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"Open in Chart Studio" in Colab Notebook

I have in the path generated plotly graphs using JS (presumably with plotly.js).
I am now on another project, which this time uses Python (with pandas) and Jupyter Notebook (or rather Google Colab notebooks).
Using something like

import plotly.graph_objects as go
fig = go.Figure( go.Scatter(x=df['frameNum'], y=df['vmaf'] ) )

is great and gives me instant results. However, on thing I am missing is the hover icon that allows me to open these generated graphs in Chart Studio (which is great for additional tampering).
Is there a way to add that icon?

I understand from that it should be feasible, but even when I !pip install chart-studio at the start of my colab script, I don’t see that icon. Is there an additional step required?

Answering my own question.
Check much more detailed documentation at, which explains the principles in detail, and works in notebooks as well