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create tool to group and order lists of variables #20

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colarusso opened this issue Nov 18, 2021 · 1 comment
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create tool to group and order lists of variables #20

colarusso opened this issue Nov 18, 2021 · 1 comment
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enhancement New feature or request ML-ish

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@colarusso
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Given a list of variable names (mix of standard and nonstandard) return a list of lists where each internal list corresponds to a screen (maybe this should be a dictionary)...

My thinking is that we reCase() the variable names, vectorize them, and then cluster the results. See e.g., https://machinelearningmastery.com/clustering-algorithms-with-python/

@colarusso colarusso added enhancement New feature or request ML-ish labels Nov 18, 2021
@colarusso
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I made a quick and dirty tool. Different clustering algos may work better and it may be that a rules-based approach is best in the end, but you can find it here: https://github.com/SuffolkLITLab/form-explorer/blob/main/101%20Cluster%20Screens.ipynb

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