Operator	Description
Bar Chart	Visualize data in a Bar Chart
Bubble Chart	A 3D Scatter Plot; Bubbles are graphed using x and y labels, and their sizes determined by a z-value.
Dot Plot	Visualize data using a dot plot
Dumbbell Plot	Visualize data in a Dumbbell Plot. A dumbbell plot (also known as a lollipop chart) is typically used to compare two distinct values or time points for the same entity.
Figure Factory Table	Visualize data in a figure factory table
Filled Area Plot	Visualize data in a filled area plot
Gantt Chart	A Gantt chart is a type of bar chart that illustrates a project schedule. The chart lists the tasks to be performed on the vertical axis, and time intervals on the horizontal axis. The width of the horizontal bars in the graph shows the duration of each activity.
Hierarchy Chart	Visualize data in hierarchy
Icicle Chart	Visualize hierarchical data from root to leaves
Line Chart	View the result in line chart
Pie Chart	Visualize data in a Pie Chart
Range Slider	Visualize data in a Range Slider
Sankey Diagram	Visualize data using a Sankey diagram
Scatter Plot	View the result in a scatterplot
Tables Plot	Visualize data in a table chart.
Time Series Plot	Visualize trends and patterns over time.

Total: 16 operators

1.1 - Bar Chart

Visualize data in a Bar Chart

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Input Properties

Property	Requirement	Type	Default	Description
Fields	✓	String	-	Visualize categorical data in a Bar Chart
Category Column		String	No Selection	Optional - Select a column to Color Code the Categories
Horizontal Orientation		Boolean	false	Orientation Style
Pattern		String	-	Add texture to the chart based on an attribute
Value Column	✓	String (integer, long, double)	-	The value associated with each category

Output Ports

Port	Mode
0	Single Snapshot

1.2 - Bubble Chart

A 3D Scatter Plot; Bubbles are graphed using x and y labels, and their sizes determined by a z-value.

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Input Properties

Property	Requirement	Type	Default	Description
X-Column	✓	String	-	Data column for the x-axis
Y-Column	✓	String	-	Data column for the y-axis
Z-Column	✓	String	-	Data column to determine bubble size
Enable Color		Boolean	false	Colors bubbles using a data column
Color-Column	✓	String	-	Picks data column to color bubbles with if color is enabled

Output Ports

Port	Mode
0	Single Snapshot

1.3 - Dot Plot

Visualize data using a dot plot

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Input Properties

Property	Requirement	Type	Default	Description
Count Attribute	✓	String	-	The attribute for the counting of the dot plot

Output Ports

Port	Mode
0	Single Snapshot

1.4 - Dumbbell Plot

Visualize data in a Dumbbell Plot. A dumbbell plot (also known as a lollipop chart) is typically used to compare two distinct values or time points for the same entity.

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Input Properties

Property	Requirement	Type	Default	Description
Category Column Name	✓	String	-	The name of the category column
Dumbbell Start Value	✓	String	-	The start point value of each dumbbell
Dumbbell End Value	✓	String	-	The end value of each dumbbell
Measurement Column Name	✓	String (integer, long, double)	-	The name of the measurement column
Compared Column Name	✓	String	-	The column name that is being compared
Dots		List	-
↳ Dot Column Value	✓	String (integer, long, double)	-	Value for dot axis
Show Legends?		Boolean	false	Whether to show legends in the graph

Output Ports

Port	Mode
0	Single Snapshot

1.5 - Figure Factory Table

Visualize data in a figure factory table

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Input Properties

Property	Requirement	Type	Default	Description
Font Size		Double	12	Font size of the Figure Factory Table
Font Color (Hex Code)		String	#000000	Font color of the Figure Factory Table
Row Height		Double	30	Row height of the Figure Factory Table
Add Attribute	✓	List	[1 items]	List of columns to include in the figure factory table
↳ Attribute Name	✓	String	-

Output Ports

Port	Mode
0	Single Snapshot

1.6 - Filled Area Plot

Visualize data in a filled area plot

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Input Properties

Property	Requirement	Type	Default	Description
X-axis Attribute	✓	String	-	The attribute for your x-axis
Y-axis Attribute	✓	String	-	The attribute for your y-axis
Line Group		String	-	The attribute for group of each line
Color		String	-	Choose an attribute to color the plot
Split Plot by Line Group	✓	Boolean	false	Do you want to split the graph
Pattern		String	-	Add texture to the chart based on an attribute

Output Ports

Port	Mode
0	Single Snapshot

1.7 - Gantt Chart

A Gantt chart is a type of bar chart that illustrates a project schedule. The chart lists the tasks to be performed on the vertical axis, and time intervals on the horizontal axis. The width of the horizontal bars in the graph shows the duration of each activity.

Home > Visualization > Basic

Input Properties

Property	Requirement	Type	Default	Description
Pattern		String	-	Add texture to the chart based on an attribute
Start Datetime Column	✓	String (timestamp)	-	The start timestamp of the task
Finish Datetime Column	✓	String (timestamp)	-	The end timestamp of the task
Task Column	✓	String	-	The name of the task
Color Column		String	-	Column to color tasks

Output Ports

Port	Mode
0	Single Snapshot

1.8 - Hierarchy Chart

Visualize data in hierarchy

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Input Properties

Property	Requirement	Type	Default	Description
Chart Type	✓	treemap, sunburst	-	Treemap or Sunburst
Hierarchy Path	✓	List	-	Hierarchy of attributes from a higher-level category to lower-level category
↳ Attribute Name	✓	String	-
Value Column	✓	String (integer, long, double)	-	The value associated with the size of each sector in the chart

Output Ports

Port	Mode
0	Single Snapshot

1.9 - Icicle Chart

Visualize hierarchical data from root to leaves

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Input Properties

Property	Requirement	Type	Default	Description
Hierarchy Path	✓	List	-	Hierarchy of attributes from a root (higher-level category) to leaves (lower-level category)
↳ Attribute Name	✓	String	-
Value Column	✓	String (integer, long, double)	-	The value associated with the size of each sector in the chart

Output Ports

Port	Mode
0	Single Snapshot

1.10 - Line Chart

View the result in line chart

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Input Properties

Property	Requirement	Type	Default	Description
Y Label		String	Y Axis	The label for y axis
X Label		String	X Axis	The label for x axis
Lines	✓	List	-
↳ Y Value	✓	String	-	Value for y axis
↳ X Value	✓	String	-	Value for x axis
↳ Line Mode	✓	line, dots, line with dots	line with dots
↳ Line Name		String	-
↳ Line Color		String	-	Must be a valid CSS color or hex color string

Output Ports

Port	Mode
0	Single Snapshot

1.11 - Pie Chart

Visualize data in a Pie Chart

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Input Properties

Property	Requirement	Type	Default	Description
Value Column	✓	String (integer, long, double)	-	The value associated with slice of pie
Name Column	✓	String	-	The name of the slice of pie

Output Ports

Port	Mode
0	Single Snapshot

1.12 - Range Slider

Visualize data in a Range Slider

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Input Properties

Property	Requirement	Type	Default	Description
Y-axis	✓	String	-	The name of the column to represent y-axis
X-axis	✓	String	-	The name of the column to represent the x-axis
Handle Duplicates		Nothing, Mean, Sum	NOTHING	How to handle duplicate values in y-axis

Output Ports

Port	Mode
0	Single Snapshot

1.13 - Sankey Diagram

Visualize data using a Sankey diagram

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Input Properties

Property	Requirement	Type	Default	Description
Source Attribute	✓	String	-	The source node of the Sankey diagram
Target Attribute	✓	String	-	The target node of the Sankey diagram
Value Attribute	✓	String	-	The value/volume of the flow between source and target

Output Ports

Port	Mode
0	Single Snapshot

1.14 - Scatter Plot

View the result in a scatterplot

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Input Properties

Property	Requirement	Type	Default	Description
X-Column	✓	String (integer, double)	-	X Column
Y-Column	✓	String (integer, double)	-	Y Column
Alpha Value		Double	1.0	Alpha (opacity) value from 0.0 (transparent) to 1.0 (opaque)
Color-Column		String	-	Dots will be assigned different colors based on their values of this column
log scale X		Boolean	false	Values in X-column is log-scaled
log scale Y		Boolean	false	Values in Y-column is log-scaled
Hover column		String	-	Column value to display when a dot is hovered over

Output Ports

Port	Mode
0	Single Snapshot

1.15 - Tables Plot

Visualize data in a table chart.

Home > Visualization > Basic

Input Properties

Property

Requirement

Type

Default

Description

Add Attribute

✓

List

-	List of columns to include in the table chart
↳ Attribute Name	✓	String	-

Output Ports

Port	Mode
0	Single Snapshot

1.16 - Time Series Plot

Visualize trends and patterns over time.

Home > Visualization > Basic

Input Properties

Property	Requirement	Type	Default	Description
Time Column	✓	String	-	The column containing time/date values (e.g., Date, Timestamp)
Value Column	✓	String	-	The numerical column to plot on the Y-axis (e.g., Sales, Temperature)
Category Column		String	No Selection	Optional - A categorical column to create separate lines
Facet Column		String	No Selection	Optional - A column to create separate subplots
Plot Type	✓	String	line	Select the type of time series plot (line, area)
Show Range Slider		Boolean	false	Display a range slider at the bottom of the plot

Output Ports

Port	Mode
0	Single Snapshot

2 - Statistical

Operators in the Statistical category

Home > Visualization > Statistical

Operators

Operator	Description
Box/Violin Plot	Visualize data using either a Box Plot or a Violin Plot. Box plots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots provide more detail by showing a smoothed density curve on each side, and also include a box plot inside for comparison.
Continuous Error Bands	Visualize error or uncertainty along a continuous line
Empirical Cumulative Distribution Plot	Visualize the empirical cumulative distribution of a numeric column.
Histogram	Visualize data in a Histogram Chart
Histogram2D	Displays a bivariate histogram as a density heatmap
Scatter Matrix Chart	Visualize datasets in a Scatter Matrix
Strip Chart	Visualize distribution of data points as a strip plot
Tree Plot	Visualize hierarchical data as a top-down, interactive, auto-sizing tree

Total: 8 operators

2.1 - Box/Violin Plot

Visualize data using either a Box Plot or a Violin Plot. Box plots are drawn as a box with a vertical line down the middle which is mean value, and has horizontal lines attached to each side (known as “whiskers”). Violin plots provide more detail by showing a smoothed density curve on each side, and also include a box plot inside for comparison.

Home > Visualization > Statistical

Input Properties

Property	Requirement	Type	Default	Description
Value Column	✓	String (integer, long, double)	-	Data column for box plot
Quartile Method	✓	linear, inclusive, exclusive	linear
Horizontal Orientation		Boolean	false	Orientation style
Violin Plot		Boolean	false	Check this box to overlay a violin plot on the box plot; otherwise, show only the box plot

Output Ports

Port	Mode
0	Single Snapshot

2.2 - Continuous Error Bands

Visualize error or uncertainty along a continuous line

Home > Visualization > Statistical

Input Properties

Property	Requirement	Type	Default	Description
X Label		String	X Axis	Label used for x axis
Y Label		String	Y Axis	Label used for y axis
Bands	✓	List	-
↳ Y-Axis Upper Bound	✓	String	-	Represents upper bound error of y-values
↳ Y-Axis Lower Bound	✓	String	-	Represents lower bound error of y-values
↳ Fill Color		String	-	Must be a valid CSS color or hex color string
↳ Y Value	✓	String	-	Value for y axis
↳ X Value	✓	String	-	Value for x axis
↳ Line Mode	✓	line, dots, line with dots	line with dots
↳ Line Name		String	-
↳ Line Color		String	-	Must be a valid CSS color or hex color string

Output Ports

Port	Mode
0	Single Snapshot

2.3 - Empirical Cumulative Distribution Plot

Visualize the empirical cumulative distribution of a numeric column.

Home > Visualization > Statistical

Input Properties

Property	Requirement	Type	Default	Description
Value Column	✓	String (integer, long, double)	-	Numeric column used to compute the empirical cumulative distribution
Color Column		String	-	Optional column for coloring ECDF lines by group
Separate By Column		String	-	Optional column for splitting ECDF plots into subplots
Y Axis Mode		String	probability	Display cumulative probability, raw count, or cumulative sum
CDF Mode		String	standard	‘standard’ shows P(X ≤ x), ‘reversed’ shows P(X ≥ x), ‘complementary’ shows 1 - P(X ≤ x)
Orientation		String	vertical	Plot ECDF vertically or horizontally
Show Markers		Boolean	false	Display sample markers on the ECDF line
Marginal Plot		String	none	Optional marginal plot to display alongside the ECDF

Output Ports

Port	Mode
0	Single Snapshot

2.4 - Histogram

Visualize data in a Histogram Chart

Home > Visualization > Statistical

Input Properties

Property	Requirement	Type	Default	Description
Color Column		String	-	Column for differentiating data by its value
SeparateBy Column		String	-	Column for separating histogram chart by its value
Distribution Type		String	-	Distribution type (rug, box, violin)
Pattern		String	-	Add texture to the chart based on an attribute
Value Column	✓	String	-	Column for counting values

Output Ports

Port	Mode
0	Single Snapshot

2.5 - Histogram2D

Displays a bivariate histogram as a density heatmap

Home > Visualization > Statistical

Input Properties

Property	Requirement	Type	Default	Description
X Column	✓	String	-	Numeric column for the X axis bins
Y Column	✓	String	-	Numeric column for the Y axis bins
X Bins	✓	Integer	10	Number of bins along the X axis (Default: 10)
Y Bins	✓	Integer	10	Number of bins along the Y axis (Default: 10)
Normalization		density, probability, percent	density	Type of histogram normalization

Output Ports

Port	Mode
0	Single Snapshot

2.6 - Scatter Matrix Chart

Visualize datasets in a Scatter Matrix

Home > Visualization > Statistical

Input Properties

Property	Requirement	Type	Default	Description
Selected Attributes	✓	List	-	The axes of each scatter plot in the matrix
Color Column	✓	String	-	Column to color points

Output Ports

Port	Mode
0	Single Snapshot

2.7 - Strip Chart

Visualize distribution of data points as a strip plot

Home > Visualization > Statistical

Input Properties

Property	Requirement	Type	Default	Description
X-Axis Column	✓	String	-	Column containing numeric values for the x-axis
Y-Axis Column	✓	String	-	Column containing categorical values for the y-axis
Color By		String	-	Optional - Color points by category
Facet Column		String	-	Optional - Create separate subplots for each category

Output Ports

Port	Mode
0	Single Snapshot

2.8 - Tree Plot

Visualize hierarchical data as a top-down, interactive, auto-sizing tree

Home > Visualization > Statistical

Input Properties

Property	Requirement	Type	Default	Description
Edge List Column	✓	String	-	Column with [parent, child] pairs

Output Ports

Port	Mode
0	Single Snapshot

3 - Scientific

Operators in the Scientific category