statistics in business

profileEchiri16
DataDictionary.xlsx

Sheet1

# Fields Description
1 member_id A unique Id for the borrower member.
2 loan_amnt The listed amount of the loan applied for by the borrower. If at some point in time, the credit department reduces the loan amount, then it will be reflected in this value.
3 funded_amnt The total amount committed to that loan at that point in time.
4 funded_amnt_inv The total amount committed by investors for that loan at that point in time.
5 term The number of payments on the loan. Values are in months and can be either 36 or 60.
6 int_rate Interest Rate on the loan
7 installment The monthly payment owed by the borrower if the loan originates.
8 grade Assigned loan grade
9 emp_length Employment length in years. Possible values are between 0 and 10 where 0 means less than one year and 10 means ten or more years.
10 home_ownership The home ownership status provided by the borrower during registration. Our values are: RENT, OWN, MORTGAGE, OTHER.
11 annual_inc The self-reported annual income provided by the borrower during registration.
12 verification_status Status of the verification done
13 issue_d The month which the loan was funded
14 pymnt_plan Indicates if a payment plan has been put in place for the loan
15 desc Loan description provided by the borrower
16 purpose A category provided by the borrower for the loan request.
17 addr_state The state provided by the borrower in the loan application
18 dti A ratio calculated using the borrower’s total monthly debt payments on the total debt obligations, excluding mortgage and the requested LC loan, divided by the borrower’s self-reported monthly income.
19 delinq_2yrs The number of 30+ days past-due incidences of delinquency in the borrower's credit file for the past 2 years
20 earliest_cr_line The month the borrower's earliest reported credit line was opened
21 inq_last_6mths The number of inquiries in past 6 months (excluding auto and mortgage inquiries)
22 mths_since_last_delinq The number of months since the borrower's last delinquency.
23 open_acc The number of open credit lines in the borrower's credit file.
24 revol_bal Total credit revolving balance
25 revol_util Revolving line utilization rate, or the amount of credit the borrower is using relative to all available revolving credit.
26 total_acc The total number of credit lines currently in the borrower's credit file
27 out_prncp Remaining outstanding principal for total amount funded
28 out_prncp_inv Remaining outstanding principal for portion of total amount funded by investors
29 total_pymnt Payments received to date for total amount funded
30 total_pymnt_inv Payments received to date for portion of total amount funded by investors
31 total_rec_prncp Principal received to date
32 total_rec_int Interest received to date
33 total_rec_late_fee Late fees received to date
34 recoveries post charge off gross recovery
35 collection_recovery_fee post charge off collection fee
36 last_pymnt_d Last month payment was received
37 last_pymnt_amnt Last total payment amount received
38 next_pymnt_d Next scheduled payment date
39 last_credit_pull_d The most recent month pulled credit for this loan
40 application_type Indicates whether the loan is an individual application or a joint application with two co-borrowers
41 loan_status Current status of the loan