data<-read.csv("workshop 2.csv")
View(data)
str(data)
## 'data.frame': 4521 obs. of 15 variables:
## $ age : int 30 33 35 30 59 35 36 39 41 43 ...
## $ job : chr "unemployed" "services" "management" "management" ...
## $ marital : chr "married" "married" "single" "married" ...
## $ education: chr "primary" "secondary" "tertiary" "tertiary" ...
## $ default : chr "no" "no" "no" "no" ...
## $ housing : chr "no" "yes" "yes" "yes" ...
## $ loan : chr "no" "yes" "no" "yes" ...
## $ contact : chr "cellular" "cellular" "cellular" "unknown" ...
## $ month : chr "oct" "may" "apr" "jun" ...
## $ day : int 19 11 16 3 5 23 14 6 14 17 ...
## $ duration : int 79 220 185 199 226 141 341 151 57 313 ...
## $ campaign : int 1 1 1 4 1 2 1 2 2 1 ...
## $ pdays : int -1 339 330 -1 -1 176 330 -1 -1 147 ...
## $ previous : int 0 4 1 0 0 3 2 0 0 2 ...
## $ poutcome : chr "unknown" "failure" "failure" "unknown" ...
names(data)
## [1] "age" "job" "marital" "education" "default" "housing"
## [7] "loan" "contact" "month" "day" "duration" "campaign"
## [13] "pdays" "previous" "poutcome"
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