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Insight model feed layout sample

The following table provides sample values for the feed layout definition. In this sample, a single record uses the insights model sample, but the sample file contains a couple of generic examples.

You can use the attached sample file for testing and baseline configuration.

cfl - insight model sample records 202411.csv

Required fields are marked as (Required) in the field description column; fields not marked as required are optional.

Business name

Field name

Field description

Field data type/length

Sample values

System of Record Name

sor_name

Name of the system that is the authoritative data source for a record. 

char(100)

Modeling Vendor A

Source Model Id

source_model_id

(Required) This field is the natural primary key.

Uniquely identifies a marketing model.

char(50)

P2P_Individual_01

Model Name

model_name

Name of the model.

char(128)

Propensity to Purchase

Model Version Number

model_version_num

(Required) Version number of the model to show multiple iterations/releases/versions of the model.

char(32)

1

Model Start Date

model_start_date

(Required) Effective enforce start date of the model: (YYYY-MM-DD HH:mm:ss).

DATETIME

10/1/2024 10:00

Model End Date

model_end_date

Effective enforce end date of the model: (YYYY-MM-DD HH:mm:ss).

DATETIME

12/31/2025 10:00

Model Description

model_desc

User provided description of the model.

char(512)

Determine Propensity to Buy

Model Type

model_type

Examples: Clustering; Classification; Regression; Recommender; p2purchase.

varchar(50)

Predictive

Predictive Behavior Model

Algorithm

Model Type Description

model_type_desc

A description of the entity identified by unique code or an identifier.

varchar(100)

Model Algorithm

model_algorithm

Model algorithm commonly used for customer segmentation (grouping customers based on specific qualities such as demographics or behavioral patterns).

varchar(100)

Source Record Create Datetime

source_rec_create_datetime

The datetime when the record was created at source system (YYYY-MM-DD HH:mm:ss).

datetime

Source Record Update Datetime

source_rec_update_datetime

The datetime of the latest update of the record at source system (YYYY-MM-DD HH:mm:ss).

datetime

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