Date&Time Aggregator (Labs)

The aggregation granularity node works a lot like group by node except to define your grouping, select a timestamp column and a level of granularity to define your groups. Then numeric columns can be aggregated to: mode, min, max, sum, var, count, or mean. mode will return the first mode in the event of a tie.

Options

Aggregation Granularity Parameters

Timestamp Column

The timestamp column to perform selected time granularity.

Aggregation Column

The numeric column to apply selected aggregation method.

Time Granularity

Options to select expected granularity in output timestamp column.

Available options:

  • Year: Aggregate Granularity on Year
  • Quarter: Aggregate geanularity on quarters
  • Month: Aggregate granularity based on months.
  • Week: Aggregate granularity based on weeks.
  • Day: Aggregate granularity based on days.
  • Hour: Aggregate based on hours
  • Minute: Aggregate based on minutes, preferably from seconds
  • Seconds: Aggregate granularity based on seconds.
Aggregation Method

Options to select method of aggregation to be applied on the selected numeric column.

Available options:

  • Mode: Pick the most commonly occuring value
  • Minimum: Aggregate minimum value in the interval
  • Maximum: Aggregate maximum value in the given interval.
  • Sum: Sum value in the selected granularity range.
  • Variance: Calculate variance in the given interval
  • Count: Count number of instance s in the aggregation interval
  • Mean: Calculate mean on the selected interval

Input Ports

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Table containing the timestamp column and the numeric column to apply the selected aggregation method

Output Ports

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Table output containing the timestamp based on selected granularity and the aggregated numerical column.

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Installation

To use this node in KNIME, install the extension KNIME Python Extension Development (Labs) from the below update site following our NodePit Product and Node Installation Guide:

v5.3

A zipped version of the software site can be downloaded here.

Plugin provider: KNIME AG, Zurich, Switzerland
Plugin version: 5.3.3.v202410291554
On NodePit since: 2024-07-09
Last update: 2024-11-15
KNIME versions: Since v5.3

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