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'Large data' refers to situations where the number of observations (data points) is so large that it necessitates changes in the way the data analyst thinks about or conducts the analysis. (Not to be confused with 'high dimensionality'.)
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Duplicated Rows in Mixed Data Type Clustering
I have a dataset which has ~200k rows and looks like the following -
id - ids which are unique
col1 - categorical with 3 levels
col2 - categorical with 5 levels
col3 - numerical
col4 - categorical w …