Column Analysis

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Constant Object

Column: epitope_type
Number of Values: 99999
Number of Unique: 1
Number of Missing: 0 (0.0%)
Number type: str

Value	Count	Frequency
Linear peptide	99999	1.0

Statistic	Value
Unique Categories	1
Mode	Linear peptide
Entropy	-0.0
Gini Coefficient	0.0
Simpson Diversity	1.0
Min Category Length	14
Max Category Length	14
Memory	2999970
Cardinality Ratio	0.0

Sequence

Column: peptide
Number of Values: 99999
Number of Unique: 18293
Number of Missing: 0 (0.0%)
Number type: str
Sequence type: protein

Top 20 Protein Sequences Analysis

Rank	Sequence	Count	Length (AA)	Frequency	Molecular Weight (Da)	Isoelectric Point (pI)
1	FLPSDFFPSV	48	10	Asp 10.00 % Leu 10.00 % Phe 30.00 % Pro 20.00 % Ser 20.00 % Val 10.00 %	1155.3	3.75
2	FPRCRYVHK	48	9	Arg 22.22 % Cys 11.11 % His 11.11 % Lys 11.11 % Phe 11.11 % Pro 11.11 % Tyr 11.11 % Val 11.11 %	1205.4	10.46
3	SRYWAIRTR	46	9	Ala 11.11 % Arg 33.33 % Ile 11.11 % Ser 11.11 % Thr 11.11 % Trp 11.11 % Tyr 11.11 %	1208.4	12.20
4	ESAERLKAY	42	9	Ala 22.22 % Arg 11.11 % Glu 22.22 % Leu 11.11 % Lys 11.11 % Ser 11.11 % Tyr 11.11 %	1066.2	6.53
5	ILKEPVHGV	40	9	Glu 11.11 % Gly 11.11 % His 11.11 % Ile 11.11 % Leu 11.11 % Lys 11.11 % Pro 11.11 % Val 22.22 %	991.2	7.55
6	FRLMRTNFL	38	9	Arg 22.22 % Asn 11.11 % Leu 22.22 % Met 11.11 % Phe 22.22 % Thr 11.11 %	1197.5	12.50
7	RTLLGLILFV	36	10	Arg 10.00 % Gly 10.00 % Ile 10.00 % Leu 40.00 % Phe 10.00 % Thr 10.00 % Val 10.00 %	1144.5	10.55
8	IIIPFIAYFV	36	10	Ala 10.00 % Ile 40.00 % Phe 20.00 % Pro 10.00 % Tyr 10.00 % Val 10.00 %	1195.5	6.09
9	GILGFVFTL	36	9	Gly 22.22 % Ile 11.11 % Leu 22.22 % Phe 22.22 % Thr 11.11 % Val 11.11 %	966.2	6.10
10	ETIFTVLAL	35	9	Ala 11.11 % Glu 11.11 % Ile 11.11 % Leu 22.22 % Phe 11.11 % Thr 22.22 % Val 11.11 %	1006.2	3.85
11	FVIGGMTGV	35	9	Gly 33.33 % Ile 11.11 % Met 11.11 % Phe 11.11 % Thr 11.11 % Val 22.22 %	880.1	6.10
12	WLSLLVPFV	34	9	Leu 33.33 % Phe 11.11 % Pro 11.11 % Ser 11.11 % Trp 11.11 % Val 22.22 %	1073.3	6.10
13	KLVALGINAV	34	10	Ala 20.00 % Asn 10.00 % Gly 10.00 % Ile 10.00 % Leu 20.00 % Lys 10.00 % Val 20.00 %	997.2	9.70
14	EIPQFMIGL	34	9	Gln 11.11 % Glu 11.11 % Gly 11.11 % Ile 22.22 % Leu 11.11 % Met 11.11 % Phe 11.11 % Pro 11.11 %	1047.3	3.85
15	EIINNGISY	33	9	Asn 22.22 % Glu 11.11 % Gly 11.11 % Ile 33.33 % Ser 11.11 % Tyr 11.11 %	1022.1	3.85
16	EVFEIIRSY	32	9	Arg 11.11 % Glu 22.22 % Ile 22.22 % Phe 11.11 % Ser 11.11 % Tyr 11.11 % Val 11.11 %	1155.3	4.26
17	DTTTDISKY	32	9	Asp 22.22 % Ile 11.11 % Lys 11.11 % Ser 11.11 % Thr 33.33 % Tyr 11.11 %	1043.1	4.11
18	GLYEAIEEC	32	9	Ala 11.11 % Cys 11.11 % Glu 33.33 % Gly 11.11 % Ile 11.11 % Leu 11.11 % Tyr 11.11 %	1026.1	3.47
19	LLTEVETYV	32	9	Glu 22.22 % Leu 22.22 % Thr 22.22 % Tyr 11.11 % Val 22.22 %	1066.2	3.61
20	WLWVSSSDM	32	9	Asp 11.11 % Leu 11.11 % Met 11.11 % Ser 33.33 % Trp 22.22 % Val 11.11 %	1110.2	3.75

Length Statistics

Min Length:	9 AA
Mean Length:	9.2 AA
Max Length:	10 AA

Molecular Weight Statistics

Min MW:	880.1 Da
Mean MW:	1077.9 Da
Max MW:	1208.4 Da

Isoelectric Point Statistics

Min pI:	3.47
Mean pI:	6.42
Max pI:	12.50

Hydrophobicity Statistics

Min Hydrophobicity:	-1.211
Mean Hydrophobicity:	0.675
Max Hydrophobicity:	2.670

Charge Statistics

Min Charge:	-3.06
Mean Charge:	-0.10
Max Charge:	3.03

Amino Acid Composition (Aggregated from Top 20)

Amino Acid	Three-Letter	Count	Percentage
L	Leu	23	12.50%
I	Ile	20	10.87%
V	Val	18	9.78%
F	Phe	16	8.70%
E	Glu	13	7.07%
T	Thr	12	6.52%
S	Ser	11	5.98%
G	Gly	11	5.98%
R	Arg	10	5.43%
Y	Tyr	9	4.89%
A	Ala	8	4.35%
P	Pro	7	3.80%
K	Lys	5	2.72%
D	Asp	4	2.17%
W	Trp	4	2.17%
M	Met	4	2.17%
N	Asn	4	2.17%
C	Cys	2	1.09%
H	His	2	1.09%
Q	Gln	1	0.54%

Rank	Sequence	Length	Hydrophobicity	Charge	Aliphatic Index	Boman Index	Aromaticity	Instability
1	FLPSDFFPSV	10	0.810	-1.00	68.00	-0.24	0.300	78.50
2	FPRCRYVHK	9	-1.056	3.03	32.22	3.54	0.222	39.84
3	SRYWAIRTR	9	-1.211	3.00	54.44	4.65	0.222	-6.31
4	ESAERLKAY	9	-1.122	0.00	65.56	3.23	0.111	20.86
5	ILKEPVHGV	9	0.456	0.09	151.11	-0.20	0.000	52.13
6	FRLMRTNFL	9	0.211	2.00	86.67	2.32	0.222	-32.89
7	RTLLGLILFV	10	2.110	1.00	224.00	-1.51	0.100	28.26
8	IIIPFIAYFV	10	2.670	-0.00	195.00	-3.13	0.300	25.38
9	GILGFVFTL	9	2.267	-0.00	162.22	-2.67	0.222	20.86
10	ETIFTVLAL	9	1.778	-1.00	173.33	-1.29	0.111	8.89
11	FVIGGMTGV	9	1.744	-0.00	107.78	-2.06	0.111	9.97
12	WLSLLVPFV	9	2.144	-0.00	194.44	-2.75	0.222	65.40
13	KLVALGINAV	10	1.630	1.00	195.00	-1.52	0.000	-7.98
14	EIPQFMIGL	9	0.944	-1.00	130.00	-0.96	0.111	40.11
15	EIINNGISY	9	0.056	-1.00	130.00	0.88	0.111	4.16
16	EVFEIIRSY	9	0.267	-1.00	118.89	1.69	0.222	79.11
17	DTTTDISKY	9	-1.178	-1.00	43.33	3.26	0.111	-7.81
18	GLYEAIEEC	9	0.044	-3.06	97.78	0.74	0.111	134.38
19	LLTEVETYV	9	0.700	-2.00	151.11	0.11	0.111	30.29
20	WLWVSSSDM	9	0.244	-1.00	75.56	0.33	0.222	82.28

Additional Property Statistics

Aliphatic Index	from 32.22 to 224.00
Boman Index	from -3.13 to 4.65
Aromaticity	from 0.000 to 0.300
Instability Index	from -32.89 to 134.38

Property Interpretation

Aliphatic Index: Relative volume of aliphatic side chains (higher = more thermostable)

Boman Index: Protein-protein interaction potential

Aromaticity: Fraction of aromatic amino acids (Phe, Trp, Tyr)

Instability Index: <40 = stable, >40 = unstable protein

Most Common Peptide K-mers per Sequence

Peptide K-mer	Count
DFF	1
FFP	1
FLP	1
FPS	1
LPS	1

Peptide K-mer	Count
CRY	1
FPR	1
PRC	1
RCR	1
RYV	1

Peptide K-mer	Count
AIR	1
IRT	1
RTR	1
RYW	1
SRY	1

Peptide K-mer	Count
AER	1
ERL	1
ESA	1
KAY	1
LKA	1

Peptide K-mer	Count
EPV	1
HGV	1
ILK	1
KEP	1
LKE	1

Peptide K-mer	Count
FRL	1
LMR	1
MRT	1
NFL	1
RLM	1

Peptide K-mer	Count
GLI	1
ILF	1
LFV	1
LGL	1
LIL	1

Peptide K-mer	Count
AYF	1
FIA	1
IAY	1
III	1
IIP	1

Peptide K-mer	Count
FTL	1
FVF	1
GFV	1
GIL	1
ILG	1

Peptide K-mer	Count
ETI	1
FTV	1
IFT	1
LAL	1
TIF	1

Peptide K-mer	Count
FVI	1
GGM	1
GMT	1
IGG	1
MTG	1

Peptide K-mer	Count
LLV	1
LSL	1
LVP	1
PFV	1
SLL	1

Peptide K-mer	Count
ALG	1
GIN	1
INA	1
KLV	1
LGI	1

Peptide K-mer	Count
EIP	1
FMI	1
IGL	1
IPQ	1
MIG	1

Peptide K-mer	Count
EII	1
GIS	1
IIN	1
INN	1
ISY	1

Peptide K-mer	Count
EII	1
EVF	1
FEI	1
IIR	1
IRS	1

Peptide K-mer	Count
DIS	1
DTT	1
ISK	1
SKY	1
TDI	1

Peptide K-mer	Count
AIE	1
EAI	1
EEC	1
GLY	1
IEE	1

Peptide K-mer	Count
ETY	1
EVE	1
LLT	1
LTE	1
TEV	1

Peptide K-mer	Count
LWV	1
SDM	1
SSD	1
SSS	1
VSS	1

Missing Object

Column: Reference_Name
Number of Values: 59434
Number of Unique: 16106
Number of Missing: 40565 (40.57%)
Number type: str

Value	Count	Frequency
HPVG analog	65	0.0010936500992697782
3033.0002	30	0.0005047615842783591
3033.0009	30	0.0005047615842783591
3033.0016	29	0.00048793619813574724
3033.0043	27	0.00045428542585052327
71020	25	0.00042063465356529934
71444	24	0.00040380926742268733
71016	24	0.00040380926742268733
71013	24	0.00040380926742268733
71027	24	0.00040380926742268733
7014.0005	23	0.00038698388128007537
73567	23	0.00038698388128007537
70964	23	0.00038698388128007537
76951	23	0.00038698388128007537
71017	23	0.00038698388128007537
7014.0001	22	0.0003701584951374634
7014.0002	22	0.0003701584951374634
7014.0003	22	0.0003701584951374634
7014.0004	22	0.0003701584951374634
7014.0006	22	0.0003701584951374634

Statistic	Value
Unique Categories	16106
Mode	HPVG analog
Entropy	13.55
Gini Coefficient	1.0
Simpson Diversity	9565.43
Min Category Length	1.0
Max Category Length	60.0
Memory	2122293
Cardinality Ratio	0.271

Missing Number High Correlation

Column: start
Number of Values: 97812
Number of Unique: 2552
Number of Missing: 2187 (2.19%)
Number type: float64
Correlates with:
End : 0.9999999322390251

Value	Count	Frequency
1.0	485	0.004958491800597064
6.0	425	0.004345070134543819
18.0	421	0.004304175356806936
2.0	416	0.004253056884635832
7.0	410	0.0041917147180305075
4.0	406	0.004150819940293624
17.0	367	0.0037520958573590154
8.0	361	0.003690753690753691
74.0	360	0.00368052999631947
47.0	359	0.0036703063018852494
35.0	350	0.0035782930519772625
54.0	348	0.003557845663108821
41.0	345	0.003527174579806159
11.0	341	0.0034862798020692757
12.0	338	0.0034556087187666137
39.0	332	0.003394266552161289
56.0	331	0.003384042857727068
53.0	328	0.003353371774424406
66.0	323	0.0033022533022533025
70.0	321	0.003281805913384861

Statistic	Value
Minimum	1.0
Maximum	7025.0
Mean	596.07
Median	223.0
Mode	1.0
Standard Deviation	1117.58
Sum	58303118.0
Kurtosis	12.64
Skewness	3.46
Median Abs Deviation	158.5
Coefficient of Variation	1.87
Quantiles	25 %: 90.0 50 %: 223.0 75 %: 489.0
Memory	1599984

Missing Number High Correlation

Column: end
Number of Values: 97812
Number of Unique: 2543
Number of Missing: 2187 (2.19%)
Number type: float64
Correlates with:
Start : 0.9999999322390251

Value	Count	Frequency
9.0	443	0.004529096634359792
15.0	403	0.004120148856990962
27.0	398	0.004069030384819859
14.0	391	0.0039974645237803134
12.0	389	0.003977017134911872
25.0	385	0.003936122357174989
10.0	382	0.0039054512738723266
16.0	373	0.00381343802396434
26.0	356	0.003639635218582587
21.0	352	0.003598740440845704
61.0	347	0.0035476219686746
55.0	346	0.0035373982742403793
49.0	340	0.003476056107635055
64.0	340	0.003476056107635055
13.0	331	0.003384042857727068
50.0	331	0.003384042857727068
42.0	330	0.0033738191632928477
48.0	330	0.0033738191632928477
111.0	327	0.0033431480799901853
43.0	326	0.0033329243855559645

Statistic	Value
Minimum	8.0
Maximum	7034.0
Mean	604.27
Median	231.0
Mode	9.0
Standard Deviation	1117.59
Sum	59104685.0
Kurtosis	12.64
Skewness	3.46
Median Abs Deviation	158.0
Coefficient of Variation	1.85
Quantiles	25 %: 98.0 50 %: 231.0 75 %: 497.0
Memory	1599984

Missing Object

Column: protein
Number of Values: 98077
Number of Unique: 3628
Number of Missing: 1922 (1.92%)
Number type: str

Value	Count	Frequency
Replicase polyprotein 1ab	7109	0.07248386471853747
L protein	2813	0.02868154613212068
Hypothetical protein	2029	0.020687826911508306
Genome polyprotein	1929	0.019668219868062848
nucleoprotein NP	1806	0.018414103204624936
Nucleoprotein	1646	0.01678273193511221
glycoprotein	1474	0.015029007820386023
involved in plaque and EEV formation	1472	0.015008615679517114
Spike glycoprotein precursor	1217	0.012408617718731202
Major core protein P4a precursor	1095	0.011164697125727745
Protein G7	1075	0.010960775717038653
Protein K4	1054	0.010746658237915107
unknown	1044	0.010644697533570563
structural glycoprotein	935	0.009533325856215014
nucleocapsid protein	892	0.009094894827533468
Hypothetical protein VACWR082	891	0.009084698757099014
glycoprotein precursor	884	0.009013326264057831
Serine proteinase inhibitor 2	873	0.008901169489278831
36 kDa late protein I1	838	0.008544307024072922
Hypothetical protein VACWR050	833	0.008493326671900649

Statistic	Value
Unique Categories	3628
Mode	Replicase polyprotein 1ab
Entropy	9.05
Gini Coefficient	0.99
Simpson Diversity	96.83
Min Category Length	2.0
Max Category Length	248.0
Memory	4097202
Cardinality Ratio	0.037

Taxonomy invalid Missing Object

Column: source_organism
Number of Values: 98077
Number of Unique: 671
Number of Missing: 1922 (1.92%)
Number type: str
Taxonomy: Invalid

Value	Count	Frequency
Vaccinia virus WR	21479	0.21900139686164952
SARS coronavirus Tor2	8208	0.08368934612600304
Zaire ebolavirus	4164	0.042456437289068796
Homo sapiens	3764	0.038378009115286965
Giardia lamblia ATCC 50803	3417	0.03483997267453123
SARS-CoV1	2481	0.025296450747881765
Mycobacterium tuberculosis	2395	0.024419588690518673
Escherichia coli O157:H7	1630	0.016619594808160935
Vibrio cholerae	1291	0.013163126930880838
Camelpox virus M-96	1272	0.012969401592626202
Yersinia pestis	1189	0.012123127746566473
Mammarenavirus brazilense	1046	0.01066508967443947
Vibrio vulnificus	1037	0.01057332504052938
Influenza A virus (A/Puerto Rico/8/34/Mount Sinai(H1N1))	1035	0.01055293289966047
Mammarenavirus lassaense	1029	0.010491756477053743
Vibrio parahaemolyticus	1011	0.01030822720923356
Sudan ebolavirus	989	0.01008391365967556
Mammarenavirus guanaritoense	968	0.009869796180552014
Pseudomonas aeruginosa	943	0.00961489441969065
Marburg virus - Musoke, Kenya, 1980	934	0.00952312978578056

Taxonomy
Chlamydia trachomatis Serovar L2
H1N1 subtype Influenza A/Oklahoma/7485/01
H1N1 swine influenza virus (A/swine/Korea/S10/2004(H1N1))
H9N2 subtype Influenza A virus (A/swine/Korea/S81/2004(H9N2))
H9N2 subtype Influenza A virus (A/swine/Korea/S83/2004(H9N2))
Hepatitis B virus subtype AYR
Hepatitis delta virus TW2667
Human gammaherpesvirus 4
Human herpesvirus 4 GD1
Human herpesvirus 4 WW1
Influenza A virus H3N2 (A/Resvir-9 (H3N2))
Lymphocytic choriomeningitis virus (strain Armstrong) (clone 53b)
Monkeypox virus USA_2003_039
SARS-CoV1
Variola major virus India-1967
West Nile virus NY-99

Statistic	Value
Unique Categories	671
Mode	Vaccinia virus WR
Entropy	5.96
Gini Coefficient	0.94
Simpson Diversity	15.68
Min Category Length	9.0
Max Category Length	70.0
Memory	3812721
Cardinality Ratio	0.007

Constant Object

Column: host
Number of Values: 99999
Number of Unique: 1
Number of Missing: 0 (0.0%)
Number type: str
Taxonomy: Valid

Value	Count	Frequency
Homo sapiens (human)	99999	1.0

Statistic	Value
Unique Categories	1
Mode	Homo sapiens (human)
Entropy	-0.0
Gini Coefficient	0.0
Simpson Diversity	1.0
Min Category Length	20
Max Category Length	20
Memory	3599964
Cardinality Ratio	0.0

Object

Column: method
Number of Values: 99999
Number of Unique: 19
Number of Missing: 0 (0.0%)
Number type: str

Value	Count	Frequency
purified MHC/direct/fluorescence	50233	0.5023350233502335
purified MHC/competitive/radioactivity	45128	0.45128451284512844
cellular MHC/direct/fluorescence	2177	0.021770217702177023
purified MHC/competitive/fluorescence	1463	0.014630146301463014
purified MHC/direct/radioactivity	249	0.0024900249002490025
lysate MHC/direct/radioactivity	187	0.001870018700187002
cellular MHC/competitive/fluorescence	136	0.0013600136001360014
x-ray crystallography	84	0.0008400084000840008
cellular MHC/competitive/radioactivity	70	0.0007000070000700007
secreted MHC/mass spectrometry	59	0.0005900059000590006
cellular MHC/mass spectrometry	58	0.0005800058000580006
Edman degradation	41	0.0004100041000410004
cellular MHC/direct/radioactivity	40	0.0004000040000400004
cellular MHC/T cell inhibition	28	0.0002800028000280003
coelution	18	0.00018000180001800017
T cell recognition	11	0.00011000110001100011
lysate MHC/direct/fluorescence	9	9.000090000900009e-05
purified MHC/direct/phage display	4	4.000040000400004e-05
binding assay	4	4.000040000400004e-05

Statistic	Value
Unique Categories	19
Mode	purified MHC/direct/fluorescence
Entropy	1.32
Gini Coefficient	0.54
Simpson Diversity	2.19
Min Category Length	9
Max Category Length	38
Memory	5076750
Cardinality Ratio	0.0

Object

Column: response_measured
Number of Values: 99999
Number of Unique: 10
Number of Missing: 0 (0.0%)
Number type: str

Value	Count	Frequency
dissociation constant KD (~IC50)	42795	0.4279542795427954
dissociation constant KD (~EC50)	36176	0.36176361763617637
qualitative binding	15320	0.15320153201532016
half maximal inhibitory concentration (IC50)	3768	0.03768037680376804
half life	1574	0.015740157401574015
ligand presentation	187	0.001870018700187002
3D structure	84	0.0008400084000840008
half maximal effective concentration (EC50)	77	0.0007700077000770008
50% dissociation temperature	9	9.000090000900009e-05
dissociation constant KD	9	9.000090000900009e-05

Statistic	Value
Unique Categories	10
Mode	dissociation constant KD (~IC50)
Entropy	1.78
Gini Coefficient	0.66
Simpson Diversity	2.95
Min Category Length	9
Max Category Length	44
Memory	4606434
Cardinality Ratio	0.0

Missing Object

Column: units
Number of Values: 84492
Number of Unique: 4
Number of Missing: 15507 (15.51%)
Number type: str

Value	Count	Frequency
nM	82825	0.9802703214505515
min	1574	0.01862898262557402
angstroms	84	0.0009941769634995029
°C	9	0.00010651896037494674

Statistic	Value
Unique Categories	4
Mode	nM
Entropy	0.15
Gini Coefficient	0.04
Simpson Diversity	1.04
Min Category Length	2.0
Max Category Length	9.0
Memory	1778681
Cardinality Ratio	0.0

Object

Column: qualitative
Number of Values: 99999
Number of Unique: 5
Number of Missing: 0 (0.0%)
Number type: str

Value	Count	Frequency
Negative	58504	0.5850458504585045
Positive-Low	12928	0.12928129281292813
Positive-High	12451	0.12451124511245112
Positive-Intermediate	11441	0.11441114411144111
Positive	4675	0.04675046750467505

Statistic	Value
Unique Categories	5
Mode	Negative
Entropy	1.77
Gini Coefficient	0.61
Simpson Diversity	2.57
Min Category Length	8
Max Category Length	21
Memory	2662676
Cardinality Ratio	0.0

Missing Object

Column: inequality
Number of Values: 38618
Number of Unique: 3
Number of Missing: 61381 (61.38%)
Number type: str

Value	Count	Frequency
>	29130	0.7543114609767466
=	9486	0.24563674970221142
>=	2	5.178932104200114e-05

Statistic	Value
Unique Categories	3
Mode	>
Entropy	0.81
Gini Coefficient	0.37
Simpson Diversity	1.59
Min Category Length	1.0
Max Category Length	2.0
Memory	1648334
Cardinality Ratio	0.0

Missing Number

Column: quantitative
Number of Values: 86472
Number of Unique: 10904
Number of Missing: 13527 (13.53%)
Number type: float64

Value	Count	Frequency
20000.0	26587	0.30746368766768434
70000.0	655	0.007574706263299103
1.0	521	0.006025071699509668
10000.0	464	0.0053658987880469975
77700.0	414	0.004787676935886761
78100.0	406	0.004695161439541123
77900.0	400	0.004625774817281895
5000.0	244	0.002821722638541956
69800.0	237	0.0027407715792395226
77500.0	226	0.0026135627717642704
77800.0	222	0.0025673050235914515
69400.0	212	0.002451660653159404
69700.0	180	0.0020815986677768525
2.0	169	0.0019543898603016003
76900.0	162	0.0018734388009991674
0.4	159	0.001838745489869553
70300.0	153	0.0017693588676103247
70100.0	151	0.0017462299935239152
3.0	146	0.0016884078083078916
25000.0	146	0.0016884078083078916

Statistic	Value
Minimum	0.0
Maximum	14276600.0
Mean	15882.14
Median	7610.0
Mode	20000.0
Standard Deviation	66040.92
Sum	1373360464.72
Kurtosis	26750.9
Skewness	137.97
Median Abs Deviation	7607.9
Coefficient of Variation	4.16
Quantiles	25 %: 160.0 50 %: 7610.0 75 %: 20000.0
Memory	1599984

Object

Column: mhc_allele
Number of Values: 99999
Number of Unique: 95
Number of Missing: 0 (0.0%)
Number type: str

Value	Count	Frequency
HLA-A*02:01	11156	0.11156111561115611
HLA-A*03:01	6230	0.062300623006230064
HLA-A*11:01	5744	0.05744057440574406
HLA-A*31:01	4707	0.047070470704707046
HLA-A*01:01	3984	0.03984039840398404
HLA-B*07:02	3805	0.03805038050380504
HLA-B*15:01	3390	0.03390033900339003
HLA-A*68:02	3319	0.033190331903319034
HLA-A*02:03	3122	0.03122031220312203
HLA-B*40:01	3000	0.03000030000300003
HLA-B*58:01	2817	0.02817028170281703
HLA-A*02:06	2751	0.027510275102751027
HLA-A*02:02	2723	0.027230272302723027
HLA-A*26:01	2637	0.026370263702637026
HLA-A*24:02	2624	0.026240262402624025
HLA-A*33:01	2621	0.026210262102621028
HLA-A*68:01	2621	0.026210262102621028
HLA-B*27:05	2588	0.025880258802588027
HLA-A*69:01	2352	0.023520235202352024
HLA-B*08:01	2340	0.023400234002340023

Statistic	Value
Unique Categories	95
Mode	HLA-A*02:01
Entropy	5.23
Gini Coefficient	0.96
Simpson Diversity	26.25
Min Category Length	6
Max Category Length	11
Memory	2694041
Cardinality Ratio	0.001

Constant Object

Column: mhc_class
Number of Values: 99999
Number of Unique: 1
Number of Missing: 0 (0.0%)
Number type: str

Value	Count	Frequency
I	99999	1.0

Statistic	Value
Unique Categories	1
Mode	I
Entropy	-0.0
Gini Coefficient	0.0
Simpson Diversity	1.0
Min Category Length	1
Max Category Length	1
Memory	1699983
Cardinality Ratio	0.0

Object

Column: bind_class
Number of Values: 99999
Number of Unique: 2
Number of Missing: 0 (0.0%)
Number type: str

Value	Count	Frequency
Negative	71432	0.7143271432714328
Positive	28567	0.2856728567285673

Statistic	Value
Unique Categories	2
Mode	Negative
Entropy	0.86
Gini Coefficient	0.41
Simpson Diversity	1.69
Min Category Length	8
Max Category Length	8
Memory	2399976
Cardinality Ratio	0.0

Number

Column: length
Number of Values: 99999
Number of Unique: 4
Number of Missing: 0 (0.0%)
Number type: int64

Value	Count	Frequency
9	79935	0.7993579935799358
10	19295	0.19295192951929518
11	419	0.004190041900419004
8	350	0.0035000350003500033

Statistic	Value
Minimum	8.0
Maximum	11.0
Mean	9.2
Median	9.0
Mode	9.0
Standard Deviation	0.42
Sum	919774.0
Kurtosis	1.37
Skewness	1.54
Median Abs Deviation	0.0
Coefficient of Variation	0.05
Quantiles	25 %: 9.0 50 %: 9.0 75 %: 9.0
Memory	1599984

Column Analysis

Top 20 Protein Sequences Analysis

Length Statistics

Molecular Weight Statistics

Isoelectric Point Statistics

Hydrophobicity Statistics

Charge Statistics

Amino Acid Composition (Aggregated from Top 20)

Additional Property Statistics

Property Interpretation

Most Common Peptide K-mers per Sequence

#1 FLPSDFFPSV (10 AA)

#2 FPRCRYVHK (9 AA)

#3 SRYWAIRTR (9 AA)

#4 ESAERLKAY (9 AA)

#5 ILKEPVHGV (9 AA)

#6 FRLMRTNFL (9 AA)

#7 RTLLGLILFV (10 AA)

#8 IIIPFIAYFV (10 AA)

#9 GILGFVFTL (9 AA)

#10 ETIFTVLAL (9 AA)

#11 FVIGGMTGV (9 AA)

#12 WLSLLVPFV (9 AA)

#13 KLVALGINAV (10 AA)

#14 EIPQFMIGL (9 AA)

#15 EIINNGISY (9 AA)

#16 EVFEIIRSY (9 AA)

#17 DTTTDISKY (9 AA)

#18 GLYEAIEEC (9 AA)

#19 LLTEVETYV (9 AA)

#20 WLWVSSSDM (9 AA)