Advanced Network Analysis to Explore and understand your data.
Explore your data using network analysis to understand the relationships between the features. This approach will provide insights in the multicollinearity of the data set.
Understanding your data is an important step in data science. However, if you don’t make any assumptions about the data, it can become a time-consuming and challenging step. It is easy to neglect this step and jump too soon into the water. Understanding the multicollinearity in the data set can make the difference between an unsuccessful project or finishing successfully!
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