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Descriptive analysis of data distribution characteristics (data exploration)

2022-07-04 05:29:00 【Dazzling clouds】

List of articles

  • Measurement method of data distribution characteristics
  • Concentration trend
    • ( One ) The average
      • Arithmetic mean
      • Harmonic mean
        • Deformation relations
      • Geometric mean
      • Power average function
    • ( Two ) Median — quantile ( The location average )
      • Outliers identification
    • ( 3、 ... and ) The number of
    • ( Four ) Median 、 The relationship between mode and arithmetic mean
  • The degree of dispersion
    • ( One ) Range and quartile difference ( Absolute indicators )
    • ( Two ) Average difference ( Absolute indicators )
    • ( 3、 ... and ) Standard deviation and variance ( Absolute indicators )
      • Sample variance and standard deviation
    • ( Four ) A relative indicator of the degree of dispersion
    • ( 5、 ... and ) Outlier detection ( Standard vertebral coefficient )
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