |
0.17647058823529413 | 2 | 4.3% | |
0.23529411764705882 | 2 | 4.3% | |
0.42105263157894735 | 2 | 4.3% | |
0.0625 | 2 | 4.3% | |
Other values (18) | 19 | 40.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 7 | 14.9% | |
0.05 | 1 | 2.1% | |
0.05555555555555555 | 2 | 4.3% | |
0.058823529411764705 | 2 | 4.3% | |
0.0625 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
0.5 | 1 | 2.1% | |
0.5217391304347826 | 1 | 2.1% | |
0.5833333333333334 | 1 | 2.1% | |
0.6363636363636364 | 1 | 2.1% | |
0.75 | 1 | 2.1% |
HallKierAlpha
Numeric
Distinct count | 43 |
---|---|
Unique (%) | 91.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | -2.79 |
---|---|
Minimum | -3.82 |
Maximum | -1.34 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | -3.82 |
---|---|
5-th percentile | -3.638 |
Q1 | -3.19 |
Median | -2.88 |
Q3 | -2.38 |
95-th percentile | -1.89 |
Maximum | -1.34 |
Range | 2.48 |
Interquartile range | 0.81 |
Descriptive statistics
Standard deviation | 0.55408 |
---|---|
Coef of variation | -0.1986 |
Kurtosis | -0.14428 |
Mean | -2.79 |
MAD | 0.4417 |
Skewness | 0.33081 |
Sum | -131.13 |
Variance | 0.30701 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
-2.82 | 2 | 4.3% | |
-2.91 | 2 | 4.3% | |
-1.89 | 2 | 4.3% | |
-2.67 | 2 | 4.3% | |
-2.6699999999999995 | 1 | 2.1% | |
-2.3799999999999994 | 1 | 2.1% | |
-2.3800000000000003 | 1 | 2.1% | |
-2.63 | 1 | 2.1% | |
-2.2299999999999995 | 1 | 2.1% | |
-2.8799999999999994 | 1 | 2.1% | |
Other values (33) | 33 | 70.2% |
Minimum 5 values
Value | Count | Frequency (%) | |
-3.8200000000000007 | 1 | 2.1% | |
-3.759999999999999 | 1 | 2.1% | |
-3.6499999999999995 | 1 | 2.1% | |
-3.61 | 1 | 2.1% | |
-3.4899999999999998 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
-2.11 | 1 | 2.1% | |
-1.92 | 1 | 2.1% | |
-1.89 | 2 | 4.3% | |
-1.8499999999999999 | 1 | 2.1% | |
-1.34 | 1 | 2.1% |
HeavyAtomCount
Highly correlated
This variable is highly correlated with ExactMolWt
and should be ignored for analysis
Correlation | 0.95542 |
---|
HeavyAtomMolWt
Highly correlated
This variable is highly correlated with HeavyAtomCount
and should be ignored for analysis
Correlation | 0.93953 |
---|
Ipc
Numeric
Distinct count | 46 |
---|---|
Unique (%) | 97.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 2605100 |
---|---|
Minimum | 8906.1 |
Maximum | 19964000 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 8906.1 |
---|---|
5-th percentile | 19126 |
Q1 | 167480 |
Median | 549150 |
Q3 | 2700500 |
95-th percentile | 15678000 |
Maximum | 19964000 |
Range | 19955000 |
Interquartile range | 2533000 |
Descriptive statistics
Standard deviation | 4731100 |
---|---|
Coef of variation | 1.8161 |
Kurtosis | 6.1848 |
Mean | 2605100 |
MAD | 3051900 |
Skewness | 2.6 |
Sum | 122440000 |
Variance | 22384000000000 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
26268.36467421516 | 2 | 4.3% | |
210862.91909084813 | 1 | 2.1% | |
490184.0314000329 | 1 | 2.1% | |
12924894.787254732 | 1 | 2.1% | |
4335492.234215635 | 1 | 2.1% | |
549153.7430934445 | 1 | 2.1% | |
13745.612645350257 | 1 | 2.1% | |
1253536.0756285046 | 1 | 2.1% | |
44578.78719746831 | 1 | 2.1% | |
3163133.936023198 | 1 | 2.1% | |
Other values (36) | 36 | 76.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
8906.082188589473 | 1 | 2.1% | |
13745.612645350257 | 1 | 2.1% | |
17122.061661363517 | 1 | 2.1% | |
23801.971190025786 | 1 | 2.1% | |
26205.446935544096 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
8057941.354783535 | 1 | 2.1% | |
12924894.787254732 | 1 | 2.1% | |
16857273.83867562 | 1 | 2.1% | |
17146666.61370909 | 1 | 2.1% | |
19964091.21966194 | 1 | 2.1% |
Kappa1
Highly correlated
This variable is highly correlated with HeavyAtomMolWt
and should be ignored for analysis
Correlation | 0.92616 |
---|
Kappa2
Highly correlated
This variable is highly correlated with Kappa1
and should be ignored for analysis
Correlation | 0.92852 |
---|
Kappa3
Highly correlated
This variable is highly correlated with Kappa2
and should be ignored for analysis
Correlation | 0.93825 |
---|
LabuteASA
Highly correlated
This variable is highly correlated with Kappa1
and should be ignored for analysis
Correlation | 0.9632 |
---|
MaxAbsEStateIndex
Numeric
Distinct count | 47 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 11.053 |
---|---|
Minimum | 4.6384 |
Maximum | 14.487 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 4.6384 |
---|---|
5-th percentile | 5.1329 |
Q1 | 10.31 |
Median | 12.002 |
Q3 | 12.761 |
95-th percentile | 14.075 |
Maximum | 14.487 |
Range | 9.8488 |
Interquartile range | 2.4518 |
Descriptive statistics
Standard deviation | 2.6954 |
---|---|
Coef of variation | 0.24387 |
Kurtosis | 0.63909 |
Mean | 11.053 |
MAD | 2.0424 |
Skewness | -1.293 |
Sum | 519.49 |
Variance | 7.2654 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
11.902578892668178 | 1 | 2.1% | |
12.263774644116907 | 1 | 2.1% | |
12.749223172293608 | 1 | 2.1% | |
11.56040299056675 | 1 | 2.1% | |
9.939345202212733 | 1 | 2.1% | |
12.388163081590662 | 1 | 2.1% | |
5.750416666666666 | 1 | 2.1% | |
5.60375 | 1 | 2.1% | |
14.487162462207102 | 1 | 2.1% | |
12.991849332325524 | 1 | 2.1% | |
Other values (37) | 37 | 78.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
4.638408919123204 | 1 | 2.1% | |
4.918883692365836 | 1 | 2.1% | |
4.931147329302092 | 1 | 2.1% | |
5.60375 | 1 | 2.1% | |
5.750416666666666 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
13.429094456729738 | 1 | 2.1% | |
13.85597556836481 | 1 | 2.1% | |
14.168993034733024 | 1 | 2.1% | |
14.195828845427059 | 1 | 2.1% | |
14.487162462207102 | 1 | 2.1% |
MaxAbsPartialCharge
Numeric
Distinct count | 46 |
---|---|
Unique (%) | 97.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.42703 |
---|---|
Minimum | 0.31988 |
Maximum | 0.54476 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 0.31988 |
---|---|
5-th percentile | 0.3246 |
Q1 | 0.36086 |
Median | 0.46794 |
Q3 | 0.49192 |
95-th percentile | 0.50419 |
Maximum | 0.54476 |
Range | 0.22488 |
Interquartile range | 0.13106 |
Descriptive statistics
Standard deviation | 0.07015 |
---|---|
Coef of variation | 0.16427 |
Kurtosis | -1.6377 |
Mean | 0.42703 |
MAD | 0.065711 |
Skewness | -0.22502 |
Sum | 20.071 |
Variance | 0.004921 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.49676780293422446 | 2 | 4.3% | |
0.3942429776457718 | 1 | 2.1% | |
0.475649792651802 | 1 | 2.1% | |
0.5073749843389314 | 1 | 2.1% | |
0.36396344145897525 | 1 | 2.1% | |
0.47377150619523367 | 1 | 2.1% | |
0.49452310882520173 | 1 | 2.1% | |
0.33512722119697014 | 1 | 2.1% | |
0.5073731770211586 | 1 | 2.1% | |
0.36117679620892407 | 1 | 2.1% | |
Other values (36) | 36 | 76.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.319875074570425 | 1 | 2.1% | |
0.3199298862486836 | 1 | 2.1% | |
0.3241691545836485 | 1 | 2.1% | |
0.3256216644678915 | 1 | 2.1% | |
0.3314884111964799 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0.49676780293422446 | 2 | 4.3% | |
0.4967682000196908 | 1 | 2.1% | |
0.5073731770211586 | 1 | 2.1% | |
0.5073749843389314 | 1 | 2.1% | |
0.5447586967593686 | 1 | 2.1% |
MaxEStateIndex
Highly correlated
This variable is highly correlated with MaxAbsEStateIndex
and should be ignored for analysis
Correlation | 1 |
---|
MaxPartialCharge
Numeric
Distinct count | 47 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.25511 |
---|---|
Minimum | 0.19659 |
Maximum | 0.33949 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 0.19659 |
---|---|
5-th percentile | 0.20886 |
Q1 | 0.22727 |
Median | 0.24718 |
Q3 | 0.2663 |
95-th percentile | 0.33059 |
Maximum | 0.33949 |
Range | 0.1429 |
Interquartile range | 0.039029 |
Descriptive statistics
Standard deviation | 0.035007 |
---|---|
Coef of variation | 0.13723 |
Kurtosis | 0.40272 |
Mean | 0.25511 |
MAD | 0.026073 |
Skewness | 0.87782 |
Sum | 11.99 |
Variance | 0.0012255 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.3243585838266846 | 1 | 2.1% | |
0.24674795609732067 | 1 | 2.1% | |
0.24683321626963028 | 1 | 2.1% | |
0.226584694111752 | 1 | 2.1% | |
0.2467477700118147 | 1 | 2.1% | |
0.23754770438026707 | 1 | 2.1% | |
0.3394868459051923 | 1 | 2.1% | |
0.26896746349428763 | 1 | 2.1% | |
0.2272748198382875 | 1 | 2.1% | |
0.20375863775158506 | 1 | 2.1% | |
Other values (37) | 37 | 78.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.1965913936066256 | 1 | 2.1% | |
0.19784209098929767 | 1 | 2.1% | |
0.20375863775158506 | 1 | 2.1% | |
0.22076670748686214 | 1 | 2.1% | |
0.22636219130311688 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0.31614116540951925 | 1 | 2.1% | |
0.3243585838266846 | 1 | 2.1% | |
0.33325471439319077 | 1 | 2.1% | |
0.3332795472970587 | 1 | 2.1% | |
0.3394868459051923 | 1 | 2.1% |
MinAbsEStateIndex
Numeric
Distinct count | 47 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.1263 |
---|---|
Minimum | 0.00043514 |
Maximum | 0.5685 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 0.00043514 |
---|---|
5-th percentile | 0.0063875 |
Q1 | 0.025311 |
Median | 0.099763 |
Q3 | 0.17353 |
95-th percentile | 0.44703 |
Maximum | 0.5685 |
Range | 0.56807 |
Interquartile range | 0.14822 |
Descriptive statistics
Standard deviation | 0.13397 |
---|---|
Coef of variation | 1.0607 |
Kurtosis | 3.1728 |
Mean | 0.1263 |
MAD | 0.095823 |
Skewness | 1.7752 |
Sum | 5.9363 |
Variance | 0.017948 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.19934258734357946 | 1 | 2.1% | |
0.0778170141513399 | 1 | 2.1% | |
0.05385601550443608 | 1 | 2.1% | |
0.027342559319922355 | 1 | 2.1% | |
0.005501753170404022 | 1 | 2.1% | |
0.1404626293686535 | 1 | 2.1% | |
0.13897014361300064 | 1 | 2.1% | |
0.00043514406068534406 | 1 | 2.1% | |
0.17398289871504136 | 1 | 2.1% | |
0.11772864701436103 | 1 | 2.1% | |
Other values (37) | 37 | 78.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.00043514406068534406 | 1 | 2.1% | |
0.0033228752168148468 | 1 | 2.1% | |
0.005501753170404022 | 1 | 2.1% | |
0.008454270597127334 | 1 | 2.1% | |
0.008618863517784181 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0.26564319097254896 | 1 | 2.1% | |
0.4215512256836208 | 1 | 2.1% | |
0.4579482132359113 | 1 | 2.1% | |
0.5107353342571599 | 1 | 2.1% | |
0.5685010393046108 | 1 | 2.1% |
MinAbsPartialCharge
Highly correlated
This variable is highly correlated with MaxPartialCharge
and should be ignored for analysis
Correlation | 1 |
---|
MinEStateIndex
Numeric
Distinct count | 47 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | -1.1712 |
---|---|
Minimum | -4.423 |
Maximum | 0.5685 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | -4.423 |
---|---|
5-th percentile | -3.7964 |
Q1 | -3.1858 |
Median | -0.40149 |
Q3 | -0.074142 |
95-th percentile | 0.44703 |
Maximum | 0.5685 |
Range | 4.9915 |
Interquartile range | 3.1116 |
Descriptive statistics
Standard deviation | 1.6197 |
---|---|
Coef of variation | -1.383 |
Kurtosis | -0.94199 |
Mean | -1.1712 |
MAD | 1.3992 |
Skewness | -0.90899 |
Sum | -55.047 |
Variance | 2.6235 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.19934258734357946 | 1 | 2.1% | |
-3.7366326423246066 | 1 | 2.1% | |
-0.42344381620900173 | 1 | 2.1% | |
-0.4901570767195764 | 1 | 2.1% | |
-0.5121725101220622 | 1 | 2.1% | |
-0.706792345539039 | 1 | 2.1% | |
-0.21605552818260243 | 1 | 2.1% | |
-0.3286177324592723 | 1 | 2.1% | |
0.027342559319922355 | 1 | 2.1% | |
-1.3454907659967874 | 1 | 2.1% | |
Other values (37) | 37 | 78.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
-4.422979484231964 | 1 | 2.1% | |
-3.862497818514457 | 1 | 2.1% | |
-3.815147725160698 | 1 | 2.1% | |
-3.7527354218202444 | 1 | 2.1% | |
-3.7459285144410086 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0.21332792684975233 | 1 | 2.1% | |
0.4215512256836208 | 1 | 2.1% | |
0.4579482132359113 | 1 | 2.1% | |
0.5107353342571599 | 1 | 2.1% | |
0.5685010393046108 | 1 | 2.1% |
MinPartialCharge
Numeric
Distinct count | 46 |
---|---|
Unique (%) | 97.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | -0.42703 |
---|---|
Minimum | -0.54476 |
Maximum | -0.31988 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | -0.54476 |
---|---|
5-th percentile | -0.50419 |
Q1 | -0.49192 |
Median | -0.46794 |
Q3 | -0.36086 |
95-th percentile | -0.3246 |
Maximum | -0.31988 |
Range | 0.22488 |
Interquartile range | 0.13106 |
Descriptive statistics
Standard deviation | 0.07015 |
---|---|
Coef of variation | -0.16427 |
Kurtosis | -1.6377 |
Mean | -0.42703 |
MAD | 0.065711 |
Skewness | 0.22502 |
Sum | -20.071 |
Variance | 0.004921 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
-0.49676780293422446 | 2 | 4.3% | |
-0.3942429776457718 | 1 | 2.1% | |
-0.475649792651802 | 1 | 2.1% | |
-0.5073749843389314 | 1 | 2.1% | |
-0.36396344145897525 | 1 | 2.1% | |
-0.47377150619523367 | 1 | 2.1% | |
-0.49452310882520173 | 1 | 2.1% | |
-0.33512722119697014 | 1 | 2.1% | |
-0.5073731770211586 | 1 | 2.1% | |
-0.36117679620892407 | 1 | 2.1% | |
Other values (36) | 36 | 76.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
-0.5447586967593686 | 1 | 2.1% | |
-0.5073749843389314 | 1 | 2.1% | |
-0.5073731770211586 | 1 | 2.1% | |
-0.4967682000196908 | 1 | 2.1% | |
-0.49676780293422446 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
-0.3314884111964799 | 1 | 2.1% | |
-0.3256216644678915 | 1 | 2.1% | |
-0.3241691545836485 | 1 | 2.1% | |
-0.3199298862486836 | 1 | 2.1% | |
-0.319875074570425 | 1 | 2.1% |
MolLogP
Numeric
Distinct count | 47 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 2.4404 |
---|---|
Minimum | -0.4075 |
Maximum | 4.4085 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | -0.4075 |
---|---|
5-th percentile | 0.58772 |
Q1 | 1.8761 |
Median | 2.5965 |
Q3 | 3.1886 |
95-th percentile | 4.0081 |
Maximum | 4.4085 |
Range | 4.816 |
Interquartile range | 1.3125 |
Descriptive statistics
Standard deviation | 1.0694 |
---|---|
Coef of variation | 0.43821 |
Kurtosis | -0.034565 |
Mean | 2.4404 |
MAD | 0.86096 |
Skewness | -0.39568 |
Sum | 114.7 |
Variance | 1.1436 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
3.767900000000002 | 1 | 2.1% | |
2.3758999999999992 | 1 | 2.1% | |
4.233000000000002 | 1 | 2.1% | |
1.8941999999999999 | 1 | 2.1% | |
1.8188999999999997 | 1 | 2.1% | |
2.1258999999999997 | 1 | 2.1% | |
2.2289 | 1 | 2.1% | |
2.6415000000000006 | 1 | 2.1% | |
2.1138 | 1 | 2.1% | |
4.055600000000002 | 1 | 2.1% | |
Other values (37) | 37 | 78.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
-0.40750000000000036 | 1 | 2.1% | |
0.4928999999999992 | 1 | 2.1% | |
0.5389999999999999 | 1 | 2.1% | |
0.7013999999999998 | 1 | 2.1% | |
0.7535000000000005 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
3.843320000000001 | 1 | 2.1% | |
3.8972000000000016 | 1 | 2.1% | |
4.055600000000002 | 1 | 2.1% | |
4.233000000000002 | 1 | 2.1% | |
4.408500000000003 | 1 | 2.1% |
MolMR
Highly correlated
This variable is highly correlated with LabuteASA
and should be ignored for analysis
Correlation | 0.99153 |
---|
MolWt
Highly correlated
This variable is highly correlated with MolMR
and should be ignored for analysis
Correlation | 0.94531 |
---|
NHOHCount
Numeric
Distinct count | 6 |
---|---|
Unique (%) | 12.8% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.1489 |
---|---|
Minimum | 1 |
Maximum | 6 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
Median | 3 |
Q3 | 4 |
95-th percentile | 5 |
Maximum | 6 |
Range | 5 |
Interquartile range | 2 |
Descriptive statistics
Standard deviation | 1.2155 |
---|---|
Coef of variation | 0.38599 |
Kurtosis | -0.35013 |
Mean | 3.1489 |
MAD | 0.94975 |
Skewness | 0.0060791 |
Sum | 148 |
Variance | 1.4773 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
3 | 16 | 34.0% | |
4 | 12 | 25.5% | |
2 | 8 | 17.0% | |
5 | 5 | 10.6% | |
1 | 5 | 10.6% | |
6 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
1 | 5 | 10.6% | |
2 | 8 | 17.0% | |
3 | 16 | 34.0% | |
4 | 12 | 25.5% | |
5 | 5 | 10.6% |
Maximum 5 values
Value | Count | Frequency (%) | |
2 | 8 | 17.0% | |
3 | 16 | 34.0% | |
4 | 12 | 25.5% | |
5 | 5 | 10.6% | |
6 | 1 | 2.1% |
NOCount
Numeric
Distinct count | 7 |
---|---|
Unique (%) | 14.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 6.9362 |
---|---|
Minimum | 4 |
Maximum | 10 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 4 |
---|---|
5-th percentile | 5 |
Q1 | 6 |
Median | 7 |
Q3 | 8 |
95-th percentile | 9 |
Maximum | 10 |
Range | 6 |
Interquartile range | 2 |
Descriptive statistics
Standard deviation | 1.3895 |
---|---|
Coef of variation | 0.20032 |
Kurtosis | -0.3232 |
Mean | 6.9362 |
MAD | 1.0602 |
Skewness | -0.033703 |
Sum | 326 |
Variance | 1.9306 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
7 | 15 | 31.9% | |
6 | 10 | 21.3% | |
8 | 8 | 17.0% | |
9 | 6 | 12.8% | |
5 | 5 | 10.6% | |
4 | 2 | 4.3% | |
10 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
4 | 2 | 4.3% | |
5 | 5 | 10.6% | |
6 | 10 | 21.3% | |
7 | 15 | 31.9% | |
8 | 8 | 17.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
6 | 10 | 21.3% | |
7 | 15 | 31.9% | |
8 | 8 | 17.0% | |
9 | 6 | 12.8% | |
10 | 1 | 2.1% |
NumAliphaticCarbocycles
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.34043 |
---|---|
Minimum | 0 |
Maximum | 3 |
Zeros (%) | 72.3% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 1 |
95-th percentile | 1 |
Maximum | 3 |
Range | 3 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.63508 |
---|---|
Coef of variation | 1.8656 |
Kurtosis | 5.9535 |
Mean | 0.34043 |
MAD | 0.49253 |
Skewness | 2.2336 |
Sum | 16 |
Variance | 0.40333 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 34 | 72.3% | |
1 | 11 | 23.4% | |
3 | 1 | 2.1% | |
2 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 34 | 72.3% | |
1 | 11 | 23.4% | |
2 | 1 | 2.1% | |
3 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 34 | 72.3% | |
1 | 11 | 23.4% | |
2 | 1 | 2.1% | |
3 | 1 | 2.1% |
NumAliphaticHeterocycles
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.59574 |
---|---|
Minimum | 0 |
Maximum | 2 |
Zeros (%) | 55.3% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 1 |
95-th percentile | 2 |
Maximum | 2 |
Range | 2 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.7419 |
---|---|
Coef of variation | 1.2453 |
Kurtosis | -0.68229 |
Mean | 0.59574 |
MAD | 0.65912 |
Skewness | 0.82353 |
Sum | 28 |
Variance | 0.55042 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 26 | 55.3% | |
1 | 14 | 29.8% | |
2 | 7 | 14.9% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 26 | 55.3% | |
1 | 14 | 29.8% | |
2 | 7 | 14.9% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 26 | 55.3% | |
1 | 14 | 29.8% | |
2 | 7 | 14.9% |
NumAliphaticRings
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.93617 |
---|---|
Minimum | 0 |
Maximum | 3 |
Zeros (%) | 29.8% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 1 |
Q3 | 1 |
95-th percentile | 2 |
Maximum | 3 |
Range | 3 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.76341 |
---|---|
Coef of variation | 0.81546 |
Kurtosis | -0.2581 |
Mean | 0.93617 |
MAD | 0.55772 |
Skewness | 0.41571 |
Sum | 44 |
Variance | 0.58279 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
1 | 23 | 48.9% | |
0 | 14 | 29.8% | |
2 | 9 | 19.1% | |
3 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 14 | 29.8% | |
1 | 23 | 48.9% | |
2 | 9 | 19.1% | |
3 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 14 | 29.8% | |
1 | 23 | 48.9% | |
2 | 9 | 19.1% | |
3 | 1 | 2.1% |
NumAromaticCarbocycles
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 1.1702 |
---|---|
Minimum | 0 |
Maximum | 2 |
Zeros (%) | 19.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
Median | 1 |
Q3 | 2 |
95-th percentile | 2 |
Maximum | 2 |
Range | 2 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.73186 |
---|---|
Coef of variation | 0.62541 |
Kurtosis | -1.0515 |
Mean | 1.1702 |
MAD | 0.60027 |
Skewness | -0.27878 |
Sum | 55 |
Variance | 0.53562 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
1 | 21 | 44.7% | |
2 | 17 | 36.2% | |
0 | 9 | 19.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 9 | 19.1% | |
1 | 21 | 44.7% | |
2 | 17 | 36.2% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 9 | 19.1% | |
1 | 21 | 44.7% | |
2 | 17 | 36.2% |
NumAromaticHeterocycles
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 1.4681 |
---|---|
Minimum | 0 |
Maximum | 3 |
Zeros (%) | 10.6% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
Median | 2 |
Q3 | 2 |
95-th percentile | 2.7 |
Maximum | 3 |
Range | 3 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.77603 |
---|---|
Coef of variation | 0.5286 |
Kurtosis | -0.31754 |
Mean | 1.4681 |
MAD | 0.67089 |
Skewness | -0.18079 |
Sum | 69 |
Variance | 0.60222 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
2 | 21 | 44.7% | |
1 | 18 | 38.3% | |
0 | 5 | 10.6% | |
3 | 3 | 6.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 5 | 10.6% | |
1 | 18 | 38.3% | |
2 | 21 | 44.7% | |
3 | 3 | 6.4% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 5 | 10.6% | |
1 | 18 | 38.3% | |
2 | 21 | 44.7% | |
3 | 3 | 6.4% |
NumAromaticRings
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 2.6383 |
---|---|
Minimum | 1 |
Maximum | 4 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 2 |
Median | 3 |
Q3 | 3 |
95-th percentile | 4 |
Maximum | 4 |
Range | 3 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.67326 |
---|---|
Coef of variation | 0.25519 |
Kurtosis | -0.25202 |
Mean | 2.6383 |
MAD | 0.58579 |
Skewness | 0.13762 |
Sum | 124 |
Variance | 0.45328 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
3 | 23 | 48.9% | |
2 | 19 | 40.4% | |
4 | 4 | 8.5% | |
1 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
1 | 1 | 2.1% | |
2 | 19 | 40.4% | |
3 | 23 | 48.9% | |
4 | 4 | 8.5% |
Maximum 5 values
Value | Count | Frequency (%) | |
1 | 1 | 2.1% | |
2 | 19 | 40.4% | |
3 | 23 | 48.9% | |
4 | 4 | 8.5% |
NumHAcceptors
Numeric
Distinct count | 8 |
---|---|
Unique (%) | 17.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 5.4681 |
---|---|
Minimum | 2 |
Maximum | 9 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 3 |
Q1 | 4 |
Median | 6 |
Q3 | 6 |
95-th percentile | 7.7 |
Maximum | 9 |
Range | 7 |
Interquartile range | 2 |
Descriptive statistics
Standard deviation | 1.5583 |
---|---|
Coef of variation | 0.28498 |
Kurtosis | 0.16816 |
Mean | 5.4681 |
MAD | 1.2467 |
Skewness | -0.046074 |
Sum | 257 |
Variance | 2.4283 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
6 | 14 | 29.8% | |
5 | 9 | 19.1% | |
4 | 9 | 19.1% | |
7 | 8 | 17.0% | |
9 | 2 | 4.3% | |
3 | 2 | 4.3% | |
2 | 2 | 4.3% | |
8 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
2 | 2 | 4.3% | |
3 | 2 | 4.3% | |
4 | 9 | 19.1% | |
5 | 9 | 19.1% | |
6 | 14 | 29.8% |
Maximum 5 values
Value | Count | Frequency (%) | |
5 | 9 | 19.1% | |
6 | 14 | 29.8% | |
7 | 8 | 17.0% | |
8 | 1 | 2.1% | |
9 | 2 | 4.3% |
NumHDonors
Numeric
Distinct count | 5 |
---|---|
Unique (%) | 10.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 2.6383 |
---|---|
Minimum | 1 |
Maximum | 5 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
Median | 3 |
Q3 | 3 |
95-th percentile | 4 |
Maximum | 5 |
Range | 4 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.87042 |
---|---|
Coef of variation | 0.32992 |
Kurtosis | 0.39502 |
Mean | 2.6383 |
MAD | 0.70167 |
Skewness | -0.033012 |
Sum | 124 |
Variance | 0.75763 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
3 | 24 | 51.1% | |
2 | 13 | 27.7% | |
1 | 5 | 10.6% | |
4 | 4 | 8.5% | |
5 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
1 | 5 | 10.6% | |
2 | 13 | 27.7% | |
3 | 24 | 51.1% | |
4 | 4 | 8.5% | |
5 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
1 | 5 | 10.6% | |
2 | 13 | 27.7% | |
3 | 24 | 51.1% | |
4 | 4 | 8.5% | |
5 | 1 | 2.1% |
NumHeteroatoms
Numeric
Distinct count | 6 |
---|---|
Unique (%) | 12.8% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 7.617 |
---|---|
Minimum | 5 |
Maximum | 10 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 5 |
Q1 | 7 |
Median | 7 |
Q3 | 9 |
95-th percentile | 10 |
Maximum | 10 |
Range | 5 |
Interquartile range | 2 |
Descriptive statistics
Standard deviation | 1.5259 |
---|---|
Coef of variation | 0.20033 |
Kurtosis | -0.95524 |
Mean | 7.617 |
MAD | 1.2947 |
Skewness | 0.07476 |
Sum | 358 |
Variance | 2.3284 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
7 | 14 | 29.8% | |
9 | 8 | 17.0% | |
10 | 7 | 14.9% | |
8 | 7 | 14.9% | |
6 | 7 | 14.9% | |
5 | 4 | 8.5% |
Minimum 5 values
Value | Count | Frequency (%) | |
5 | 4 | 8.5% | |
6 | 7 | 14.9% | |
7 | 14 | 29.8% | |
8 | 7 | 14.9% | |
9 | 8 | 17.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
6 | 7 | 14.9% | |
7 | 14 | 29.8% | |
8 | 7 | 14.9% | |
9 | 8 | 17.0% | |
10 | 7 | 14.9% |
NumRadicalElectrons
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
NumRotatableBonds
Numeric
Distinct count | 9 |
---|---|
Unique (%) | 19.1% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 4.3617 |
---|---|
Minimum | 1 |
Maximum | 10 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 3 |
Median | 4 |
Q3 | 6 |
95-th percentile | 8 |
Maximum | 10 |
Range | 9 |
Interquartile range | 3 |
Descriptive statistics
Standard deviation | 1.9828 |
---|---|
Coef of variation | 0.4546 |
Kurtosis | 0.11394 |
Mean | 4.3617 |
MAD | 1.6342 |
Skewness | 0.67728 |
Sum | 205 |
Variance | 3.9315 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
3 | 12 | 25.5% | |
5 | 8 | 17.0% | |
6 | 7 | 14.9% | |
2 | 7 | 14.9% | |
4 | 6 | 12.8% | |
8 | 3 | 6.4% | |
7 | 2 | 4.3% | |
10 | 1 | 2.1% | |
1 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
1 | 1 | 2.1% | |
2 | 7 | 14.9% | |
3 | 12 | 25.5% | |
4 | 6 | 12.8% | |
5 | 8 | 17.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
5 | 8 | 17.0% | |
6 | 7 | 14.9% | |
7 | 2 | 4.3% | |
8 | 3 | 6.4% | |
10 | 1 | 2.1% |
NumSaturatedCarbocycles
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.21277 |
---|---|
Minimum | 0 |
Maximum | 3 |
Zeros (%) | 85.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 0 |
95-th percentile | 1 |
Maximum | 3 |
Range | 3 |
Interquartile range | 0 |
Descriptive statistics
Standard deviation | 0.58741 |
---|---|
Coef of variation | 2.7608 |
Kurtosis | 11.889 |
Mean | 0.21277 |
MAD | 0.36215 |
Skewness | 3.2952 |
Sum | 10 |
Variance | 0.34505 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 5 | 10.6% | |
3 | 1 | 2.1% | |
2 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 5 | 10.6% | |
2 | 1 | 2.1% | |
3 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 5 | 10.6% | |
2 | 1 | 2.1% | |
3 | 1 | 2.1% |
NumSaturatedHeterocycles
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.14894 |
---|
0 | |
---|---|
1 | 7 |
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 7 | 14.9% |
NumSaturatedRings
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.3617 |
---|---|
Minimum | 0 |
Maximum | 3 |
Zeros (%) | 70.2% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 1 |
95-th percentile | 1 |
Maximum | 3 |
Range | 3 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.64016 |
---|---|
Coef of variation | 1.7699 |
Kurtosis | 5.3794 |
Mean | 0.3617 |
MAD | 0.50792 |
Skewness | 2.1049 |
Sum | 17 |
Variance | 0.40981 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 33 | 70.2% | |
1 | 12 | 25.5% | |
3 | 1 | 2.1% | |
2 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 33 | 70.2% | |
1 | 12 | 25.5% | |
2 | 1 | 2.1% | |
3 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 33 | 70.2% | |
1 | 12 | 25.5% | |
2 | 1 | 2.1% | |
3 | 1 | 2.1% |
NumValenceElectrons
Highly correlated
This variable is highly correlated with MolWt
and should be ignored for analysis
Correlation | 0.94986 |
---|
PEOE_VSA1
Numeric
Distinct count | 27 |
---|---|
Unique (%) | 57.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 14.831 |
---|---|
Minimum | 4.7369 |
Maximum | 30.208 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 4.7369 |
---|---|
5-th percentile | 4.9108 |
Q1 | 10.425 |
Median | 15.051 |
Q3 | 20.126 |
95-th percentile | 25.361 |
Maximum | 30.208 |
Range | 25.471 |
Interquartile range | 9.7006 |
Descriptive statistics
Standard deviation | 6.5659 |
---|---|
Coef of variation | 0.44272 |
Kurtosis | -0.33004 |
Mean | 14.831 |
MAD | 5.1797 |
Skewness | 0.23423 |
Sum | 697.06 |
Variance | 43.111 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
5.316788604006331 | 5 | 10.6% | |
15.037630078753587 | 5 | 10.6% | |
10.633577208012662 | 5 | 10.6% | |
20.307204250644723 | 3 | 6.4% | |
15.454508951909443 | 3 | 6.4% | |
4.736862953800049 | 3 | 6.4% | |
20.9343443329662 | 2 | 4.3% | |
10.216698334856808 | 2 | 4.3% | |
19.774493032553636 | 1 | 2.1% | |
29.733715726129624 | 1 | 2.1% | |
Other values (17) | 17 | 36.2% |
Minimum 5 values
Value | Count | Frequency (%) | |
4.736862953800049 | 3 | 6.4% | |
5.316788604006331 | 5 | 10.6% | |
9.733939541059678 | 1 | 2.1% | |
10.05365155780638 | 1 | 2.1% | |
10.216698334856808 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
21.52098651213075 | 1 | 2.1% | |
24.636642852425943 | 1 | 2.1% | |
25.67120728676625 | 1 | 2.1% | |
29.733715726129624 | 1 | 2.1% | |
30.208268829557248 | 1 | 2.1% |
PEOE_VSA10
Numeric
Distinct count | 18 |
---|---|
Unique (%) | 38.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 5.9961 |
---|---|
Minimum | 0 |
Maximum | 40.877 |
Zeros (%) | 42.6% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 5.6939 |
Q3 | 6.6069 |
95-th percentile | 21.184 |
Maximum | 40.877 |
Range | 40.877 |
Interquartile range | 6.6069 |
Descriptive statistics
Standard deviation | 8.2757 |
---|---|
Coef of variation | 1.3802 |
Kurtosis | 7.2434 |
Mean | 5.9961 |
MAD | 5.2544 |
Skewness | 2.4214 |
Sum | 281.81 |
Variance | 68.488 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 20 | 42.6% | |
5.749511833283905 | 5 | 10.6% | |
5.693927994848461 | 3 | 6.4% | |
6.606881964512918 | 3 | 6.4% | |
11.443439828132366 | 2 | 4.3% | |
5.817862777835028 | 2 | 4.3% | |
11.635083618880923 | 1 | 2.1% | |
5.647177220767728 | 1 | 2.1% | |
17.383953515375694 | 1 | 2.1% | |
11.436898107967467 | 1 | 2.1% | |
Other values (8) | 8 | 17.0% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 20 | 42.6% | |
5.647177220767728 | 1 | 2.1% | |
5.693927994848461 | 3 | 6.4% | |
5.697039313055833 | 1 | 2.1% | |
5.749511833283905 | 5 | 10.6% |
Maximum 5 values
Value | Count | Frequency (%) | |
12.356393797796823 | 1 | 2.1% | |
17.383953515375694 | 1 | 2.1% | |
22.81198699154871 | 1 | 2.1% | |
30.652293812225427 | 1 | 2.1% | |
40.877238235210164 | 1 | 2.1% |
PEOE_VSA11
Numeric
Distinct count | 15 |
---|---|
Unique (%) | 31.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 7.1857 |
---|---|
Minimum | 0 |
Maximum | 21.991 |
Zeros (%) | 29.8% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 5.7832 |
Q3 | 11.164 |
95-th percentile | 16.982 |
Maximum | 21.991 |
Range | 21.991 |
Interquartile range | 11.164 |
Descriptive statistics
Standard deviation | 6.3782 |
---|---|
Coef of variation | 0.88762 |
Kurtosis | -0.79666 |
Mean | 7.1857 |
MAD | 5.3073 |
Skewness | 0.52487 |
Sum | 337.73 |
Variance | 40.681 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 14 | 29.8% | |
16.98174071621902 | 7 | 14.9% | |
11.16387793838399 | 6 | 12.8% | |
5.783244946364939 | 5 | 10.6% | |
5.817862777835028 | 3 | 6.4% | |
5.131558479839333 | 2 | 4.3% | |
5.711685002770702 | 2 | 4.3% | |
5.959554568743835 | 1 | 2.1% | |
21.991140054082468 | 1 | 2.1% | |
5.647177220767728 | 1 | 2.1% | |
Other values (5) | 5 | 10.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 14 | 29.8% | |
5.131558479839333 | 2 | 4.3% | |
5.428790391900542 | 1 | 2.1% | |
5.647177220767728 | 1 | 2.1% | |
5.711685002770702 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
11.16387793838399 | 6 | 12.8% | |
11.430422167132667 | 1 | 2.1% | |
16.94712288474893 | 1 | 2.1% | |
16.98174071621902 | 7 | 14.9% | |
21.991140054082468 | 1 | 2.1% |
PEOE_VSA12
Numeric
Distinct count | 13 |
---|---|
Unique (%) | 27.7% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 6.4744 |
---|---|
Minimum | 0 |
Maximum | 21.852 |
Zeros (%) | 34.0% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 5.9483 |
Q3 | 10.83 |
95-th percentile | 17.072 |
Maximum | 21.852 |
Range | 21.852 |
Interquartile range | 10.83 |
Descriptive statistics
Standard deviation | 5.8969 |
---|---|
Coef of variation | 0.9108 |
Kurtosis | -0.39462 |
Mean | 6.4744 |
MAD | 4.7461 |
Skewness | 0.55623 |
Sum | 304.3 |
Variance | 34.774 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 16 | 34.0% | |
5.948339280986494 | 9 | 19.1% | |
11.828327617421866 | 5 | 10.6% | |
10.023291153407584 | 5 | 10.6% | |
5.783244946364939 | 3 | 6.4% | |
5.907179729351506 | 2 | 4.3% | |
17.54290528502156 | 1 | 2.1% | |
17.73550734677337 | 1 | 2.1% | |
15.97163043439408 | 1 | 2.1% | |
11.635725555670057 | 1 | 2.1% | |
Other values (3) | 3 | 6.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 16 | 34.0% | |
5.783244946364939 | 3 | 6.4% | |
5.907179729351506 | 2 | 4.3% | |
5.948339280986494 | 9 | 19.1% | |
10.023291153407584 | 5 | 10.6% |
Maximum 5 values
Value | Count | Frequency (%) | |
15.806536099772522 | 1 | 2.1% | |
15.97163043439408 | 1 | 2.1% | |
17.54290528502156 | 1 | 2.1% | |
17.73550734677337 | 1 | 2.1% | |
21.85161877082945 | 1 | 2.1% |
PEOE_VSA13
Numeric
Distinct count | 8 |
---|---|
Unique (%) | 17.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.6049 |
---|---|
Minimum | 0 |
Maximum | 16.025 |
Zeros (%) | 59.6% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 5.9072 |
95-th percentile | 15.93 |
Maximum | 16.025 |
Range | 16.025 |
Interquartile range | 5.9072 |
Descriptive statistics
Standard deviation | 5.1738 |
---|---|
Coef of variation | 1.4352 |
Kurtosis | 0.62337 |
Mean | 3.6049 |
MAD | 4.2952 |
Skewness | 1.3013 |
Sum | 169.43 |
Variance | 26.769 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 28 | 59.6% | |
5.907179729351506 | 9 | 19.1% | |
15.930470882759089 | 3 | 6.4% | |
11.594566004035068 | 2 | 4.3% | |
5.879988336435371 | 2 | 4.3% | |
11.814359458703011 | 1 | 2.1% | |
5.687386274683562 | 1 | 2.1% | |
16.02530658838506 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 28 | 59.6% | |
5.687386274683562 | 1 | 2.1% | |
5.879988336435371 | 2 | 4.3% | |
5.907179729351506 | 9 | 19.1% | |
11.594566004035068 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
5.907179729351506 | 9 | 19.1% | |
11.594566004035068 | 2 | 4.3% | |
11.814359458703011 | 1 | 2.1% | |
15.930470882759089 | 3 | 6.4% | |
16.02530658838506 | 1 | 2.1% |
PEOE_VSA14
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.76861 |
---|---|
Minimum | 0 |
Maximum | 6.0311 |
Zeros (%) | 87.2% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 0 |
95-th percentile | 6.0311 |
Maximum | 6.0311 |
Range | 6.0311 |
Interquartile range | 0 |
Descriptive statistics
Standard deviation | 2.0309 |
---|---|
Coef of variation | 2.6423 |
Kurtosis | 3.4627 |
Mean | 0.76861 |
MAD | 1.341 |
Skewness | 2.3058 |
Sum | 36.125 |
Variance | 4.1247 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 41 | 87.2% | |
6.031114512338072 | 5 | 10.6% | |
5.969305287951849 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 41 | 87.2% | |
5.969305287951849 | 1 | 2.1% | |
6.031114512338072 | 5 | 10.6% |
Maximum 5 values
Value | Count | Frequency (%) | |
0.0 | 41 | 87.2% | |
5.969305287951849 | 1 | 2.1% | |
6.031114512338072 | 5 | 10.6% |
PEOE_VSA2
Numeric
Distinct count | 16 |
---|---|
Unique (%) | 34.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 6.3714 |
---|---|
Minimum | 0 |
Maximum | 19.703 |
Zeros (%) | 29.8% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 4.7945 |
Q3 | 9.8932 |
95-th percentile | 15.319 |
Maximum | 19.703 |
Range | 19.703 |
Interquartile range | 9.8932 |
Descriptive statistics
Standard deviation | 5.6772 |
---|---|
Coef of variation | 0.89104 |
Kurtosis | -0.44316 |
Mean | 6.3714 |
MAD | 4.7687 |
Skewness | 0.59449 |
Sum | 299.46 |
Variance | 32.23 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 14 | 29.8% | |
4.794537184071822 | 12 | 25.5% | |
9.893218992372859 | 5 | 10.6% | |
4.400694606261793 | 2 | 4.3% | |
9.51663204852391 | 2 | 4.3% | |
10.220328581182207 | 2 | 4.3% | |
10.111325788078153 | 1 | 2.1% | |
15.319010389483244 | 1 | 2.1% | |
15.319010389483243 | 1 | 2.1% | |
15.21300007706661 | 1 | 2.1% | |
Other values (6) | 6 | 12.8% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 14 | 29.8% | |
4.400694606261793 | 2 | 4.3% | |
4.794537184071822 | 12 | 25.5% | |
9.51663204852391 | 2 | 4.3% | |
9.589074368143644 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
15.21300007706661 | 1 | 2.1% | |
15.319010389483243 | 1 | 2.1% | |
15.319010389483244 | 1 | 2.1% | |
19.67173469739189 | 1 | 2.1% | |
19.703392636909214 | 1 | 2.1% |
PEOE_VSA3
Numeric
Distinct count | 17 |
---|---|
Unique (%) | 36.2% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 8.1016 |
---|---|
Minimum | 0 |
Maximum | 22.931 |
Zeros (%) | 14.9% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4.8893 |
Median | 4.984 |
Q3 | 13.402 |
95-th percentile | 18.307 |
Maximum | 22.931 |
Range | 22.931 |
Interquartile range | 8.5125 |
Descriptive statistics
Standard deviation | 5.908 |
---|---|
Coef of variation | 0.72925 |
Kurtosis | -0.61461 |
Mean | 8.1016 |
MAD | 5.1412 |
Skewness | 0.48671 |
Sum | 380.77 |
Variance | 34.905 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
4.9839785209472085 | 15 | 31.9% | |
0.0 | 7 | 14.9% | |
13.556770721936878 | 3 | 6.4% | |
4.794537184071822 | 3 | 6.4% | |
13.139891848781026 | 3 | 6.4% | |
14.951935562841626 | 2 | 4.3% | |
4.39041504767482 | 2 | 4.3% | |
9.967957041894417 | 2 | 4.3% | |
13.401775505276145 | 2 | 4.3% | |
22.931164290558904 | 1 | 2.1% | |
Other values (7) | 7 | 14.9% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 7 | 14.9% | |
4.39041504767482 | 2 | 4.3% | |
4.794537184071822 | 3 | 6.4% | |
4.9839785209472085 | 15 | 31.9% | |
9.77851570501903 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
14.951935562841626 | 2 | 4.3% | |
18.123870369728234 | 1 | 2.1% | |
18.385754026223353 | 1 | 2.1% | |
18.540749242884086 | 1 | 2.1% | |
22.931164290558904 | 1 | 2.1% |
PEOE_VSA4
Numeric
Distinct count | 6 |
---|---|
Unique (%) | 12.8% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 4.8719 |
---|---|
Minimum | 0 |
Maximum | 9.968 |
Zeros (%) | 38.3% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 5.0987 |
Q3 | 9.968 |
95-th percentile | 9.968 |
Maximum | 9.968 |
Range | 9.968 |
Interquartile range | 9.968 |
Descriptive statistics
Standard deviation | 4.3135 |
---|---|
Coef of variation | 0.88539 |
Kurtosis | -1.6972 |
Mean | 4.8719 |
MAD | 3.7317 |
Skewness | 0.022833 |
Sum | 228.98 |
Variance | 18.607 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 18 | 38.3% | |
9.967957041894417 | 16 | 34.0% | |
5.098681808301038 | 9 | 19.1% | |
5.101407525739723 | 2 | 4.3% | |
4.9839785209472085 | 1 | 2.1% | |
8.417796984328938 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 18 | 38.3% | |
4.9839785209472085 | 1 | 2.1% | |
5.098681808301038 | 9 | 19.1% | |
5.101407525739723 | 2 | 4.3% | |
8.417796984328938 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
4.9839785209472085 | 1 | 2.1% | |
5.098681808301038 | 9 | 19.1% | |
5.101407525739723 | 2 | 4.3% | |
8.417796984328938 | 1 | 2.1% | |
9.967957041894417 | 16 | 34.0% |
PEOE_VSA5
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 2.1566 |
---|---|
Minimum | 0 |
Maximum | 11.762 |
Zeros (%) | 78.7% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 0 |
95-th percentile | 11.337 |
Maximum | 11.762 |
Range | 11.762 |
Interquartile range | 0 |
Descriptive statistics
Standard deviation | 4.3673 |
---|---|
Coef of variation | 2.0251 |
Kurtosis | 0.91672 |
Mean | 2.1566 |
MAD | 3.3954 |
Skewness | 1.6586 |
Sum | 101.36 |
Variance | 19.074 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 37 | 78.7% | |
11.336785877934737 | 6 | 12.8% | |
4.907065243988282 | 2 | 4.3% | |
11.761884949391115 | 2 | 4.3% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 37 | 78.7% | |
4.907065243988282 | 2 | 4.3% | |
11.336785877934737 | 6 | 12.8% | |
11.761884949391115 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
0.0 | 37 | 78.7% | |
4.907065243988282 | 2 | 4.3% | |
11.336785877934737 | 6 | 12.8% | |
11.761884949391115 | 2 | 4.3% |
PEOE_VSA6
Numeric
Distinct count | 21 |
---|---|
Unique (%) | 44.7% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 15.461 |
---|---|
Minimum | 0 |
Maximum | 60.664 |
Zeros (%) | 21.3% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 6.0664 |
Median | 12.152 |
Q3 | 19.262 |
95-th percentile | 37.4 |
Maximum | 60.664 |
Range | 60.664 |
Interquartile range | 13.196 |
Descriptive statistics
Standard deviation | 13.121 |
---|---|
Coef of variation | 0.84864 |
Kurtosis | 1.8748 |
Mean | 15.461 |
MAD | 9.8635 |
Skewness | 1.1178 |
Sum | 726.65 |
Variance | 172.15 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 10 | 21.3% | |
12.13273413692322 | 9 | 19.1% | |
18.19910120538483 | 4 | 8.5% | |
6.06636706846161 | 4 | 8.5% | |
19.26246486877803 | 4 | 8.5% | |
24.26546827384644 | 1 | 2.1% | |
12.152040213667762 | 1 | 2.1% | |
37.255572541998674 | 1 | 2.1% | |
12.841643245852019 | 1 | 2.1% | |
25.448414289613766 | 1 | 2.1% | |
Other values (11) | 11 | 23.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 10 | 21.3% | |
6.06636706846161 | 4 | 8.5% | |
12.13273413692322 | 9 | 19.1% | |
12.152040213667762 | 1 | 2.1% | |
12.841643245852019 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
32.107997477006606 | 1 | 2.1% | |
37.255572541998674 | 1 | 2.1% | |
37.46156607416286 | 1 | 2.1% | |
43.173478588160066 | 1 | 2.1% | |
60.6636706846161 | 1 | 2.1% |
PEOE_VSA7
Numeric
Distinct count | 37 |
---|---|
Unique (%) | 78.7% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 28.228 |
---|---|
Minimum | 0 |
Maximum | 54.952 |
Zeros (%) | 4.3% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 5.5635 |
Q1 | 18.657 |
Median | 30.332 |
Q3 | 37.318 |
95-th percentile | 48.432 |
Maximum | 54.952 |
Range | 54.952 |
Interquartile range | 18.661 |
Descriptive statistics
Standard deviation | 13.521 |
---|---|
Coef of variation | 0.47898 |
Kurtosis | -0.42099 |
Mean | 28.228 |
MAD | 10.776 |
Skewness | -0.33266 |
Sum | 1326.7 |
Variance | 182.81 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
30.33183534230805 | 7 | 14.9% | |
0.0 | 2 | 4.3% | |
6.4208216229260096 | 2 | 4.3% | |
37.96448165092747 | 2 | 4.3% | |
5.563451491696996 | 2 | 4.3% | |
18.55355575984923 | 1 | 2.1% | |
36.39820241076966 | 1 | 2.1% | |
37.107111519698464 | 1 | 2.1% | |
24.27512131221871 | 1 | 2.1% | |
18.19910120538483 | 1 | 2.1% | |
Other values (27) | 27 | 57.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 2 | 4.3% | |
5.563451491696996 | 2 | 4.3% | |
6.4208216229260096 | 2 | 4.3% | |
12.13273413692322 | 1 | 2.1% | |
12.841643245852019 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
44.442835783717456 | 1 | 2.1% | |
48.20189949371851 | 1 | 2.1% | |
48.53093654769288 | 1 | 2.1% | |
49.38830667892189 | 1 | 2.1% | |
54.95175817061889 | 1 | 2.1% |
PEOE_VSA8
Numeric
Distinct count | 38 |
---|---|
Unique (%) | 80.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 18.53 |
---|---|
Minimum | 0 |
Maximum | 44.562 |
Zeros (%) | 8.5% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 10.353 |
Median | 18.081 |
Q3 | 29.503 |
95-th percentile | 33.742 |
Maximum | 44.562 |
Range | 44.562 |
Interquartile range | 19.15 |
Descriptive statistics
Standard deviation | 11.25 |
---|---|
Coef of variation | 0.60711 |
Kurtosis | -0.89291 |
Mean | 18.53 |
MAD | 9.5631 |
Skewness | 0.044774 |
Sum | 870.93 |
Variance | 126.56 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 4 | 8.5% | |
11.250837766380558 | 2 | 4.3% | |
5.687386274683562 | 2 | 4.3% | |
23.138178930884568 | 2 | 4.3% | |
5.563451491696996 | 2 | 4.3% | |
18.081073417909714 | 2 | 4.3% | |
31.470081310060515 | 2 | 4.3% | |
44.562394844036255 | 1 | 2.1% | |
34.715085272963556 | 1 | 2.1% | |
22.501675532761116 | 1 | 2.1% | |
Other values (28) | 28 | 59.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 4 | 8.5% | |
5.563451491696996 | 2 | 4.3% | |
5.687386274683562 | 2 | 4.3% | |
5.917906046161393 | 1 | 2.1% | |
6.4208216229260096 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
30.916174943596832 | 1 | 2.1% | |
31.470081310060515 | 2 | 4.3% | |
34.715085272963556 | 1 | 2.1% | |
35.59836478940461 | 1 | 2.1% | |
44.562394844036255 | 1 | 2.1% |
PEOE_VSA9
Numeric
Distinct count | 37 |
---|---|
Unique (%) | 78.7% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 20.035 |
---|---|
Minimum | 6.0418 |
Maximum | 71.314 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 6.0418 |
---|---|
5-th percentile | 6.6069 |
Q1 | 12.369 |
Median | 17.83 |
Q3 | 25.842 |
95-th percentile | 33.999 |
Maximum | 71.314 |
Range | 65.272 |
Interquartile range | 13.473 |
Descriptive statistics
Standard deviation | 11.416 |
---|---|
Coef of variation | 0.56982 |
Kurtosis | 7.5593 |
Mean | 20.035 |
MAD | 8.48 |
Skewness | 2.0463 |
Sum | 941.65 |
Variance | 130.33 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
12.934202039277459 | 4 | 8.5% | |
10.468588005587042 | 4 | 8.5% | |
12.369160903912501 | 3 | 6.4% | |
6.606881964512918 | 2 | 4.3% | |
18.97604286842542 | 2 | 4.3% | |
25.032668270020114 | 1 | 2.1% | |
22.508217252926016 | 1 | 2.1% | |
17.829685514795237 | 1 | 2.1% | |
18.61506170233109 | 1 | 2.1% | |
24.853235527556716 | 1 | 2.1% | |
Other values (27) | 27 | 57.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
6.041840829147961 | 1 | 2.1% | |
6.3273200747645415 | 1 | 2.1% | |
6.606881964512918 | 2 | 4.3% | |
10.468588005587042 | 4 | 8.5% | |
10.582869750201336 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
31.177127949899763 | 1 | 2.1% | |
31.883134187973344 | 1 | 2.1% | |
34.90543343585789 | 1 | 2.1% | |
38.41823755551365 | 1 | 2.1% | |
71.31361374465602 | 1 | 2.1% |
RingCount
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.5745 |
---|---|
Minimum | 2 |
Maximum | 5 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 2.3 |
Q1 | 3 |
Median | 4 |
Q3 | 4 |
95-th percentile | 5 |
Maximum | 5 |
Range | 3 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.77304 |
---|---|
Coef of variation | 0.21627 |
Kurtosis | -0.30626 |
Mean | 3.5745 |
MAD | 0.66546 |
Skewness | 0.03511 |
Sum | 168 |
Variance | 0.59759 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
4 | 20 | 42.6% | |
3 | 19 | 40.4% | |
5 | 5 | 10.6% | |
2 | 3 | 6.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
2 | 3 | 6.4% | |
3 | 19 | 40.4% | |
4 | 20 | 42.6% | |
5 | 5 | 10.6% |
Maximum 5 values
Value | Count | Frequency (%) | |
2 | 3 | 6.4% | |
3 | 19 | 40.4% | |
4 | 20 | 42.6% | |
5 | 5 | 10.6% |
SMR_VSA1
Numeric
Distinct count | 29 |
---|---|
Unique (%) | 61.7% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 12.183 |
---|---|
Minimum | 0 |
Maximum | 33.062 |
Zeros (%) | 2.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 4.7369 |
Q1 | 9.5026 |
Median | 13.212 |
Q3 | 14.616 |
95-th percentile | 21.567 |
Maximum | 33.062 |
Range | 33.062 |
Interquartile range | 5.1136 |
Descriptive statistics
Standard deviation | 5.9722 |
---|---|
Coef of variation | 0.4902 |
Kurtosis | 2.2472 |
Mean | 12.183 |
MAD | 4.4881 |
Skewness | 0.88337 |
Sum | 572.61 |
Variance | 35.667 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
9.53140013787187 | 6 | 12.8% | |
13.212334168400758 | 6 | 12.8% | |
4.736862953800049 | 4 | 8.5% | |
9.589074368143644 | 3 | 6.4% | |
5.106527394840706 | 3 | 6.4% | |
5.733667477162185 | 2 | 4.3% | |
13.92181518554669 | 1 | 2.1% | |
14.488984098994122 | 1 | 2.1% | |
17.629485105454105 | 1 | 2.1% | |
14.918619708908828 | 1 | 2.1% | |
Other values (19) | 19 | 40.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 1 | 2.1% | |
4.736862953800049 | 4 | 8.5% | |
5.106527394840706 | 3 | 6.4% | |
5.733667477162185 | 2 | 4.3% | |
9.211688121125169 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
19.06280027574374 | 1 | 2.1% | |
19.24924837076136 | 1 | 2.1% | |
22.559621226162943 | 1 | 2.1% | |
24.636642852425943 | 1 | 2.1% | |
33.06216164273269 | 1 | 2.1% |
SMR_VSA10
Numeric
Distinct count | 40 |
---|---|
Unique (%) | 85.1% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 28.916 |
---|---|
Minimum | 16.817 |
Maximum | 60.25 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 16.817 |
---|---|
5-th percentile | 17.112 |
Q1 | 22.469 |
Median | 27.216 |
Q3 | 33.647 |
95-th percentile | 49.227 |
Maximum | 60.25 |
Range | 43.433 |
Interquartile range | 11.178 |
Descriptive statistics
Standard deviation | 10.732 |
---|---|
Coef of variation | 0.37115 |
Kurtosis | 0.69984 |
Mean | 28.916 |
MAD | 8.4365 |
Skewness | 1.0496 |
Sum | 1359 |
Variance | 115.18 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
22.930079997205514 | 4 | 8.5% | |
17.112217219370486 | 3 | 6.4% | |
17.282902776437783 | 2 | 4.3% | |
17.501745733386574 | 2 | 4.3% | |
21.882556206606402 | 1 | 2.1% | |
28.838531611321308 | 1 | 2.1% | |
16.81664638159746 | 1 | 2.1% | |
22.57018424633955 | 1 | 2.1% | |
28.931076915621777 | 1 | 2.1% | |
34.128899382355776 | 1 | 2.1% | |
Other values (30) | 30 | 63.8% |
Minimum 5 values
Value | Count | Frequency (%) | |
16.81664638159746 | 1 | 2.1% | |
17.112217219370486 | 3 | 6.4% | |
17.282902776437783 | 2 | 4.3% | |
17.377810950400008 | 1 | 2.1% | |
17.453588333505085 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
46.18771145007344 | 1 | 2.1% | |
48.94687233284626 | 1 | 2.1% | |
49.34669231996955 | 1 | 2.1% | |
54.57033494691701 | 1 | 2.1% | |
60.249617252050605 | 1 | 2.1% |
SMR_VSA2
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.11509 |
---|
0.0 | |
---|---|
5.409283605791522 | 1 |
Value | Count | Frequency (%) | |
0.0 | 46 | 97.9% | |
5.409283605791522 | 1 | 2.1% |
SMR_VSA3
Numeric
Distinct count | 17 |
---|---|
Unique (%) | 36.2% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 12.798 |
---|---|
Minimum | 0 |
Maximum | 25.616 |
Zeros (%) | 8.5% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4.984 |
Median | 10.197 |
Q3 | 19.519 |
95-th percentile | 20.492 |
Maximum | 25.616 |
Range | 25.616 |
Interquartile range | 14.535 |
Descriptive statistics
Standard deviation | 7.3193 |
---|---|
Coef of variation | 0.5719 |
Kurtosis | -1.1861 |
Mean | 12.798 |
MAD | 6.5035 |
Skewness | -0.18418 |
Sum | 601.51 |
Variance | 53.572 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
4.9839785209472085 | 7 | 14.9% | |
9.967957041894417 | 6 | 12.8% | |
19.935914083788834 | 6 | 12.8% | |
19.51903521063298 | 6 | 12.8% | |
0.0 | 4 | 8.5% | |
15.181342137549283 | 3 | 6.4% | |
10.197363616602075 | 3 | 6.4% | |
19.352630169103417 | 2 | 4.3% | |
4.722094864452088 | 2 | 4.3% | |
15.022861989405627 | 1 | 2.1% | |
Other values (7) | 7 | 14.9% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 4 | 8.5% | |
4.722094864452088 | 2 | 4.3% | |
4.9839785209472085 | 7 | 14.9% | |
9.706073385399296 | 1 | 2.1% | |
9.883888251797686 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
19.935914083788834 | 6 | 12.8% | |
20.16532065849649 | 1 | 2.1% | |
20.63206753766699 | 1 | 2.1% | |
25.252702687795164 | 1 | 2.1% | |
25.6160460586142 | 1 | 2.1% |
SMR_VSA4
Numeric
Distinct count | 11 |
---|---|
Unique (%) | 23.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.2549 |
---|---|
Minimum | 0 |
Maximum | 16.828 |
Zeros (%) | 55.3% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 5.9179 |
95-th percentile | 11.083 |
Maximum | 16.828 |
Range | 16.828 |
Interquartile range | 5.9179 |
Descriptive statistics
Standard deviation | 4.1831 |
---|---|
Coef of variation | 1.2852 |
Kurtosis | 1.0383 |
Mean | 3.2549 |
MAD | 3.6012 |
Skewness | 1.1698 |
Sum | 152.98 |
Variance | 17.499 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 26 | 55.3% | |
5.917906046161393 | 8 | 17.0% | |
5.733667477162185 | 3 | 6.4% | |
5.138973737607942 | 3 | 6.4% | |
7.04767198267719 | 1 | 2.1% | |
11.094787974020047 | 1 | 2.1% | |
10.240381263347665 | 1 | 2.1% | |
11.651573523323577 | 1 | 2.1% | |
5.101407525739723 | 1 | 2.1% | |
16.828455451182233 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 26 | 55.3% | |
5.101407525739723 | 1 | 2.1% | |
5.138973737607942 | 3 | 6.4% | |
5.733667477162185 | 3 | 6.4% | |
5.917906046161393 | 8 | 17.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
10.240381263347665 | 1 | 2.1% | |
11.056879783769336 | 1 | 2.1% | |
11.094787974020047 | 1 | 2.1% | |
11.651573523323577 | 1 | 2.1% | |
16.828455451182233 | 1 | 2.1% |
SMR_VSA5
Numeric
Distinct count | 27 |
---|---|
Unique (%) | 57.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 17.806 |
---|---|
Minimum | 0 |
Maximum | 82.334 |
Zeros (%) | 12.8% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4.8955 |
Median | 12.842 |
Q3 | 25.045 |
95-th percentile | 44.008 |
Maximum | 82.334 |
Range | 82.334 |
Interquartile range | 20.149 |
Descriptive statistics
Standard deviation | 18.168 |
---|---|
Coef of variation | 1.0203 |
Kurtosis | 3.9082 |
Mean | 17.806 |
MAD | 13.371 |
Skewness | 1.7997 |
Sum | 836.9 |
Variance | 330.09 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
4.895483475517775 | 8 | 17.0% | |
0.0 | 6 | 12.8% | |
32.10410811463005 | 4 | 8.5% | |
39.77863045705841 | 2 | 4.3% | |
19.765380445542643 | 2 | 4.3% | |
18.88348407499998 | 2 | 4.3% | |
6.923737199690624 | 2 | 4.3% | |
13.847474399381248 | 2 | 4.3% | |
45.82047128620638 | 1 | 2.1% | |
6.606881964512918 | 1 | 2.1% | |
Other values (17) | 17 | 36.2% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 6 | 12.8% | |
4.895483475517775 | 8 | 17.0% | |
5.752853606746789 | 1 | 2.1% | |
6.4208216229260096 | 1 | 2.1% | |
6.544756405912575 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
37.15406600626675 | 1 | 2.1% | |
39.77863045705841 | 2 | 4.3% | |
45.82047128620638 | 1 | 2.1% | |
76.03685187676454 | 1 | 2.1% | |
82.33373871670399 | 1 | 2.1% |
SMR_VSA6
Numeric
Distinct count | 26 |
---|---|
Unique (%) | 55.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 15.422 |
---|---|
Minimum | 0 |
Maximum | 43.63 |
Zeros (%) | 2.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 5.3168 |
Q1 | 10.634 |
Median | 12.427 |
Q3 | 17.932 |
95-th percentile | 31.919 |
Maximum | 43.63 |
Range | 43.63 |
Interquartile range | 7.2987 |
Descriptive statistics
Standard deviation | 8.4783 |
---|---|
Coef of variation | 0.54974 |
Kurtosis | 2.5577 |
Mean | 15.422 |
MAD | 6.1127 |
Skewness | 1.2831 |
Sum | 724.86 |
Variance | 71.882 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
5.316788604006331 | 5 | 10.6% | |
10.633577208012662 | 5 | 10.6% | |
12.426586145283864 | 4 | 8.5% | |
12.340549441675103 | 4 | 8.5% | |
17.24045917252558 | 3 | 6.4% | |
20.13718479450234 | 2 | 4.3% | |
6.606881964512918 | 2 | 4.3% | |
17.178333613925236 | 2 | 4.3% | |
11.923670568519249 | 2 | 4.3% | |
15.355672072464749 | 2 | 4.3% | |
Other values (16) | 16 | 34.0% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 1 | 2.1% | |
5.316788604006331 | 5 | 10.6% | |
6.606881964512918 | 2 | 4.3% | |
10.633577208012662 | 5 | 10.6% | |
10.742580001116716 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
26.521930110638245 | 1 | 2.1% | |
30.416008687959494 | 1 | 2.1% | |
32.5637709397862 | 1 | 2.1% | |
38.543486210333825 | 1 | 2.1% | |
43.62977261698533 | 1 | 2.1% |
SMR_VSA7
Numeric
Distinct count | 38 |
---|---|
Unique (%) | 80.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 44.864 |
---|---|
Minimum | 4.9071 |
Maximum | 89.748 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 4.9071 |
---|---|
5-th percentile | 6.3273 |
Q1 | 35.364 |
Median | 46.839 |
Q3 | 55.53 |
95-th percentile | 72.443 |
Maximum | 89.748 |
Range | 84.841 |
Interquartile range | 20.166 |
Descriptive statistics
Standard deviation | 20.362 |
---|---|
Coef of variation | 0.45387 |
Kurtosis | -0.024524 |
Mean | 44.864 |
MAD | 15.579 |
Skewness | -0.41037 |
Sum | 2108.6 |
Variance | 414.61 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
6.3273200747645415 | 5 | 10.6% | |
53.59147246262526 | 2 | 4.3% | |
42.222606908769585 | 2 | 4.3% | |
60.29434292921032 | 2 | 4.3% | |
46.78022724693736 | 2 | 4.3% | |
47.909351246664016 | 2 | 4.3% | |
52.500740486760684 | 1 | 2.1% | |
30.59278834861098 | 1 | 2.1% | |
71.8789948460847 | 1 | 2.1% | |
24.044658484126504 | 1 | 2.1% | |
Other values (28) | 28 | 59.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
4.907065243988282 | 1 | 2.1% | |
6.3273200747645415 | 5 | 10.6% | |
18.479360288432304 | 1 | 2.1% | |
24.044658484126504 | 1 | 2.1% | |
30.59278834861098 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
71.87124927128932 | 1 | 2.1% | |
71.8789948460847 | 1 | 2.1% | |
72.6849187542291 | 1 | 2.1% | |
78.0680928429024 | 1 | 2.1% | |
89.74771230293327 | 1 | 2.1% |
SMR_VSA8
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
SMR_VSA9
Numeric
Distinct count | 13 |
---|---|
Unique (%) | 27.7% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 7.2566 |
---|---|
Minimum | 0 |
Maximum | 28.264 |
Zeros (%) | 36.2% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 5.7495 |
Q3 | 11.257 |
95-th percentile | 22.73 |
Maximum | 28.264 |
Range | 28.264 |
Interquartile range | 11.257 |
Descriptive statistics
Standard deviation | 8.1707 |
---|---|
Coef of variation | 1.126 |
Kurtosis | 0.51432 |
Mean | 7.2566 |
MAD | 6.2897 |
Skewness | 1.1931 |
Sum | 341.06 |
Variance | 66.761 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 17 | 36.2% | |
5.879988336435371 | 9 | 19.1% | |
5.749511833283905 | 8 | 17.0% | |
21.828454675095216 | 2 | 4.3% | |
11.257379486545457 | 2 | 4.3% | |
28.264270806374817 | 2 | 4.3% | |
22.822722577139245 | 1 | 2.1% | |
17.00689131982936 | 1 | 2.1% | |
11.323698910571437 | 1 | 2.1% | |
17.137367822980828 | 1 | 2.1% | |
Other values (3) | 3 | 6.4% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 17 | 36.2% | |
5.749511833283905 | 8 | 17.0% | |
5.879988336435371 | 9 | 19.1% | |
11.257379486545457 | 2 | 4.3% | |
11.323698910571437 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
17.248535499851716 | 1 | 2.1% | |
21.828454675095216 | 2 | 4.3% | |
22.514758973090913 | 1 | 2.1% | |
22.822722577139245 | 1 | 2.1% | |
28.264270806374817 | 2 | 4.3% |
SlogP_VSA1
Numeric
Distinct count | 24 |
---|---|
Unique (%) | 51.1% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 12.513 |
---|---|
Minimum | 4.7369 |
Maximum | 21.521 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 4.7369 |
---|---|
5-th percentile | 4.9108 |
Q1 | 10.392 |
Median | 11.05 |
Q3 | 15.561 |
95-th percentile | 19.391 |
Maximum | 21.521 |
Range | 16.784 |
Interquartile range | 5.1687 |
Descriptive statistics
Standard deviation | 4.2239 |
---|---|
Coef of variation | 0.33757 |
Kurtosis | -0.27105 |
Mean | 12.513 |
MAD | 3.5666 |
Skewness | -0.065503 |
Sum | 588.09 |
Variance | 17.841 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
10.633577208012662 | 6 | 12.8% | |
10.05365155780638 | 5 | 10.6% | |
10.470530430962235 | 4 | 8.5% | |
15.355672072464749 | 4 | 8.5% | |
5.316788604006331 | 3 | 6.4% | |
4.736862953800049 | 3 | 6.4% | |
16.367244685174846 | 2 | 4.3% | |
14.953561288656857 | 2 | 4.3% | |
15.787319034968565 | 2 | 4.3% | |
11.050456081168516 | 2 | 4.3% | |
Other values (14) | 14 | 29.8% |
Minimum 5 values
Value | Count | Frequency (%) | |
4.736862953800049 | 3 | 6.4% | |
5.316788604006331 | 3 | 6.4% | |
10.05365155780638 | 5 | 10.6% | |
10.32870012275102 | 1 | 2.1% | |
10.455762341614273 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
16.20419790812442 | 1 | 2.1% | |
16.367244685174846 | 2 | 4.3% | |
20.687228765819043 | 1 | 2.1% | |
21.089339549626935 | 1 | 2.1% | |
21.52098651213075 | 1 | 2.1% |
SlogP_VSA10
Numeric
Distinct count | 17 |
---|---|
Unique (%) | 36.2% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 10.655 |
---|---|
Minimum | 0 |
Maximum | 27.531 |
Zeros (%) | 8.5% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 5.9483 |
Median | 11.375 |
Q3 | 11.766 |
95-th percentile | 17.454 |
Maximum | 27.531 |
Range | 27.531 |
Interquartile range | 5.8179 |
Descriptive statistics
Standard deviation | 5.68 |
---|---|
Coef of variation | 0.53309 |
Kurtosis | 1.0005 |
Mean | 10.655 |
MAD | 4.0537 |
Skewness | 0.35768 |
Sum | 500.77 |
Variance | 32.262 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
11.374772549367124 | 7 | 14.9% | |
11.766202058821523 | 5 | 10.6% | |
5.948339280986494 | 5 | 10.6% | |
5.687386274683562 | 4 | 8.5% | |
11.635725555670057 | 4 | 8.5% | |
0.0 | 4 | 8.5% | |
10.481923458755384 | 4 | 8.5% | |
17.453588333505085 | 3 | 6.4% | |
10.077801322358383 | 2 | 4.3% | |
17.19263532720215 | 2 | 4.3% | |
Other values (7) | 7 | 14.9% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 4 | 8.5% | |
5.131558479839333 | 1 | 2.1% | |
5.687386274683562 | 4 | 8.5% | |
5.948339280986494 | 5 | 10.6% | |
8.78083009534964 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
17.062158824050687 | 1 | 2.1% | |
17.19263532720215 | 2 | 4.3% | |
17.453588333505085 | 3 | 6.4% | |
23.140974608188646 | 1 | 2.1% | |
27.531389655863464 | 1 | 2.1% |
SlogP_VSA11
Numeric
Distinct count | 5 |
---|---|
Unique (%) | 10.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.2056 |
---|---|
Minimum | 0 |
Maximum | 17.249 |
Zeros (%) | 51.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 5.7495 |
95-th percentile | 5.88 |
Maximum | 17.249 |
Range | 17.249 |
Interquartile range | 5.7495 |
Descriptive statistics
Standard deviation | 3.7724 |
---|---|
Coef of variation | 1.1768 |
Kurtosis | 2.5565 |
Mean | 3.2056 |
MAD | 3.2738 |
Skewness | 1.2345 |
Sum | 150.66 |
Variance | 14.231 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 24 | 51.1% | |
5.749511833283905 | 12 | 25.5% | |
5.879988336435371 | 9 | 19.1% | |
11.49902366656781 | 1 | 2.1% | |
17.248535499851716 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 24 | 51.1% | |
5.749511833283905 | 12 | 25.5% | |
5.879988336435371 | 9 | 19.1% | |
11.49902366656781 | 1 | 2.1% | |
17.248535499851716 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0.0 | 24 | 51.1% | |
5.749511833283905 | 12 | 25.5% | |
5.879988336435371 | 9 | 19.1% | |
11.49902366656781 | 1 | 2.1% | |
17.248535499851716 | 1 | 2.1% |
SlogP_VSA12
Numeric
Distinct count | 6 |
---|---|
Unique (%) | 12.8% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.6073 |
---|---|
Minimum | 0 |
Maximum | 23.099 |
Zeros (%) | 72.3% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 11.337 |
95-th percentile | 14.68 |
Maximum | 23.099 |
Range | 23.099 |
Interquartile range | 11.337 |
Descriptive statistics
Standard deviation | 6.1551 |
---|---|
Coef of variation | 1.7063 |
Kurtosis | 0.83734 |
Mean | 3.6073 |
MAD | 5.2191 |
Skewness | 1.4018 |
Sum | 169.54 |
Variance | 37.885 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 34 | 72.3% | |
11.336785877934737 | 6 | 12.8% | |
11.600939890232516 | 3 | 6.4% | |
15.929943897949348 | 2 | 4.3% | |
23.098670827325854 | 1 | 2.1% | |
11.761884949391115 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 34 | 72.3% | |
11.336785877934737 | 6 | 12.8% | |
11.600939890232516 | 3 | 6.4% | |
11.761884949391115 | 1 | 2.1% | |
15.929943897949348 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
11.336785877934737 | 6 | 12.8% | |
11.600939890232516 | 3 | 6.4% | |
11.761884949391115 | 1 | 2.1% | |
15.929943897949348 | 2 | 4.3% | |
23.098670827325854 | 1 | 2.1% |
SlogP_VSA2
Numeric
Distinct count | 44 |
---|---|
Unique (%) | 93.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 30.934 |
---|---|
Minimum | 15.875 |
Maximum | 65.231 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 15.875 |
---|---|
5-th percentile | 18.116 |
Q1 | 22.247 |
Median | 27.571 |
Q3 | 37.962 |
95-th percentile | 54.935 |
Maximum | 65.231 |
Range | 49.356 |
Interquartile range | 15.715 |
Descriptive statistics
Standard deviation | 11.752 |
---|---|
Coef of variation | 0.3799 |
Kurtosis | 1.2789 |
Mean | 30.934 |
MAD | 9.2571 |
Skewness | 1.1798 |
Sum | 1453.9 |
Variance | 138.11 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
26.542796048301753 | 2 | 4.3% | |
37.27428539913456 | 2 | 4.3% | |
19.30895523462765 | 2 | 4.3% | |
37.77720097589918 | 1 | 2.1% | |
39.25364440056297 | 1 | 2.1% | |
26.54279604830175 | 1 | 2.1% | |
44.55128151487762 | 1 | 2.1% | |
63.1451642824429 | 1 | 2.1% | |
23.188768262958078 | 1 | 2.1% | |
29.121520616582618 | 1 | 2.1% | |
Other values (34) | 34 | 72.3% |
Minimum 5 values
Value | Count | Frequency (%) | |
15.875136771245923 | 1 | 2.1% | |
16.574839006407334 | 1 | 2.1% | |
18.000955791576246 | 1 | 2.1% | |
18.385754026223353 | 1 | 2.1% | |
19.30895523462765 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
44.55128151487762 | 1 | 2.1% | |
48.225777105891524 | 1 | 2.1% | |
57.81010628747229 | 1 | 2.1% | |
63.1451642824429 | 1 | 2.1% | |
65.2313117265343 | 1 | 2.1% |
SlogP_VSA3
Numeric
Distinct count | 15 |
---|---|
Unique (%) | 31.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 6.5552 |
---|---|
Minimum | 0 |
Maximum | 26.137 |
Zeros (%) | 42.6% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 4.7945 |
Q3 | 11.808 |
95-th percentile | 19.49 |
Maximum | 26.137 |
Range | 26.137 |
Interquartile range | 11.808 |
Descriptive statistics
Standard deviation | 7.2058 |
---|---|
Coef of variation | 1.0993 |
Kurtosis | -0.26654 |
Mean | 6.5552 |
MAD | 6.0322 |
Skewness | 0.82941 |
Sum | 308.09 |
Variance | 51.924 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 20 | 42.6% | |
14.817828337479405 | 5 | 10.6% | |
4.794537184071822 | 5 | 10.6% | |
10.023291153407584 | 4 | 8.5% | |
6.544756405912575 | 3 | 6.4% | |
13.592428388589765 | 1 | 2.1% | |
15.95222176079788 | 1 | 2.1% | |
14.912664043105377 | 1 | 2.1% | |
16.96821241374462 | 1 | 2.1% | |
26.137497533982902 | 1 | 2.1% | |
Other values (5) | 5 | 10.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 20 | 42.6% | |
4.736862953800049 | 1 | 2.1% | |
4.794537184071822 | 5 | 10.6% | |
6.544756405912575 | 3 | 6.4% | |
6.606881964512918 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
15.95222176079788 | 1 | 2.1% | |
16.96821241374462 | 1 | 2.1% | |
20.570681944226195 | 1 | 2.1% | |
21.238649960405414 | 1 | 2.1% | |
26.137497533982902 | 1 | 2.1% |
SlogP_VSA4
Numeric
Distinct count | 11 |
---|---|
Unique (%) | 23.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 3.8359 |
---|---|
Minimum | 0 |
Maximum | 16.032 |
Zeros (%) | 53.2% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 5.9179 |
95-th percentile | 12.409 |
Maximum | 16.032 |
Range | 16.032 |
Interquartile range | 5.9179 |
Descriptive statistics
Standard deviation | 4.6669 |
---|---|
Coef of variation | 1.2167 |
Kurtosis | -0.29037 |
Mean | 3.8359 |
MAD | 4.0807 |
Skewness | 0.87663 |
Sum | 180.29 |
Variance | 21.78 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 25 | 53.2% | |
5.917906046161393 | 9 | 19.1% | |
10.114318268765572 | 2 | 4.3% | |
6.923737199690624 | 2 | 4.3% | |
10.824971290149676 | 2 | 4.3% | |
5.817220841045895 | 2 | 4.3% | |
11.63444168209179 | 1 | 2.1% | |
5.409283605791522 | 1 | 2.1% | |
13.847474399381248 | 1 | 2.1% | |
12.740958040736519 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 25 | 53.2% | |
5.409283605791522 | 1 | 2.1% | |
5.817220841045895 | 2 | 4.3% | |
5.917906046161393 | 9 | 19.1% | |
6.923737199690624 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
10.824971290149676 | 2 | 4.3% | |
11.63444168209179 | 1 | 2.1% | |
12.740958040736519 | 1 | 2.1% | |
13.847474399381248 | 1 | 2.1% | |
16.032224314926967 | 1 | 2.1% |
SlogP_VSA5
Numeric
Distinct count | 30 |
---|---|
Unique (%) | 63.8% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 22.035 |
---|---|
Minimum | 0 |
Maximum | 70.25 |
Zeros (%) | 2.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 5.5635 |
Q1 | 10.742 |
Median | 17.902 |
Q3 | 32.104 |
95-th percentile | 43.605 |
Maximum | 70.25 |
Range | 70.25 |
Interquartile range | 21.362 |
Descriptive statistics
Standard deviation | 15.295 |
---|---|
Coef of variation | 0.69412 |
Kurtosis | 1.3085 |
Mean | 22.035 |
MAD | 12.326 |
Skewness | 1.0397 |
Sum | 1035.6 |
Variance | 233.93 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
5.563451491696996 | 7 | 14.9% | |
15.921440167465814 | 4 | 8.5% | |
32.10410811463005 | 4 | 8.5% | |
10.357988675768818 | 2 | 4.3% | |
11.257379486545457 | 2 | 4.3% | |
5.693927994848461 | 2 | 4.3% | |
27.178819654011267 | 2 | 4.3% | |
12.841643245852019 | 2 | 4.3% | |
21.48489165916281 | 1 | 2.1% | |
42.462096790398874 | 1 | 2.1% | |
Other values (20) | 20 | 42.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 1 | 2.1% | |
5.563451491696996 | 7 | 14.9% | |
5.693927994848461 | 2 | 4.3% | |
10.357988675768818 | 2 | 4.3% | |
11.126902983393991 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
40.244440951176216 | 1 | 2.1% | |
42.462096790398874 | 1 | 2.1% | |
44.09477830367927 | 1 | 2.1% | |
62.97186530425304 | 1 | 2.1% | |
70.25005705840807 | 1 | 2.1% |
SlogP_VSA6
Highly correlated
This variable is highly correlated with SMR_VSA7
and should be ignored for analysis
Correlation | 0.93494 |
---|
SlogP_VSA7
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.32059 |
---|
0.0 | |
---|---|
5.022633313741326 | 3 |
Value | Count | Frequency (%) | |
0.0 | 44 | 93.6% | |
5.022633313741326 | 3 | 6.4% |
SlogP_VSA8
Numeric
Distinct count | 15 |
---|---|
Unique (%) | 31.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 11.528 |
---|---|
Minimum | 0 |
Maximum | 22.515 |
Zeros (%) | 12.8% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 10.625 |
Median | 11.164 |
Q3 | 13.719 |
95-th percentile | 22.448 |
Maximum | 22.515 |
Range | 22.515 |
Interquartile range | 3.0944 |
Descriptive statistics
Standard deviation | 6.5803 |
---|---|
Coef of variation | 0.57084 |
Kurtosis | -0.31465 |
Mean | 11.528 |
MAD | 4.5357 |
Skewness | 0.0075951 |
Sum | 541.79 |
Variance | 43.3 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
11.16387793838399 | 14 | 29.8% | |
0.0 | 6 | 12.8% | |
11.64912463690315 | 5 | 10.6% | |
5.573104530069267 | 4 | 8.5% | |
11.033401435232523 | 3 | 6.4% | |
22.514758973090913 | 3 | 6.4% | |
22.02982791547505 | 2 | 4.3% | |
21.828454675095216 | 2 | 4.3% | |
17.03503321046465 | 2 | 4.3% | |
16.896803440640703 | 1 | 2.1% | |
Other values (5) | 5 | 10.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 6 | 12.8% | |
5.573104530069267 | 4 | 8.5% | |
6.076020106833881 | 1 | 2.1% | |
10.216620634085363 | 1 | 2.1% | |
11.033401435232523 | 3 | 6.4% |
Maximum 5 values
Value | Count | Frequency (%) | |
17.03503321046465 | 2 | 4.3% | |
21.828454675095216 | 2 | 4.3% | |
22.02982791547505 | 2 | 4.3% | |
22.292943266678474 | 1 | 2.1% | |
22.514758973090913 | 3 | 6.4% |
SlogP_VSA9
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
TPSA
Numeric
Distinct count | 42 |
---|---|
Unique (%) | 89.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 99.373 |
---|---|
Minimum | 54.12 |
Maximum | 145.58 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 54.12 |
---|---|
5-th percentile | 67.268 |
Q1 | 87.52 |
Median | 98.94 |
Q3 | 112.83 |
95-th percentile | 141.66 |
Maximum | 145.58 |
Range | 91.46 |
Interquartile range | 25.305 |
Descriptive statistics
Standard deviation | 23.139 |
---|---|
Coef of variation | 0.23285 |
Kurtosis | -0.4288 |
Mean | 99.373 |
MAD | 18.381 |
Skewness | 0.16363 |
Sum | 4670.6 |
Variance | 535.41 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
87.89 | 3 | 6.4% | |
67.87 | 2 | 4.3% | |
89.71000000000001 | 2 | 4.3% | |
95.3 | 2 | 4.3% | |
80.42000000000002 | 1 | 2.1% | |
110.09999999999998 | 1 | 2.1% | |
113.64999999999999 | 1 | 2.1% | |
72.53 | 1 | 2.1% | |
144.01 | 1 | 2.1% | |
118.81 | 1 | 2.1% | |
Other values (32) | 32 | 68.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
54.12 | 1 | 2.1% | |
55.11 | 1 | 2.1% | |
67.00999999999999 | 1 | 2.1% | |
67.87 | 2 | 4.3% | |
68.02000000000001 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
135.88 | 1 | 2.1% | |
137.17 | 1 | 2.1% | |
143.59 | 1 | 2.1% | |
144.01 | 1 | 2.1% | |
145.58 | 1 | 2.1% |
VSA_EState1
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
VSA_EState10
Numeric
Distinct count | 22 |
---|---|
Unique (%) | 46.8% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | -0.34902 |
---|---|
Minimum | -4.423 |
Maximum | 6.249 |
Zeros (%) | 55.3% |
Quantile statistics
Minimum | -4.423 |
---|---|
5-th percentile | -3.7944 |
Q1 | -2.0728 |
Median | 0 |
Q3 | 0 |
95-th percentile | 5.1573 |
Maximum | 6.249 |
Range | 10.672 |
Interquartile range | 2.0728 |
Descriptive statistics
Standard deviation | 2.4646 |
---|---|
Coef of variation | -7.0614 |
Kurtosis | 1.415 |
Mean | -0.34902 |
MAD | 1.6706 |
Skewness | 0.71305 |
Sum | -16.404 |
Variance | 6.0742 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 26 | 55.3% | |
3.063006634752666 | 1 | 2.1% | |
-3.621378906653979 | 1 | 2.1% | |
-2.2779660994989346 | 1 | 2.1% | |
-3.815147725160698 | 1 | 2.1% | |
-2.483632601441649 | 1 | 2.1% | |
-3.7315558828653725 | 1 | 2.1% | |
-3.862497818514457 | 1 | 2.1% | |
-3.7366326423246066 | 1 | 2.1% | |
1.56645880574452 | 1 | 2.1% | |
Other values (12) | 12 | 25.5% |
Minimum 5 values
Value | Count | Frequency (%) | |
-4.422979484231964 | 1 | 2.1% | |
-3.862497818514457 | 1 | 2.1% | |
-3.815147725160698 | 1 | 2.1% | |
-3.7459285144410086 | 1 | 2.1% | |
-3.7366326423246066 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
1.56645880574452 | 1 | 2.1% | |
3.063006634752666 | 1 | 2.1% | |
6.054810243979916 | 1 | 2.1% | |
6.096106540276212 | 1 | 2.1% | |
6.248954732192164 | 1 | 2.1% |
VSA_EState2
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
VSA_EState3
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
VSA_EState4
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
VSA_EState5
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
VSA_EState6
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
VSA_EState7
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
VSA_EState8
Numeric
Distinct count | 28 |
---|---|
Unique (%) | 59.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 8.9498 |
---|---|
Minimum | 0 |
Maximum | 36.388 |
Zeros (%) | 42.6% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 1.9947 |
Q3 | 22.769 |
95-th percentile | 28.784 |
Maximum | 36.388 |
Range | 36.388 |
Interquartile range | 22.769 |
Descriptive statistics
Standard deviation | 11.699 |
---|---|
Coef of variation | 1.3071 |
Kurtosis | -0.87965 |
Mean | 8.9498 |
MAD | 10.488 |
Skewness | 0.88486 |
Sum | 420.64 |
Variance | 136.86 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.0 | 20 | 42.6% | |
2.2735663370286385 | 1 | 2.1% | |
25.036043004927592 | 1 | 2.1% | |
22.453296407037666 | 1 | 2.1% | |
23.767998410217164 | 1 | 2.1% | |
2.0455990173847316 | 1 | 2.1% | |
14.487162462207102 | 1 | 2.1% | |
1.9195179478365505 | 1 | 2.1% | |
2.0235997732426303 | 1 | 2.1% | |
6.008352465986395 | 1 | 2.1% | |
Other values (18) | 18 | 38.3% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.0 | 20 | 42.6% | |
1.842099395313681 | 1 | 2.1% | |
1.9195179478365505 | 1 | 2.1% | |
1.981295671620347 | 1 | 2.1% | |
1.9947140162649422 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
25.036043004927592 | 1 | 2.1% | |
28.548061016047576 | 1 | 2.1% | |
28.88570848129113 | 1 | 2.1% | |
31.87333908881122 | 1 | 2.1% | |
36.38784187012955 | 1 | 2.1% |
VSA_EState9
Numeric
Distinct count | 46 |
---|---|
Unique (%) | 97.9% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 50.337 |
---|---|
Minimum | 35.702 |
Maximum | 78.833 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 35.702 |
---|---|
5-th percentile | 37.259 |
Q1 | 42.833 |
Median | 48.167 |
Q3 | 56.083 |
95-th percentile | 66.991 |
Maximum | 78.833 |
Range | 43.131 |
Interquartile range | 13.25 |
Descriptive statistics
Standard deviation | 10.205 |
---|---|
Coef of variation | 0.20274 |
Kurtosis | -0.099844 |
Mean | 50.337 |
MAD | 8.3912 |
Skewness | 0.63196 |
Sum | 2365.8 |
Variance | 104.15 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
56.0 | 2 | 4.3% | |
57.166666666666664 | 1 | 2.1% | |
39.541953112000996 | 1 | 2.1% | |
78.83333333333334 | 1 | 2.1% | |
52.19492614249438 | 1 | 2.1% | |
46.99123393801965 | 1 | 2.1% | |
60.436664657732585 | 1 | 2.1% | |
48.166666666666664 | 1 | 2.1% | |
36.9414199776448 | 1 | 2.1% | |
38.77971206538171 | 1 | 2.1% | |
Other values (36) | 36 | 76.6% |
Minimum 5 values
Value | Count | Frequency (%) | |
35.70238274745671 | 1 | 2.1% | |
35.706265264558496 | 1 | 2.1% | |
36.9414199776448 | 1 | 2.1% | |
37.99999999999999 | 1 | 2.1% | |
38.30417115457294 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
66.66666666666667 | 1 | 2.1% | |
66.97011625262799 | 1 | 2.1% | |
66.99999999999999 | 1 | 2.1% | |
67.80163116546947 | 1 | 2.1% | |
78.83333333333334 | 1 | 2.1% |
fr_Al_COO
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_Al_OH
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.17021 |
---|---|
Minimum | 0 |
Maximum | 2 |
Zeros (%) | 85.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 0 |
95-th percentile | 1 |
Maximum | 2 |
Range | 2 |
Interquartile range | 0 |
Descriptive statistics
Standard deviation | 0.43335 |
---|---|
Coef of variation | 2.5459 |
Kurtosis | 6.6892 |
Mean | 0.17021 |
MAD | 0.28972 |
Skewness | 2.6108 |
Sum | 8 |
Variance | 0.18779 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 6 | 12.8% | |
2 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 6 | 12.8% | |
2 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 6 | 12.8% | |
2 | 1 | 2.1% |
fr_Al_OH_noTert
Highly correlated
This variable is highly correlated with fr_Al_OH
and should be ignored for analysis
Correlation | 1 |
---|
fr_ArN
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.17021 |
---|---|
Minimum | 0 |
Maximum | 2 |
Zeros (%) | 85.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 0 |
95-th percentile | 1 |
Maximum | 2 |
Range | 2 |
Interquartile range | 0 |
Descriptive statistics
Standard deviation | 0.43335 |
---|---|
Coef of variation | 2.5459 |
Kurtosis | 6.6892 |
Mean | 0.17021 |
MAD | 0.28972 |
Skewness | 2.6108 |
Sum | 8 |
Variance | 0.18779 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 6 | 12.8% | |
2 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 6 | 12.8% | |
2 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 6 | 12.8% | |
2 | 1 | 2.1% |
fr_Ar_COO
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.021277 |
---|
0 | |
---|---|
1 | 1 |
Value | Count | Frequency (%) | |
0 | 46 | 97.9% | |
1 | 1 | 2.1% |
fr_Ar_N
Highly correlated
This variable is highly correlated with SMR_VSA3
and should be ignored for analysis
Correlation | 0.92157 |
---|
fr_Ar_NH
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.48936 |
---|
0 | |
---|---|
1 |
Value | Count | Frequency (%) | |
0 | 24 | 51.1% | |
1 | 23 | 48.9% |
fr_Ar_OH
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.085106 |
---|
0 | |
---|---|
2 | 2 |
Value | Count | Frequency (%) | |
0 | 45 | 95.7% | |
2 | 2 | 4.3% |
fr_COO
Highly correlated
This variable is highly correlated with fr_Ar_COO
and should be ignored for analysis
Correlation | 1 |
---|
fr_COO2
Highly correlated
This variable is highly correlated with fr_COO
and should be ignored for analysis
Correlation | 1 |
---|
fr_C_O
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.85106 |
---|---|
Minimum | 0 |
Maximum | 2 |
Zeros (%) | 36.2% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 1 |
Q3 | 1 |
95-th percentile | 2 |
Maximum | 2 |
Range | 2 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.75119 |
---|---|
Coef of variation | 0.88265 |
Kurtosis | -1.1561 |
Mean | 0.85106 |
MAD | 0.61566 |
Skewness | 0.2546 |
Sum | 40 |
Variance | 0.56429 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
1 | 20 | 42.6% | |
0 | 17 | 36.2% | |
2 | 10 | 21.3% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 17 | 36.2% | |
1 | 20 | 42.6% | |
2 | 10 | 21.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 17 | 36.2% | |
1 | 20 | 42.6% | |
2 | 10 | 21.3% |
fr_C_O_noCOO
Highly correlated
This variable is highly correlated with fr_C_O
and should be ignored for analysis
Correlation | 1 |
---|
fr_C_S
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_HOCCN
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_Imine
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_NH0
Numeric
Distinct count | 6 |
---|---|
Unique (%) | 12.8% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 2.1064 |
---|---|
Minimum | 0 |
Maximum | 5 |
Zeros (%) | 19.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
Median | 2 |
Q3 | 3 |
95-th percentile | 4 |
Maximum | 5 |
Range | 5 |
Interquartile range | 2 |
Descriptive statistics
Standard deviation | 1.4331 |
---|---|
Coef of variation | 0.68034 |
Kurtosis | -1.0469 |
Mean | 2.1064 |
MAD | 1.1861 |
Skewness | -0.055594 |
Sum | 99 |
Variance | 2.0537 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
3 | 11 | 23.4% | |
2 | 11 | 23.4% | |
0 | 9 | 19.1% | |
4 | 8 | 17.0% | |
1 | 7 | 14.9% | |
5 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 9 | 19.1% | |
1 | 7 | 14.9% | |
2 | 11 | 23.4% | |
3 | 11 | 23.4% | |
4 | 8 | 17.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
1 | 7 | 14.9% | |
2 | 11 | 23.4% | |
3 | 11 | 23.4% | |
4 | 8 | 17.0% | |
5 | 1 | 2.1% |
fr_NH1
Numeric
Distinct count | 5 |
---|---|
Unique (%) | 10.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 1.9149 |
---|---|
Minimum | 0 |
Maximum | 4 |
Zeros (%) | 2.1% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
Median | 2 |
Q3 | 2 |
95-th percentile | 3.7 |
Maximum | 4 |
Range | 4 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.85541 |
---|---|
Coef of variation | 0.44672 |
Kurtosis | 0.78134 |
Mean | 1.9149 |
MAD | 0.5876 |
Skewness | 0.60299 |
Sum | 90 |
Variance | 0.73173 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
2 | 25 | 53.2% | |
1 | 13 | 27.7% | |
3 | 5 | 10.6% | |
4 | 3 | 6.4% | |
0 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 1 | 2.1% | |
1 | 13 | 27.7% | |
2 | 25 | 53.2% | |
3 | 5 | 10.6% | |
4 | 3 | 6.4% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 1 | 2.1% | |
1 | 13 | 27.7% | |
2 | 25 | 53.2% | |
3 | 5 | 10.6% | |
4 | 3 | 6.4% |
fr_NH2
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.38298 |
---|---|
Minimum | 0 |
Maximum | 2 |
Zeros (%) | 66.0% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 1 |
95-th percentile | 1 |
Maximum | 2 |
Range | 2 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.57306 |
---|---|
Coef of variation | 1.4963 |
Kurtosis | 0.5537 |
Mean | 0.38298 |
MAD | 0.50521 |
Skewness | 1.2069 |
Sum | 18 |
Variance | 0.3284 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 31 | 66.0% | |
1 | 14 | 29.8% | |
2 | 2 | 4.3% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 31 | 66.0% | |
1 | 14 | 29.8% | |
2 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 31 | 66.0% | |
1 | 14 | 29.8% | |
2 | 2 | 4.3% |
fr_N_O
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_Ndealkylation1
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.06383 |
---|
0 | |
---|---|
1 | 3 |
Value | Count | Frequency (%) | |
0 | 44 | 93.6% | |
1 | 3 | 6.4% |
fr_Ndealkylation2
Highly correlated
This variable is highly correlated with fr_Ar_OH
and should be ignored for analysis
Correlation | 1 |
---|
fr_Nhpyrrole
Highly correlated
This variable is highly correlated with fr_Ar_NH
and should be ignored for analysis
Correlation | 1 |
---|
fr_SH
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_aldehyde
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_alkyl_carbamate
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_alkyl_halide
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_allylic_oxid
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.085106 |
---|---|
Minimum | 0 |
Maximum | 2 |
Zeros (%) | 93.6% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 0 |
95-th percentile | 0.7 |
Maximum | 2 |
Range | 2 |
Interquartile range | 0 |
Descriptive statistics
Standard deviation | 0.35076 |
---|---|
Coef of variation | 4.1215 |
Kurtosis | 21.092 |
Mean | 0.085106 |
MAD | 0.15935 |
Skewness | 4.4858 |
Sum | 4 |
Variance | 0.12303 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 44 | 93.6% | |
1 | 2 | 4.3% | |
2 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 44 | 93.6% | |
1 | 2 | 4.3% | |
2 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 44 | 93.6% | |
1 | 2 | 4.3% | |
2 | 1 | 2.1% |
fr_amide
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.68085 |
---|---|
Minimum | 0 |
Maximum | 3 |
Zeros (%) | 48.9% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 1 |
Q3 | 1 |
95-th percentile | 2 |
Maximum | 3 |
Range | 3 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.78315 |
---|---|
Coef of variation | 1.1502 |
Kurtosis | 0.2322 |
Mean | 0.68085 |
MAD | 0.66636 |
Skewness | 0.92368 |
Sum | 32 |
Variance | 0.61332 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 23 | 48.9% | |
1 | 17 | 36.2% | |
2 | 6 | 12.8% | |
3 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 23 | 48.9% | |
1 | 17 | 36.2% | |
2 | 6 | 12.8% | |
3 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 23 | 48.9% | |
1 | 17 | 36.2% | |
2 | 6 | 12.8% | |
3 | 1 | 2.1% |
fr_amidine
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_aniline
Numeric
Distinct count | 5 |
---|---|
Unique (%) | 10.6% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 1.5745 |
---|---|
Minimum | 0 |
Maximum | 4 |
Zeros (%) | 10.6% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
Median | 2 |
Q3 | 2 |
95-th percentile | 3 |
Maximum | 4 |
Range | 4 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.90277 |
---|---|
Coef of variation | 0.57338 |
Kurtosis | 0.092808 |
Mean | 1.5745 |
MAD | 0.75057 |
Skewness | 0.23085 |
Sum | 74 |
Variance | 0.81499 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
2 | 19 | 40.4% | |
1 | 17 | 36.2% | |
3 | 5 | 10.6% | |
0 | 5 | 10.6% | |
4 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 5 | 10.6% | |
1 | 17 | 36.2% | |
2 | 19 | 40.4% | |
3 | 5 | 10.6% | |
4 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 5 | 10.6% | |
1 | 17 | 36.2% | |
2 | 19 | 40.4% | |
3 | 5 | 10.6% | |
4 | 1 | 2.1% |
fr_aryl_methyl
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.14894 |
---|---|
Minimum | 0 |
Maximum | 2 |
Zeros (%) | 87.2% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 0 |
95-th percentile | 1 |
Maximum | 2 |
Range | 2 |
Interquartile range | 0 |
Descriptive statistics
Standard deviation | 0.41592 |
---|---|
Coef of variation | 2.7926 |
Kurtosis | 8.6997 |
Mean | 0.14894 |
MAD | 0.25985 |
Skewness | 2.9315 |
Sum | 7 |
Variance | 0.17299 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 41 | 87.2% | |
1 | 5 | 10.6% | |
2 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 41 | 87.2% | |
1 | 5 | 10.6% | |
2 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 41 | 87.2% | |
1 | 5 | 10.6% | |
2 | 1 | 2.1% |
fr_azide
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_azo
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_barbitur
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_benzene
Highly correlated
This variable is highly correlated with NumAromaticCarbocycles
and should be ignored for analysis
Correlation | 1 |
---|
fr_benzodiazepine
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_bicyclic
Numeric
Distinct count | 4 |
---|---|
Unique (%) | 8.5% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 1.2766 |
---|---|
Minimum | 0 |
Maximum | 3 |
Zeros (%) | 14.9% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 1 |
Median | 1 |
Q3 | 1.5 |
95-th percentile | 3 |
Maximum | 3 |
Range | 3 |
Interquartile range | 0.5 |
Descriptive statistics
Standard deviation | 0.92553 |
---|---|
Coef of variation | 0.725 |
Kurtosis | -0.15376 |
Mean | 1.2766 |
MAD | 0.70982 |
Skewness | 0.78207 |
Sum | 60 |
Variance | 0.85661 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
1 | 28 | 59.6% | |
3 | 8 | 17.0% | |
0 | 7 | 14.9% | |
2 | 4 | 8.5% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 7 | 14.9% | |
1 | 28 | 59.6% | |
2 | 4 | 8.5% | |
3 | 8 | 17.0% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 7 | 14.9% | |
1 | 28 | 59.6% | |
2 | 4 | 8.5% | |
3 | 8 | 17.0% |
fr_diazo
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_dihydropyridine
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_epoxide
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_ester
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.021277 |
---|
0 | |
---|---|
1 | 1 |
Value | Count | Frequency (%) | |
0 | 46 | 97.9% | |
1 | 1 | 2.1% |
fr_ether
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.51064 |
---|---|
Minimum | 0 |
Maximum | 2 |
Zeros (%) | 53.2% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 1 |
95-th percentile | 1 |
Maximum | 2 |
Range | 2 |
Interquartile range | 1 |
Descriptive statistics
Standard deviation | 0.58504 |
---|---|
Coef of variation | 1.1457 |
Kurtosis | -0.52355 |
Mean | 0.51064 |
MAD | 0.54323 |
Skewness | 0.63751 |
Sum | 24 |
Variance | 0.34228 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 25 | 53.2% | |
1 | 20 | 42.6% | |
2 | 2 | 4.3% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 25 | 53.2% | |
1 | 20 | 42.6% | |
2 | 2 | 4.3% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 25 | 53.2% | |
1 | 20 | 42.6% | |
2 | 2 | 4.3% |
fr_furan
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_guanido
Highly correlated
This variable is highly correlated with SMR_VSA2
and should be ignored for analysis
Correlation | 1 |
---|
fr_halogen
Numeric
Distinct count | 3 |
---|---|
Unique (%) | 6.4% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.21277 |
---|---|
Minimum | 0 |
Maximum | 3 |
Zeros (%) | 83.0% |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
Median | 0 |
Q3 | 0 |
95-th percentile | 1 |
Maximum | 3 |
Range | 3 |
Interquartile range | 0 |
Descriptive statistics
Standard deviation | 0.54916 |
---|---|
Coef of variation | 2.581 |
Kurtosis | 13.985 |
Mean | 0.21277 |
MAD | 0.3531 |
Skewness | 3.3854 |
Sum | 10 |
Variance | 0.30157 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0 | 39 | 83.0% | |
1 | 7 | 14.9% | |
3 | 1 | 2.1% |
Minimum 5 values
Value | Count | Frequency (%) | |
0 | 39 | 83.0% | |
1 | 7 | 14.9% | |
3 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0 | 39 | 83.0% | |
1 | 7 | 14.9% | |
3 | 1 | 2.1% |
fr_hdrzine
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.042553 |
---|
0 | |
---|---|
1 | 2 |
Value | Count | Frequency (%) | |
0 | 45 | 95.7% | |
1 | 2 | 4.3% |
fr_hdrzone
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.042553 |
---|
0 | |
---|---|
1 | 2 |
Value | Count | Frequency (%) | |
0 | 45 | 95.7% | |
1 | 2 | 4.3% |
fr_imidazole
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.3617 |
---|
0 | |
---|---|
1 |
Value | Count | Frequency (%) | |
0 | 30 | 63.8% | |
1 | 17 | 36.2% |
fr_imide
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_isocyan
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_isothiocyan
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_ketone
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.23404 |
---|
0 | |
---|---|
1 |
Value | Count | Frequency (%) | |
0 | 36 | 76.6% | |
1 | 11 | 23.4% |
fr_ketone_Topliss
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.06383 |
---|
0 | |
---|---|
1 | 3 |
Value | Count | Frequency (%) | |
0 | 44 | 93.6% | |
1 | 3 | 6.4% |
fr_lactam
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_lactone
Highly correlated
This variable is highly correlated with fr_ester
and should be ignored for analysis
Correlation | 1 |
---|
fr_methoxy
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.17021 |
---|
0 | |
---|---|
1 |
Value | Count | Frequency (%) | |
0 | 39 | 83.0% | |
1 | 8 | 17.0% |
fr_morpholine
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_nitrile
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_nitro
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.06383 |
---|
0 | |
---|---|
1 | 3 |
Value | Count | Frequency (%) | |
0 | 44 | 93.6% | |
1 | 3 | 6.4% |
fr_nitro_arom
Highly correlated
This variable is highly correlated with fr_nitro
and should be ignored for analysis
Correlation | 1 |
---|
fr_nitro_arom_nonortho
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.042553 |
---|
0 | |
---|---|
1 | 2 |
Value | Count | Frequency (%) | |
0 | 45 | 95.7% | |
1 | 2 | 4.3% |
fr_nitroso
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.042553 |
---|
0 | |
---|---|
1 | 2 |
Value | Count | Frequency (%) | |
0 | 45 | 95.7% | |
1 | 2 | 4.3% |
fr_oxazole
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.042553 |
---|
0 | |
---|---|
1 | 2 |
Value | Count | Frequency (%) | |
0 | 45 | 95.7% | |
1 | 2 | 4.3% |
fr_oxime
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_para_hydroxylation
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.12766 |
---|
0 | |
---|---|
1 | 6 |
Value | Count | Frequency (%) | |
0 | 41 | 87.2% | |
1 | 6 | 12.8% |
fr_phenol
Highly correlated
This variable is highly correlated with fr_Ndealkylation2
and should be ignored for analysis
Correlation | 1 |
---|
fr_phenol_noOrthoHbond
Highly correlated
This variable is highly correlated with fr_phenol
and should be ignored for analysis
Correlation | 1 |
---|
fr_phos_acid
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_phos_ester
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_piperdine
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.06383 |
---|
0 | |
---|---|
1 | 3 |
Value | Count | Frequency (%) | |
0 | 44 | 93.6% | |
1 | 3 | 6.4% |
fr_piperzine
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.021277 |
---|
0 | |
---|---|
1 | 1 |
Value | Count | Frequency (%) | |
0 | 46 | 97.9% | |
1 | 1 | 2.1% |
fr_priamide
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.085106 |
---|
0 | |
---|---|
1 | 4 |
Value | Count | Frequency (%) | |
0 | 43 | 91.5% | |
1 | 4 | 8.5% |
fr_prisulfonamd
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_pyridine
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.17021 |
---|
0 | |
---|---|
1 |
Value | Count | Frequency (%) | |
0 | 39 | 83.0% | |
1 | 8 | 17.0% |
fr_quatN
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.14894 |
---|
0 | |
---|---|
1 | 7 |
Value | Count | Frequency (%) | |
0 | 40 | 85.1% | |
1 | 7 | 14.9% |
fr_sulfide
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.042553 |
---|
0 | |
---|---|
1 | 2 |
Value | Count | Frequency (%) | |
0 | 45 | 95.7% | |
1 | 2 | 4.3% |
fr_sulfonamd
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.23404 |
---|
0 | |
---|---|
1 |
Value | Count | Frequency (%) | |
0 | 36 | 76.6% | |
1 | 11 | 23.4% |
fr_sulfone
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.021277 |
---|
0 | |
---|---|
1 | 1 |
Value | Count | Frequency (%) | |
0 | 46 | 97.9% | |
1 | 1 | 2.1% |
fr_term_acetylene
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_tetrazole
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_thiazole
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.12766 |
---|
0 | |
---|---|
1 | 6 |
Value | Count | Frequency (%) | |
0 | 41 | 87.2% | |
1 | 6 | 12.8% |
fr_thiocyan
Constant
This variable is constant and should be ignored for analysis
Constant value | 0 |
---|
fr_thiophene
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.021277 |
---|
0 | |
---|---|
1 | 1 |
Value | Count | Frequency (%) | |
0 | 46 | 97.9% | |
1 | 1 | 2.1% |
fr_unbrch_alkane
Boolean
Distinct count | 2 |
---|---|
Unique (%) | 4.3% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Mean | 0.042553 |
---|
0 | |
---|---|
1 | 2 |
Value | Count | Frequency (%) | |
0 | 45 | 95.7% | |
1 | 2 | 4.3% |
fr_urea
Highly correlated
This variable is highly correlated with PEOE_VSA14
and should be ignored for analysis
Correlation | 0.9037 |
---|
qed
Numeric
Distinct count | 47 |
---|---|
Unique (%) | 100.0% |
Missing (%) | 0.0% |
Missing (n) | 0 |
Infinite (%) | 0.0% |
Infinite (n) | 0 |
Mean | 0.60893 |
---|---|
Minimum | 0.31864 |
Maximum | 0.89526 |
Zeros (%) | 0.0% |
Quantile statistics
Minimum | 0.31864 |
---|---|
5-th percentile | 0.39292 |
Q1 | 0.52757 |
Median | 0.58211 |
Q3 | 0.70766 |
95-th percentile | 0.81897 |
Maximum | 0.89526 |
Range | 0.57662 |
Interquartile range | 0.1801 |
Descriptive statistics
Standard deviation | 0.13738 |
---|---|
Coef of variation | 0.22561 |
Kurtosis | -0.54553 |
Mean | 0.60893 |
MAD | 0.11134 |
Skewness | 0.13877 |
Sum | 28.62 |
Variance | 0.018873 |
Memory size | 456.0 B |
Value | Count | Frequency (%) | |
0.5756719627819336 | 1 | 2.1% | |
0.6370330930554224 | 1 | 2.1% | |
0.384904639393525 | 1 | 2.1% | |
0.4031314424177115 | 1 | 2.1% | |
0.5388973544891925 | 1 | 2.1% | |
0.5670080057553453 | 1 | 2.1% | |
0.6444494409282365 | 1 | 2.1% | |
0.5608864758432107 | 1 | 2.1% | |
0.7901907634181753 | 1 | 2.1% | |
0.5247855968190746 | 1 | 2.1% | |
Other values (37) | 37 | 78.7% |
Minimum 5 values
Value | Count | Frequency (%) | |
0.3186393706438594 | 1 | 2.1% | |
0.384904639393525 | 1 | 2.1% | |
0.3905486341935626 | 1 | 2.1% | |
0.3984641157851305 | 1 | 2.1% | |
0.4031314424177115 | 1 | 2.1% |
Maximum 5 values
Value | Count | Frequency (%) | |
0.8026702400913547 | 1 | 2.1% | |
0.8029432449886232 | 1 | 2.1% | |
0.8258367140274907 | 1 | 2.1% | |
0.8640548613284357 | 1 | 2.1% | |
0.8952620495802047 | 1 | 2.1% |