Cluster analysis refers to a family of algorithms and tasks rather than one specific algorithm. It can be achieved by various algorithms that differ significantly in their understanding of what constitutes a …

Jun 18, 2025 · What Is Cluster Analysis? Cluster analysis is a data analysis technique that groups together data points that are similar to each other within a data set. Here’s how it’s useful, its …

Mar 26, 2024 · Cluster analysis is a statistical method used in data mining and machine learning to group a set of objects in such a way that objects within a group (or cluster) are more similar to each …

Cluster analysis is a data exploration (mining) tool for dividing a multivariate dataset into “natural” clusters (groups). We use the methods to explore whether previously undefined clusters (groups) …

Jul 23, 2025 · Cluster analysis is also known as clustering, which groups similar data points forming clusters. The goal is to ensure that data points within a cluster are more similar to each other than to …

Oct 25, 2023 · Cluster analysis is a statistical technique that organizes and classifies different objects, data points, or observations into groups or clusters based on similarities or patterns.

Aug 24, 2020 · What is cluster analysis? Cluster analysis is a statistical method for processing data. It works by organizing items into groups – or clusters – based on how closely associated they are.

Cluster analysis is a statistical technique in which algorithms group a set of objects or data points based on their similarity. The result of cluster analysis is a set of clusters, each distinct from the others but …

Nov 6, 2025 · Explore cluster analysis, including its types, methods, and examples. Learn how cluster analysis is used to group data points into meaningful clusters.

Sep 11, 2025 · Cluster analysis is a statistical method that groups data points with similar characteristics into distinct clusters. It’s an unsupervised learning method, which means the algorithm finds patterns …