donor_data: Donor Data

Description Usage Format Source

Description

A dataset containing 3451 constituent rows and 23 features. This dataset is a random 10 with the book Data Science for Fundraising and is used with permission in this package. The dataset was sampled to keep the object size under 1MB

Usage

1

Format

A data frame with 3451 rows and 23 variables:

ID

the unique identifier for each constituent

ZIPCODE

the ZIP code for the constituent

AGE

the age of the constituent

MARITAL_STATUS

the marital status of the constituent

GENDER

the gender of the constituent

MEMBERSHIP_IND

a binary flag indicating if a constituent is a radio member

ALUMNUS_IND

a binary flag indicating if a constituent is an alumnus

PARENT_IND

a binary flag indicating if a constituent is a parent

HAS_INVOLVEMENT_IND

a binary flag indicating if a constituent has an involvement code

WEALTH_RATING

a descriptive factor with the results of a wealth screen

DEGREE_LEVEL

the degree level of the constituent if they are an alumnus

PREF_ADDRESS_TYPE

the preferred address type for the constituent

EMAIL_PRESENT_IND

a binary flag indicating if an email address is present

CON_YEARS

consecutive giving years

PrevFYGiving

the fiscal year giving for the previous fiscal year

PrevFY1Giving

the fiscal year giving for the year before the previous fiscal year

PrevFY2Giving

the fiscal year giving for two years before the previous fiscal year

PrevFY3Giving

the fiscal year giving for three years before the previous fiscal year

PrevFY4Giving

the fiscal year giving for four years before the previous fiscal year

CurrFYGiving

the fiscal year giving for the current fiscal year

TotalGiving

the total giving for the constituent

DONOR_IND

a binary flag indicating if a constituent is a donor

BIRTH_DATE

the birth date for the constituent

Source

https://www.kaggle.com/michaelpawlus/fundraising-data


crazybilly/fundRaising documentation built on July 30, 2021, 12:51 a.m.