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On this page
  • Density Plot
  • Column Assignments
  • Highlight
  • Category
  • Limit Values
  • 'Others' Group
  • Missing Value Handling
  • Layout Configuration
  • Save as an Image

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  1. Visualization
  2. Types

Density Plot

PreviousHistogramNextScatter (No Aggregation)

Last updated 2 years ago

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Density Plot

You can show the distribution of the data by the curved lines. This chart is a variation of a Histogram, but this can show the smoother distributions by smoothing out the noise.

Column Assignments

  • X-Axis - Assign a column you want to show the distribution. The column data should be numeric.

  • Include Outlier - You can uncheck to exclude the outlier values.

Highlight

Category

Limit Values

'Others' Group

Missing Value Handling

Layout Configuration

  • Bandwidth Adjustment - Decides the smoothness of lines. You can assign a numeric value. If you assign a larger number, the curve will be simpler.

  • Number of Equally Spaced Points - How many data points used to draw the line. If you assign a larger number, the curve will be smoother.

  • Bandwidth - Smoothing bandwidth option.

  • Kernel - Smoothing kernel option.

Save as an Image

Color By - Assign a column for color. Take a look at section for more details.

Repeat By - You can assign a column to repeat the chart for each of its values. Take a look at section for more details.

You can change the color of the specific markers such as bars, lines or circles that you pick to stand out from others. See for the detail.

You can categorize numeric values inside the chart. See for the detail.

You can use Limit Values to filter the categories by the aggregated values. See for the detail.

If you have many categories, you can reduce the number of categories by changing some category names to 'Others' using the 'Others' Group feature. See for the detail.

You can use the Missing Value Handling feature to control missing values. See for the detail.

Take a look at on how to configure the layout and format.

You can save the chart as an image file. See for more details.

Color
Repeat By
Highlight
Category(Binning)
Limit Values
'Others' Group
Missing Value Handling
Layout Configuration
Save as PNG/SVG