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str(loanapp)
spc_tbl_ [1,988 × 17] (S3: spec_tbl_df/tbl_df/tbl/data.frame)
$ married : logi [1:1988] TRUE FALSE TRUE TRUE FALSE FALSE ...
$ race : chr [1:1988] "white" "white" "white" "white" ...
$ loan_decision : chr [1:1988] "reject" "approve" "approve" "approve" ...
$ occupancy : num [1:1988] 1 1 1 1 1 1 1 1 1 1 ...
$ loan_amount : num [1:1988] 128 128 66 120 111 141 276 100 267 175 ...
$ applicant_income : num [1:1988] 74 84 36 59 63 72 90 72 144 97 ...
$ num_units : num [1:1988] 1 1 1 1 1 1 1 1 1 1 ...
$ num_dependants : num [1:1988] 1 0 0 0 0 0 0 1 2 0 ...
$ self_employed : logi [1:1988] FALSE FALSE TRUE FALSE FALSE FALSE ...
$ monthly_income : num [1:1988] 4583 2666 3000 2583 2208 ...
$ purchase_price : num [1:1988] 160 143 110 134 138 ...
$ liquid_assets : num [1:1988] 52 37 19 31 169 ...
$ mortage_payment_history: num [1:1988] 2 2 2 2 2 2 2 2 1 1 ...
$ consumer_credit_history: num [1:1988] 2 2 6 1 6 1 1 1 1 2 ...
$ filed_bankruptcy : logi [1:1988] FALSE FALSE TRUE FALSE FALSE FALSE ...
$ property_type : num [1:1988] 2 2 2 1 2 1 2 2 2 2 ...
$ gender : chr [1:1988] "male" "male" "male" "male" ...
- attr(*, "spec")=
.. cols(
.. married = col_logical(),
.. race = col_character(),
.. loan_decision = col_character(),
.. occupancy = col_double(),
.. loan_amount = col_double(),
.. applicant_income = col_double(),
.. num_units = col_double(),
.. num_dependants = col_double(),
.. self_employed = col_logical(),
.. monthly_income = col_double(),
.. purchase_price = col_double(),
.. liquid_assets = col_double(),
.. mortage_payment_history = col_double(),
.. consumer_credit_history = col_double(),
.. filed_bankruptcy = col_logical(),
.. property_type = col_double(),
.. gender = col_character()
.. )
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