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2026-05-21 14:16:30 +02:00

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[2025-06-21 22:20:44] (timestamp)
features with NA's
=======================
age 123
job 73
marital 19
education 463
duration 51
poutcome 7814
emp.var.rate 247
cons.price.idx 247
cons.conf.idx 247
categorical cols levels
=======================
job
job
admin. 2630
blue collar 1852
entrepreneur 294
housemaid 267
management 688
retired 621
self-employed 336
services 856
student 354
technician 1626
unemployed 271
marital
marital
divorced 1076
married 5747
single 3026
education
education
basic.4y 972
basic.6y 503
basic.9y 1251
high.school 2230
illiterate 6
professional.course 1307
university.degree 3136
default
default
no 8268
unknown 1600
housing
housing
no 4413
unknown 244
yes 5211
loan
loan
no 8196
unknown 244
yes 1428
contact
contact
cellular 6993
telephone 2875
month
month
apr 834
aug 1451
dec 103
jul 1582
jun 1239
mar 314
may 2745
nov 925
oct 363
sep 312
day_of_week
day_of_week
fri 1823
mon 1960
thu 2152
tue 1947
wed 1986
poutcome
poutcome
failure 1101
success 953
y
y
no 5223
yes 4645