Visualizations Sankey
Node and link colors
The color scheme can be set to one of many beautiful presets, or even a customized by supplying a list of colors (HEX, RGB, etc.). Overrides also allow colouring specific nodes.
Sample data
Let's import PlotAPI and load our sample data.
from plotapi import Sankey
links = [
{"source":"Group A", "target":"Rank 1", "value": 1000},
{"source":"Group B", "target":"Rank 1", "value": 300},
{"source":"Group B", "target":"Rank 2", "value": 600},
{"source":"Group B", "target":"Rank 3", "value": 400},
{"source":"Rank 1", "target":"Club A", "value": 700},
{"source":"Rank 1", "target":"Club B", "value": 400},
{"source":"Rank 1", "target":"Club C", "value": 200},
{"source":"Rank 2", "target":"Club B", "value": 200},
{"source":"Rank 2", "target":"Club C", "value": 400},
{"source":"Rank 3", "target":"Withdrawn", "value": 400},
{"source":"Club A", "target":"The Most Amazing Prize", "value": 500},
]
Demonstration
Setting color schemes
To specify node and link colors, we can set the colors
parameter to one of the following:
- A list of color strings, e.g.
["#264653","#2a9d8f","#e9c46a","#f4a261","#e76f51"]
. If there are fewer colors than there are categories, PlotAPI Sankey will loop round the colors. - The name of a color scheme from one of the many beautuful presets.
The default color scheme is "rainbow". Let's try a few different color schemes.
Sankey(links, colors="cool").show()
Sankey(links, colors="red_yellow_blue").show_png()
Sankey(links, colors=["#B8D0EB", "cyan", "rgb(111,45,189)"]).show_png()
Overriding specific node colors
We can override specific node colours by constructing and supplying the following data structure. The name
corresponds to either a source
or target
string from the links
data structure, and the colour can be a HEX colour code or string alias.
nodes = [
{"name": "Rank 1", "color": "red"}
]
Finally, all we need to do is pass in the nodes
parameter.
Sankey(links, nodes=nodes, colors=["LightSlateGrey", "DarkSlateGrey"]).show_png()
Color presets
Take advantage of one of our color presets by passing in its name to the color
parameter. Choose from one of the following:
['monsters', 'league', 'movies', 'category10', 'accent', 'dark2', 'paired', 'pastel1', 'pastel2', 'set1', 'set2', 'set3', 'tableau10', 'rainbow', 'sinebow', 'yellow_red', 'yellow_brown', 'yellow_green', 'yellow_blue', 'red_purple', 'purple_red', 'purple_blue', 'orange_red', 'green_blue', 'blue_purple', 'blue_green', 'cubehelix', 'cool', 'warm', 'cividis', 'plasma', 'magma', 'inferno', 'viridis', 'turbo', 'brown_green', 'purple_green', 'pink_green', 'red_blue', 'red_grey', 'red_yellow_blue', 'red_yellow_green', 'spectral', 'blues', 'greens', 'greys', 'oranges', 'purples', 'reds']