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  2. A cluster is a group of interrelated items that share some common features or characteristics123.Some examples of clusters are123:
    • The Great Barrier Reef cluster, which consists of businesses and institutions related to the reef.
    • The Italian Footwear and Fashion cluster, which consists of manufacturers, designers, and retailers of shoes and clothing.
    • The California Wine cluster, which consists of vineyards, wineries, distributors, and tourism agencies.
    • The Silicon Valley Technology cluster, which consists of high-tech companies, universities, and research centers.
    • Clusters of stars, organisms, or documents, which are grouped by brightness, genetic information, or topic, respectively.
    Learn more:
    In Cairn, this cluster (a group of interrelated businesses and institutions) was built around the Great Barrier Reef. Other examples of clusters include the Italian Footwear and Fashion Cluster, the California Wine Cluster, and the Silicon Valley Technology Cluster.
    www.isc.hbs.edu/competitiveness-economic-devel…
    For example, you can group items by different features as demonstrated in the following examples: Examples Group stars by brightness. Group organisms by genetic information into a taxonomy. Group documents by topic. Machine learning systems can then use cluster IDs to simplify the processing of large datasets.
    developers.google.com/machine-learning/clusterin…
    Clustering effectively concentrates the subjects into smaller regions, allowing the researchers to sample more of them. For example, if they use schools as their groups, instead of randomly selecting students from scattered schools, they can use all students from the schools they randomly select.
    statisticsbyjim.com/basics/cluster-sampling/
     
  3. People also ask
    What is clustering in data analysis?The goal of cluster analysis is to divide a dataset into groups (or clusters) such that the data points within each group are more similar to each other than to data points in other groups.
    Includes AI generated content
     
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