Cluster analysis - Wikipedia
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 …
What Is Cluster Analysis? (Examples and Applications) | Built In
Jun 18, 2025 · 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 applications, types, algorithms, tips …
Data Mining - Cluster Analysis - GeeksforGeeks
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 …
Cluster Analysis: Definition and Examples - Qualtrics
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 - Types, Methods and Examples
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 …
What Is Cluster Analysis? Methods & Examples (2025) - Julius AI
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 …
Comprehensive Guide to Cluster Analysis: Methods, Uses & Tools
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 …
What is Cluster Analysis: Methods and Examples - Airbyte
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.
What Is Clustering? - Coursera
Oct 15, 2025 · Professionals across industries use cluster analysis to explore data and inform decision-making. Learn more about different types of clustering, why cluster analysis is important, and …
Cluster Analysis | Springer Nature Link (formerly SpringerLink)
Aug 23, 2025 · Cluster analysis is a procedure for grouping cases (objects of investigation) in a data set. For this purpose, the first step is to determine the similarity or dissimilarity (distance) between the …