Plotly: Visualize addressess on the geographical map with gradient colors

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Sample dataset I have looks like this:

ID Neighborhood Rate (%)
1 Upper Manhattan 2
2 Marble Hill 14
3 Hamilton Heights 8
4 ... ...

I need to visualize df['Neigboorhood'] column with scaled colors that are given based on df['Rate (%)'] column

I expect it to look like this:

enter image description here

Based on my research on the web, I can create such map, but for this i need to convert Neighborhood column to geospatial format. However, i have no aptitudes and longitudes given. How can I achieve this chart?

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