[Python] Plotly express histogram custom bin size

I have a data frame with products and their variances that I want to plot as a histogram:

import pandas as pd
data = {'product_name': ['link', 'zelda', 'impa', 'rauru', 'saria', 'darunia'], 'variance': [0.95, -0.85, 0.3, 0.2, 0.03, 0.02]}
df = pd.DataFrame(data)


I can use plotly to create a histogram:

px.histogram(df, 'variance')




But I want to create five bins, with custom start and ends (like in the graph below) rather than what plotly defaults to. This seems weirdly difficult to do using plotly express - is there a way to customize the bin sizes at all?



Thanks

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