I want to visualize the transfer status of the 2020 J League, what should I do?

Motivation

About the sankey diagram

The Sankey diagram is a diagram that represents the flow rate between processes. The thickness of the arrow indicates the amount of flow. In particular, it is used to represent the displacement of energy, supplies, expenses, etc.

[Source: Free encyclopedia "Wikipedia"](https://ja.wikipedia.org/wiki/%E3%82%B5%E3%83%B3%E3%82%AD%E3%83%BC_ % E3% 83% 80% E3% 82% A4% E3% 82% A2% E3% 82% B0% E3% 83% A9% E3% 83% A0)

I don't understand the original matplotlib at all, and plotly is very beautiful but I don't understand at all. Try with the simplest demo: Exporting Images.ipynb!

Copying sutras

sankey.py


from ipysankeywidget import SankeyWidget
from ipywidgets import Layout
$ jupyter labextension install jupyter-sankey-widget @jupyter-widgets/jupyterlab-manager

And register the extension.

sankey.py


links = [
    {'source': 'start', 'target': 'A', 'value': 2},
    {'source': 'A', 'target': 'B', 'value': 2},
    {'source': 'C', 'target': 'A', 'value': 2},
    {'source': 'A', 'target': 'C', 'value': 2},
]

Since this is the data part, replace it with the transfer dummy data.

sankey.py


links = [
    {'source': 'Hokkaido_in', 'target': 'overseas_out', 'value': 1},
    {'source': 'Hokkaido_in', 'target': 'J2_out', 'value': 1},
    {'source': 'Hokkaido_in', 'target': 'University_out', 'value': 3},
    {'source': 'Shonan_in', 'target': 'Hokkaido_out', 'value': 1},
    {'source': 'J3_in', 'target': 'Hokkaido_out', 'value': 1},
]

sankey.py


layout = Layout(width="600", height="400")
sankey = SankeyWidget(links=links, layout=layout)
sankey.auto_save_png('./img/test.png')

The size of the output image is 600 pixels wide and 400 pixels high and is saved in PNG format. sample_sapporo.png

Needless to say, I was able to express the flow of 5 players who joined and 2 players who transferred. (Look at it, but it seems that you can express the flow for the time being)

Summary

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