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Plotly Annotated Heatmap Colorscale (DASH)

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Hi all,
Using the ff.annotated heatmap in DASH.

Does anyone know how to make a custom colorscale so the negative numbers in their heatmap are Red and the positive ones are green? and maybe even put the numbers close to 0 at yellow?

Thank you

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