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Types of Data Sets

  • Record
    • Relational records
    • Data matrix, e.g., numerical matrix, crosstabs
    • Document data: text documents: term-frequency vector
    • Transaction data
  • Graph and network
    • World Wide Web
    • Social or information networks
    • Molecular Structures
  • Ordered
    • Video data: sequence of images
    • Temporal data: time-series
    • Sequential Data: transaction sequences
    • Genetic sequence data
  • Spatial, image and multimedia:
    • Spatial data: maps
    • Image data:
    • Video data:

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