Cluster Analysis

by Salesforce LabsSalesforceFree

Groups Salesforce Platform records, finds similar records, predicts field values, and visualizes clusters.

Facts verified appexchange.salesforce.comAd-free rankings
PRICINGFree
DEPLOYMENTCloud
CATEGORYAnalytics
UPDATED ON MARKETPLACE
Cluster Analysis — screenshot from the Salesforce AppExchange listing

What it does

Cluster Analysis organizes records from standard or custom Salesforce Platform objects into a selected number of groups. It applies unsupervised methods such as K-Means and K-Medoids without training datasets. The app can identify similar records and predict field values with K-Nearest Neighbors based on cluster models. Results can be stored for reports or CSV export, shown in views and a 2D graph, or written to a custom field on source records.

Key capabilities

from the Salesforce AppExchange listing

Record grouping

Organizes records from standard or custom objects into a chosen number of clusters with K-Means and K-Medoids.

Similar record search

Identifies similar records using configured cluster models and clustering results.

Field value prediction

Produces field value predictions with cluster models and the K-Nearest Neighbors algorithm.

Cluster visualization

Shows data and clustering results on a two-dimensional graph using t-SNE dimensionality reduction.

Result management

Stores analysis results in a managed custom object for list views, reports, or CSV export.

Cluster field population

Can write cluster numbers to a custom field on the source records.

Input options

Accepts varied field types, long text fields, and SOQL queries as data inputs.

In the catalog

332 plugins in Salesforce Platform · Analytics

Price distribution: 154 free, 33 freemium, 145 paid

Pricing & deployment

Platform
Salesforce
Product
Salesforce Platform
Deployment
Cloud
Pricing
Free

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What the vendor says

«New in v2.0: Predictions and find similarities are available Cluster analysis is a task of grouping similar objects into a number of groups called clusters. It is widely used in market research, medicine, biology, finance, computer science, and more. Cluster Analysis app will help you to classify your data from any …»

Official marketplace listing

Publisher
Salesforce Labs
Updated on marketplace
Facts verified