1. Component library
  2. Analyze
  3. Number analyzer

Number analyzer

Provides insight into number-column values.

Analyzer Concurrent Distributed execution possible

Result metrics (NumberAnalyzerResult)

  • Row count

    Parameterized by column

  • Null count

    Parameterized by column

  • Highest value

    Parameterized by column

  • Lowest value

    Parameterized by column

  • Sum

    Parameterized by column

  • Mean

    Parameterized by column

  • Geometric mean

    Parameterized by column

  • Standard deviation

    Parameterized by column

  • Variance

    Parameterized by column

  • Second moment

    Parameterized by column

  • Sum of squares

    Parameterized by column

  • Median

    Parameterized by column

  • 25th percentile

    Parameterized by column

  • 75th percentile

    Parameterized by column

  • Kurtosis

    Parameterized by column

  • Skewness

    Parameterized by column

Configured properties

  • Columns

    List of InputColumn<Number> Required

  • Descriptive statistics

    Gather so-called descriptive statistics, including median, skewness, kurtosis and percentiles, which have a larger memory-footprint.

    boolean Required