Create clusters of data points having similar relationships in two columns

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The link given has a dataset with attributes village_code and delta_progress. delta_progress are nothing but slopes after plotting graphs. I want to create clusters of village_code based on these delta_progress and total_progress columns; by using Python.

Link to access the data

village_code delta_progress total_progress
51556 3.0569823567654 75053.8434034655
51641 0.5296277122346 23443.059126711

All village_code having similar relations in delta_progress and total_progress should be in the same cluster. I want to plot it like the following Plotly scatter plot or something better if you have...

Plotly Clustering

link to the Plotly Clustering

Thank you...

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