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Scientific

Operators in the Scientific category

1: Carpet Plot
2: Contour Plot
3: Dendrogram
4: Heatmap
5: Network Graph
6: Parallel Coordinates Plot
7: Polar Chart
8: Quiver Plot
9: Radar Chart
10: Radar Plot
11: Ternary Contour
12: Ternary Plot
13: Volcano Plot
14: Wind Rose Chart

Operators

Operator	Description
Carpet Plot	Visualize data in a Carpet Plot
Contour Plot	Displays terrain or gradient variations in a Contour Plot
Dendrogram	Visualize data in a Dendrogram
Heatmap	Visualize data in a HeatMap Chart
Network Graph	Visualize data in a network graph
Parallel Coordinates Plot	Visualize multivariate data using parallel coordinate axes
Polar Chart	Displays data points in a polar scatter plot
Quiver Plot	Visualize vector data in a Quiver Plot
Radar Chart	Visualize data in a Radar Chart
Radar Plot	View the result in a radar plot.
Ternary Contour	Shows how a measured value changes across all mixtures of three components that sum to a constant
Ternary Plot	Points are graphed on a Ternary Plot using 3 specified data fields
Volcano Plot	Displays statistical significance versus effect size
Wind Rose Chart	Displays wind distribution using a polar bar chart

Total: 14 operators

1 - Carpet Plot

Visualize data in a Carpet Plot

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
First Parameter Axis Column	✓	String	-	Column representing the first parameter axis (a)
Second Parameter Axis Column	✓	String	-	Column representing the second parameter axis (b)
Value Column	✓	String	-	Column representing the value at each (a, b) coordinate

Output Ports

Port	Mode
0	Single Snapshot

2 - Contour Plot

Displays terrain or gradient variations in a Contour Plot

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Grid Size		String	10	Grid resolution of the final image
Connect Gaps		Boolean	true	Automatically fill in the missing parts
x	✓	String	-	The column name of X-axis
y	✓	String	-	The column name of Y-axis
z	✓	String	-	The column name of color bar
Coloring Method		heatmap, lines, none	heatmap

Output Ports

Port	Mode
0	Single Snapshot

3 - Dendrogram

Visualize data in a Dendrogram

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Color Threshold		String	-	Value at which separation of clusters will be made
Value X Column	✓	String	-	The x values of points in dendrogram
Value Y Column	✓	String	-	The y value of points in dendrogram
Labels	✓	String	-	The label of points in dendrogram

Output Ports

Port	Mode
0	Single Snapshot

4 - Heatmap

Visualize data in a HeatMap Chart

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Value X Column	✓	String	-	The values along the x-axis
Value Y Column	✓	String	-	The values along the y-axis
Values	✓	String	-	The values of the heatmap

Output Ports

Port	Mode
0	Single Snapshot

5 - Network Graph

Visualize data in a network graph

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Source Column	✓	String	-	Source node for edge in graph
Destination Column	✓	String	-	Destination node for edge in graph
Title		String	Network Graph

Output Ports

Port	Mode
0	Single Snapshot

6 - Parallel Coordinates Plot

Visualize multivariate data using parallel coordinate axes

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Dimensions	✓	List	-	List of numeric columns to visualize as parallel axes (min: 1, At least one dimension is required)
Color Column		String	-	Column used to color or group the lines

Output Ports

Port	Mode
0	Single Snapshot

7 - Polar Chart

Displays data points in a polar scatter plot

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
r	✓	String	-	The column name for radial values (must be numeric)
theta	✓	String	-	The column name for angular values (must be numeric)

Output Ports

Port	Mode
0	Single Snapshot

8 - Quiver Plot

Visualize vector data in a Quiver Plot

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
x	✓	String	-	Column for the x-coordinate of the starting point
y	✓	String	-	Column for the y-coordinate of the starting point
u	✓	String	-	Column for the vector component in the x-direction
v	✓	String	-	Column for the vector component in the y-direction

Output Ports

Port	Mode
0	Single Snapshot

9 - Radar Chart

Visualize data in a Radar Chart

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Name Column	✓	String	-	Column containing entity names for each radar
Value Columns	✓	List	-	Columns containing numeric values for radar chart axes
Fill Opacity	✓	Double	0.5	Opacity value for radar chart fill from 0.0 (transparent) to 1.0 (opaque)

Output Ports

Port	Mode
0	Single Snapshot

10 - Radar Plot

View the result in a radar plot.

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Axes	✓	List	-	Numeric columns to use as radar axes
Trace Name Column		String	No Selection	Optional - Select a column to use for naming each radar trace
Trace Color Column		String	No Selection	Optional - Select a column to use for coloring each radar trace (note: if there are too many traces with distinct coloring values, colors may repeat)
Line Pattern	✓	solid, dash, dot	solid	Pattern of the lines connecting points on the radar plot
Max Normalize	✓	Boolean	true	Normalize radar plot values by scaling them relative to the maximum value on their respective axes
Fill Trace	✓	Boolean	true	Fill the area within each radar trace
Show Point Markers	✓	Boolean	true	Display point markers on the radar plot
Show Legend		Boolean	true	Display the legend (note: without the legend, you are unable to selectively hide or show traces in the plot)

Output Ports

Port	Mode
0	Single Snapshot

11 - Ternary Contour

Shows how a measured value changes across all mixtures of three components that sum to a constant

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Variable 1	✓	String	-	First variable data field
Variable 2	✓	String	-	Second variable data field
Variable 3	✓	String	-	Third variable data field
Measured Value	✓	String	-	Measured value data field

Output Ports

Port	Mode
0	Single Snapshot

12 - Ternary Plot

Points are graphed on a Ternary Plot using 3 specified data fields

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Variable 1	✓	String	-	First variable data field
Variable 2	✓	String	-	Second variable data field
Variable 3	✓	String	-	Third variable data field
Categorize by Color		Boolean	false	Optionally color points using a data field
Color Data Field		String	-	Specify the data field to color

Output Ports

Port	Mode
0	Single Snapshot

13 - Volcano Plot

Displays statistical significance versus effect size

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Effect Size (log2 Fold Change)	✓	String	-	Select the column representing the effect size or magnitude of change between two experimental groups. This value is typically a log2 fold change and is used for the x-axis of the volcano plot
P-Value Column	✓	String	-	Select the column representing the p-value associated with the statistical test for each feature. This value is transformed using -log10(p-value) and plotted on the y-axis to indicate statistical significance

Output Ports

Port	Mode
0	Single Snapshot

14 - Wind Rose Chart

Displays wind distribution using a polar bar chart

Home > Visualization > Scientific

Input Properties

Property	Requirement	Type	Default	Description
Radial Values (r)	✓	String	-	Numeric values representing magnitude (e.g., frequency)
Angular Values (θ)	✓	String	-	Direction or angle categories (e.g., N, NE, E)
Color Group		String	-	Optional grouping column (e.g., wind strength)

Output Ports

Port	Mode
0	Single Snapshot