DATASET_BIN_COLUMNS 
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.. _datasetbincolumns:

DATASET_BIN_COLUMNS Transformation Added to Datasets
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Overview
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A new **DATASET_BIN_COLUMNS** transformation has been added to Datasets.

This transformation groups numeric data into equal-width bins, making it easier to categorize continuous values for analysis and visualization. Users can select one or more numeric columns, specify the desired number of bins, and choose whether the binned values are added as new columns or replace the original columns.

Key Features
------------

- Added the **DATASET_BIN_COLUMNS** transformation to Datasets
- Groups numeric data into equal-width bins
- Supports one or more selected numeric columns
- Allows users to specify the number of bins to create
- Provides options to append binned values as new columns or replace the original columns


.. thumbnail:: /_images/Images/datasetbincolumns.png
   :title:

   DATASET_BIN_COLUMNS

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.. thumbnail:: /_images/Images/datasetbincolumns2.png
   :title:

   DATASET_BIN_COLUMNS

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.. thumbnail:: /_images/Images/datasetbincolumns1.png
   :title:

   DATASET_BIN_COLUMNS

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DATASET_BIN_COUNTS Transformation Added to Datasets
===================================================

Overview
--------

A new **DATASET_BIN_COUNTS** transformation has been added to Datasets.

This transformation summarizes previously binned numeric data by generating the count of records in each bin. The output is produced in a **long-format**, bar-chart-ready dataset, with one row for each **(column, bin)** combination, making it easy to visualize and analyze data distributions.

Key Features
------------

- Added the **DATASET_BIN_COUNTS** transformation to Datasets
- Summarizes binned numeric data by counting records in each bin
- Generates output in a **long-format** dataset
- Produces one row for each **(column, bin)** combination
- Creates output that is ready for bar chart visualizations and downstream analysis


.. thumbnail:: /_images/Images/datasetbincounts.png
   :title:

   DATASET_BIN_COLUMNS

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