Measure

MinorityClassSize

Number of instances belonging to the least frequent class.

Value per dataset

cjs (1) 274
analcatdata_michiganacc (1)
detroit (2)
analcatdata_apnea3 (1)
analcatdata_apnea2 (1)
analcatdata_apnea1 (1)
bank32nh (1)
cpu (1)
cpu_small (2)
fried (1)
meta (1)
kdd_coil_1 (1)
kdd_coil_2 (1)
auto93 (1)
kdd_coil_3 (1)
fri_c3_500_25 (1)
fri_c1_500_25 (1)
fri_c1_1000_50 (1)
fri_c4_500_25 (1)
fri_c3_100_10 (1)
fri_c3_1000_25 (1)
fri_c3_100_50 (1)
fri_c4_1000_100 (1)
fri_c2_1000_25 (1)
fri_c0_1000_50 (1)
AP_Omentum_Kidney (1) 77
AP_Ovary_Kidney (1) 198
OVA_Kidney (1) 260
OVA_Uterus (1) 124
OVA_Omentum (1) 77
AP_Ovary_Lung (1) 126
AP_Endometrium_Breast (1) 61
OVA_Breast (1) 344
AP_Uterus_Kidney (1) 124
OVA_Lung (1) 126
KDDCup09_upselling (1) 3682
chscase_census4 (1)
chscase_census3 (1)
chscase_census2 (1)
chscase_demand (1)
visualizing_slope (1)
disclosure_x_tampered (1)
chscase_funds (1)
fri_c0_100_25 (1)
fri_c4_100_100 (1)
fri_c0_250_25 (1)
fri_c0_500_10 (1)
fri_c2_100_25 (1)
fri_c1_100_5 (1)
fri_c2_250_10 (1)
fri_c3_250_25 (1)
sleuth_ex1714 (1)
rabe_265 (1)
fri_c1_500_10 (1)
fri_c4_100_50 (1)
fri_c2_500_25 (1)
fri_c4_250_25 (1)
fri_c3_500_50 (1)
fri_c3_500_10 (1)
fri_c1_250_10 (1)
fri_c1_250_50 (1)
fri_c0_500_5 (1)
fri_c0_500_50 (1)
sleuth_case1102 (1)
rabe_266 (1)
chscase_census6 (1)
sleuth_case2002 (1)
rmftsa_ladata (1)
witmer_census_1980 (1)
chscase_census5 (1)
artificial-characters (1) 600
KnuggetChase3 (1) 36
w6a (1)
w7a (1)
w8a (1)
news20 (2)
rcv1.binary (1)
sleuth_ex1221 (1)
chscase_foot (1)
disclosure_x_noise (1)
chscase_health (1)
sleuth_case1202 (1)
sleuth_case1201 (1)
visualizing_hamster (1)
disclosure_x_bias (1)
rabe_148 (1)
visualizing_ethanol (1)
chscase_geyser1 (1)
hutsof99_logis (1)
rabe_166 (1)
rmftsa_ctoarrivals (1)
sleuth_ex1605 (1)
visualizing_soil (1)
chscase_vine2 (1)
visualizing_galaxy (1)
chscase_vine1 (1)
rabe_131 (1)
diggle_table_a1 (1)
chatfield_4 (1)
hutsof99_child_witness (1)
rabe_97 (1)
rabe_176 (1)
disclosure_z (1)
OVA_Colon (1) 286
AP_Breast_Ovary (1) 198
AP_Endometrium_Kidney (1) 61
BNG(spectf_test) (1) 215190
BNG(adult) (1) 240136
BNG(satimage) (1) 96502
BNG(baseball) (1)
BNG(wine) (1) 277674
BNG(eucalyptus) (1) 142795
BNG(wisconsin) (1)
BNG(cleveland) (1)
BNG(auto_price) (1)
BNG(cpu_act) (1)
Goteborg_52 (1)
BNG(solar-flare) (1) 15232
BNG(solar-flare) (1) 1393
BNG(spect_test) (1) 84563
cloud (2) 32
ESL (2)
ada_prior (1) 1132
hiva_agnostic (1) 149
vowel (3) 90
cjs (2) 680
ESL (1)
LEV (1)
ERA (1)
us_crime (1)
ozone_level (1)
bridges (3) 10
bridges (4) 10
delta_elevators (2)
bank8FM (1)
cpu_act (2)
house_16H (1)
kdd_coil_4 (1)
kdd_coil_5 (1)
kdd_coil_6 (1)
kdd_coil_7 (1)
fri_c0_250_5 (1)
fri_c4_250_100 (1)
fri_c1_100_10 (1)
fri_c4_1000_25 (1)
fri_c1_1000_10 (1)
fri_c2_100_5 (1)
fri_c0_1000_10 (1)
fri_c2_250_5 (1)
fri_c2_500_5 (1)
fri_c0_1000_25 (1)
fri_c2_1000_5 (1)
fri_c0_100_50 (1)
yeast_gene (1)
GCM (1) 10
rsctc2010_5 (1) 10
rsctc2010_6 (1) 7
mouseType (1) 13
ovarianTumour (1) 18
hepatitisC (1) 18
variousCancers_final (1) 16
USCrime (1)
Acorns (1)
Cereals (1) 1
ICU (1)
pubexpendat (1)
EgyptianSkulls (1)
qqdefects_numeric (1)
nasa_numeric (1)
rsctc2010_4 (1) 10
kc1-numeric (1)
SMSA (1)
Brainsize (1)
socmob (1)
pollution (1)
boston_corrected (1)
transplant (1)
lmpavw (1)
sensory (1)
no2 (1)
strikes (1)
quake (2)
BNG(letter,5000,1) (1) 36811
BNG(letter,5000,5) (1) 36811
BNG(letter,5000,10) (1) 36811
BNG(letter,10000,1) (1) 36811
BNG(letter,10000,10) (1) 36811
BNG(audiology,1000,1) (1) 6126
BNG(audiology,1000,10) (1) 6126
BNG(audiology,5000,1) (1) 6126
BNG(kr-vs-kp,1000,10) (1) 478125
BNG(kr-vs-kp,5000,5) (1) 478125
BNG(kr-vs-kp,5000,10) (1) 478125
BNG(kr-vs-kp,10000,1) (1) 478125
BNG(kr-vs-kp,10000,5) (1) 478125
BNG(kr-vs-kp,10000,10) (1) 478125
BNG(letter,1000,5) (1) 36811
BNG(anneal,1000,1) (1) 555
BNG(anneal,1000,5) (1) 555
BNG(anneal,1000,10) (1) 555
BNG(anneal,5000,1) (1) 555
BNG(anneal,5000,5) (1) 555
BNG(anneal,5000,10) (1) 555
BNG(anneal,10000,1) (1) 555
BNG(anneal,10000,5) (1) 555
BNG(anneal,10000,10) (1) 555
BNG(anneal.ORIG,1000,1) (1) 555
BNG(anneal.ORIG,1000,5) (1) 555
BNG(anneal.ORIG,1000,10) (1) 555
BNG(anneal.ORIG,5000,1) (1) 555
BNG(anneal.ORIG,5000,5) (1) 555
BNG(anneal.ORIG,10000,5) (1) 555
BNG(kr-vs-kp,1000,1) (1) 478125
BNG(kr-vs-kp,1000,5) (1) 478125
codrnaNorm (1) 162855
vehicleNorm (1) 49264
lungcancer_shedden (1)
fri_c1_500_5 (1)
fri_c3_250_50 (1)
fri_c0_500_25 (1)
fri_c2_100_10 (1)
fri_c0_250_10 (1)
fri_c1_100_50 (1)
fri_c1_500_50 (1)
fri_c2_250_50 (1)
fri_c3_100_25 (1)
fri_c4_100_10 (1)
fri_c0_100_10 (1)
fri_c2_1000_50 (1)
fri_c4_1000_10 (1)
fri_c0_100_5 (1)
fri_c4_100_25 (1)
fri_c2_500_50 (1)
fri_c2_500_10 (1)
fri_c3_1000_5 (1)
fri_c1_100_25 (1)
fri_c2_100_50 (1)
fri_c3_100_5 (1)
fri_c1_1000_5 (1)
fri_c3_250_5 (1)
fri_c1_250_25 (1)
fri_c4_250_10 (1)
fri_c4_500_50 (1)
fri_c3_500_5 (1)
fri_c3_1000_50 (1)
fri_c4_250_50 (1)
fri_c1_1000_25 (1)
BNG(audiology,5000,5) (1) 6126
BNG(audiology,5000,10) (1) 6126
BNG(autos,1000,1) (1) 2441
BNG(autos,1000,5) (1) 2441
BNG(autos,1000,10) (1) 2441
BNG(autos,5000,1) (1) 2441
BNG(autos,5000,5) (1) 2441
BNG(autos,10000,1) (1) 2441
BNG(autos,10000,5) (1) 2441
duke-breast-cancer (1)
fourclass (1)
german.numer (1)
iris-test (1) 50
BNG(autos,10000,10) (1) 2441
BNG(lymph,1000,1) (1) 16508
BNG(lymph,1000,10) (1) 16508
BNG(lymph,5000,1) (1) 16508
BNG(lymph,5000,5) (1) 16508
BNG(lymph,5000,10) (1) 16508
BNG(lymph,10000,1) (1) 16508
BNG(lymph,10000,10) (1) 16508
a1a (1)
a2a (1)
a3a (1)
a4a (1)
a5a (1)
a6a (1)
a7a (1)
a8a (1)
Kaggle_bike_sharing_demand_challange (1)
physionet_bradycardia (1) 44
physionet_tachycardia (1) 8
cpu.with.vendor (1)
fri_c1_250_5 (1)
fri_c3_250_10 (1)
fri_c0_250_50 (1)
fri_c4_500_10 (1)
fri_c2_250_25 (1)
fri_c2_1000_10 (1)
fri_c4_1000_50 (1)
fri_c3_1000_10 (1)
fri_c0_1000_5 (1)
fri_c4_500_100 (1)
TAM_k_d (1) 71
Agrawal1 (1) 327955
Stagger2 (1) 444057
Stagger3 (1) 333571
BNG(SPECT) (1) 208420
BNG(SPECTF) (1) 281300
BNG(mv) (1)
BNG(JapaneseVowels) (1) 78122
Click_prediction_small (1) 66781
Click_prediction_small (3) 333004
Click_prediction_small (4) 67089
BNG(breastTumor) (1)
BNG(cpu_small) (1)
BNG(pwLinear) (1)
BNG(wine_quality) (1)
BNG(Australian) (1) 426949
BNG(satellite_image) (1)
BNG(Ailerons) (1)
BNG(libras_move) (1)
BNG(vowel) (2) 90311
BNG(puma32H) (1)
letter-challenge-unlabeled.arff (1) 2760
letter-challenge-labeled.arff (1) 5457
Click_prediction_small (6) 134178
nki70.arff (1)
BNG(pbc) (1)
BNG(autoHorse) (1)
BNG(autoPrice) (1)
BNG(2dplanes) (1)
BNG(elevators) (1)
BNG(echoMonths) (1)
BNG(stock) (1)
analcatdata_birthday (1)
arsenic-male-bladder (1)
iq_brain_size (1)
analcatdata_vehicle (1)
papir_2 (1)
dj30-1985-2003 (1) 2531
hip (1)
analcatdata_impeach (1)
analcatdata_whale (1)
analcatdata_supreme (1)
tecator (1)
analcatdata_gsssexsurvey (1)
space_ga (1)
nflpass (1)
sleep (2)
analcatdata_ncaa (1)
pm10 (1)
analcatdata_neavote (1)
analcatdata_seropositive (1)
analcatdata_election2000 (1)
humandevel (1)
pollen (1)
analcatdata_olympic2000 (1)
boston (1)
analcatdata_uktrainacc (1)
arsenic-female-bladder (1)
cps_85_wages (1)
analcatdata_chlamydia (1)
arsenic-male-lung (1)
houses (1)
analcatdata_galapagos (1)
mu284 (1)
balloon (1)
arsenic-female-lung (1)
baseball-team (1)
pbcseq (1)
analcatdata_gviolence (1)
vinnie (1)
analcatdata_wildcat (1)
analcatdata_negotiation (1)
newton_hema (1)
wind_correlations (1)
analcatdata_hiroshima (1)
djdc0093 (1)
veteran (1)
analcatdata_runshoes (1)
analcatdata_vineyard (1)
gina_prior (1) 1705
cocomo_numeric (1)
dbworld-subjects-stemmed (1) 29
BachChoralHarmony (1) 1
TurkiyeStudentEvaluation (1)
Physical_Activity_Recognition_Dataset_Using_Five_Smartphones (1) 90000
COMET_MC (2)
Diabetes130US (1) 11357
GeographicalOriginalofMusic (1)
OnlineNewsPopularity (1)
BuzzinsocialmediaTomsHardware (1)
Buzzinsocialmedia_Twitter (1)
MiceProtein (1) 105
Physical_Activity_Recognition_Dataset_Using_Smartphone_Sensors (1) 74556
ant (1) 20
ant (2) 40
COMET_MC (1)
data (1) 8
SpokenArabicDigit (1)
kdd_internet_usage (2)
Dexter (1) 300
DBpedia(YAGO).arff (1)
Wikidata (1)
NELL (1)
COMET_MC_SAMPLE (1)
COMET_MC_SAMPLE (2)
COMET_MC_SAMPLE (3)
COMET_MC_SAMPLE (4)
SensorDataResource (1)
IBO (1)
CoverType5percent (1)
YAGO_Schema_KGE (1)
yagoSchema.ttl (4)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075174 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075252 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075282 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163122 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1163106 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1075115 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1795135 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1908386 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1926495 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL1952 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2007622 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2006 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2007629 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2055 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2069161 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2074 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2099 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2113 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2146296 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL210 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2447 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2461 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2490 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2517 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2714 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2717 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2777 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2778 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL281 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL2850 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL296 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3023 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL256 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL320 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3626 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3473 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3686 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3703 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3721 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3802 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3840 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3849 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL321 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3932 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3225 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3241 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3309 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3323 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3346 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3349 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3229 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3452 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3511 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL301 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5608 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6054 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6120 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6126 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6113 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL6154 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3284 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4423 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4595 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4597 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4501 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4612 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4516 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4620 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4581 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4715 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4731 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5198 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4793 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5287 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5430 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5330 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5762 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5791 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5912 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5940 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5966 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3836 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3886 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL3992 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4009 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4022 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4065 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4080 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4161 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4177 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4199 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4748 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4767 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4809 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4835 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4849 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4860 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5021 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5044 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5047 (1)
QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL5081 (1)
cjs (3) 274
Engine1 (1) 1
parkinsons-telemonitoring (1)
higgs (1)
KEGGMetabolicReactionNetwork (1)
Census-Income (1)
ParkinsonSpeechDatasetwithMultipleTypesofSoundRecordings (1)
CreditCardSubset (1) 23
Concrete_Data (1)
InterferenceSeperation (1)
KDD98 (1)
sulfur (1)
debutanizer (1)
F2Pmodel3smoted (1) 468
F2Pmodel4smoted (1) 262
S1S1_1s50_31features_7tasks (1) 150
BNG(colic.ORIG,nominal,1000000) (1) 337223
BNG(colic,nominal,1000000) (1) 370347
BNG(optdigits) (1) 98637
BNG(credit-a,nominal,1000000) (1) 445102
BNG(page-blocks,nominal,295245) (1) 1558
BNG(credit-g,nominal,1000000) (1) 300413
BNG(pendigits,nominal,1000000) (1) 95300
BNG(cylinder-bands,nominal,1000000) (1) 422977
BNG(dermatology,nominal,1000000) (1) 54922
BNG(segment) (1) 142366
BNG(anneal.ORIG,nominal,1000000) (1) 597
BNG(kr-vs-kp) (1) 478125
BNG(letter,nominal,1000000) (1) 36483
BNG(autos,nominal,1000000) (1) 2430
BNG(lymph,nominal,1000000) (1) 16553
BNG(breast-cancer,nominal,1000000) (1) 297177
BNG(mfeat-fourier,nominal,1000000) (1) 99773
hayes-roth_test (1) 1
hayes-roth_train (1) 30
vowel (1) 90
BNG(mfeat-karhunen,nominal,1000000) (1) 99523
BNG(bridges_version1,nominal,1000000) (1) 95098
wisconsin (1)
vineyard (1)
bolts (1)
cleveland (1)
auto_price (1)
autoMpg (1)
cpu_act (1)
delta_elevators (1)
fruitfly (1)
pbc (1)
cholesterol (1)
sleep (1)
triazines (1)
autoPrice (1)
detroit (1)
quake (1)
cloud (1)
echoMonths (1)
breastTumor (1)
puma8NH (1)
gascons (1)
cpu_small (1)
elusage (1)
pwLinear (1)
machine_cpu (1)
hungarian (1)
fishcatch (1)
longley (1)
diabetes_numeric (1)
pharynx (1)
baskball (1)
2dplanes (1)
house_8L (1)
garrat2 (1)
siddiqi (1)
lewis (1)
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