loans_by_risk.int: Lending Club Loans by Risk Level

In dataSDA: Datasets and Basic Statistics for Symbolic Data Analysis

Lending Club Loans by Risk Level

Description

Interval-valued dataset of 35 Lending Club loan groups classified by risk level (A through G, 5 groups each). Each group is described by 4 interval-valued financial variables.

Usage

data(loans_by_risk.int)

Format

A symbolic data frame (symbolic_tbl) with 35 observations and 5 variables:

• log_income: Interval-valued log annual income.

• interest_rate: Interval-valued interest rate (%).

• open_accounts: Interval-valued number of open credit accounts.

• total_accounts: Interval-valued total number of credit accounts.

• risk_level: Risk grade factor (A, B, C, D, E, F, G).

Row names are A1–A5, B1–B5, ..., G1–G5.

Metadata

Sample size (n)	35
Variables (p)	5
Subject area	Finance
Symbolic format	Interval
Analytical tasks	Classification, Clustering

Source

MAINT.Data R package (LoansbyRisk_minmax dataset).

References

Brito, P. and Duarte Silva, A.P. (2012). Modelling interval data with Normal and Skew-Normal distributions. Journal of Applied Statistics, 39(1), 3–20.

Original data from the MAINT.Data R package.

Examples

data(loans_by_risk.int)

dataSDA documentation built on June 12, 2026, 9:06 a.m.