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bank-dataset-notes.txt
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# age: numeric
Influences many things in the data set, such as job, marital, education
And maybe also housing and loan
job: categorical (12)
Influences money-related variables such as default, loan, (housing?)
Also influences marital
marital: categorical (4)
Influences housing
education: categorical (8)
Influences job, marital,
https://www.economicshelp.org/blog/6544/economics/uk-consumer-confidence-2/
dag {
bb="0,0,1,1"
"age: numeric" [pos="0.293,0.043"]
"campaign: numeric" [pos="0.727,0.310"]
"cons.conf.idx: numeric" [pos="0.117,0.349"]
"cons.price.idx: numeric" [pos="0.050,0.185"]
"contact: binary" [pos="0.513,0.295"]
"day_of_week: categorical (7)" [pos="0.585,0.077"]
"default: ternary" [pos="0.375,0.455"]
"duration: numeric" [pos="0.549,0.595"]
"emp.var.rate: numeric" [pos="0.121,0.023"]
"euribor3m: numeric" [pos="0.170,0.248"]
"housing: ternary" [pos="0.463,0.414"]
"job: categorical (12)" [pos="0.361,0.188"]
"loan: ternary" [pos="0.291,0.532"]
"marital: categorical (4)" [pos="0.306,0.283"]
"month: categorical (12)" [pos="0.704,0.099"]
"nr.employed: numeric" [pos="0.177,0.091"]
"poutcome: ternary" [pos="0.844,0.305"]
"previous: numeric" [pos="0.844,0.092"]
"y: binary" [pos="0.508,0.946"]
education [pos="0.232,0.185"]
"age: numeric" -> "contact: binary"
"age: numeric" -> "job: categorical (12)"
"age: numeric" -> "marital: categorical (4)"
"age: numeric" -> education
"campaign: numeric" -> "duration: numeric"
"cons.conf.idx: numeric" -> "default: ternary"
"cons.conf.idx: numeric" -> "housing: ternary"
"cons.conf.idx: numeric" -> "loan: ternary"
"cons.price.idx: numeric" -> "cons.conf.idx: numeric"
"contact: binary" -> "duration: numeric"
"day_of_week: categorical (7)" -> "duration: numeric"
"default: ternary" -> "duration: numeric"
"default: ternary" -> "y: binary"
"duration: numeric" -> "y: binary"
"emp.var.rate: numeric" -> "nr.employed: numeric"
"euribor3m: numeric" -> "cons.conf.idx: numeric"
"housing: ternary" -> "duration: numeric"
"housing: ternary" -> "y: binary"
"job: categorical (12)" -> "contact: binary"
"job: categorical (12)" -> "default: ternary"
"job: categorical (12)" -> "housing: ternary"
"job: categorical (12)" -> "loan: ternary"
"job: categorical (12)" -> "marital: categorical (4)"
"loan: ternary" -> "duration: numeric"
"loan: ternary" -> "y: binary"
"marital: categorical (4)" -> "housing: ternary"
"month: categorical (12)" -> "duration: numeric"
"nr.employed: numeric" -> "cons.conf.idx: numeric"
"nr.employed: numeric" -> "job: categorical (12)"
"poutcome: ternary" -> "campaign: numeric"
"poutcome: ternary" -> "duration: numeric"
"poutcome: ternary" -> "y: binary"
"previous: numeric" -> "poutcome: ternary"
education -> "job: categorical (12)"
education -> "loan: ternary"
education -> "marital: categorical (4)"
}