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Home » Quiz » Exploratory Data Analysis Quiz

When we use Min-Max scaling, the transformed data will fall into the range of ____ to ____.

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  • 0 to 1
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In Min-Max scaling, the transformed data will fall into the range of 0 to 1. This is because Min-Max scaling subtracts the minimum value from each data point and then divides by the range of the data (maximum - minimum).
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Exploratory Data Analysis Quiz
Quiz
During your EDA process, you identify several outliers in your dataset. How does this finding impact your subsequent steps in data analysis?
The method of transforming data to handle outliers often involves applying a ________ to the data.

Related Quiz

  • You're visualizing a bivariate data set using a scatter plot and notice an isolated group of points far from the main concentration of data. How would you categorize these points?
  • You have built a model for credit risk assessment with 100 features. Upon evaluation, you find that only 20 features have significant predictive power. How would you proceed?
  • The removal of outliers can lead to a reduction in the ________ of the data set.
  • The kernel in a kernel density plot is a _____ function.
  • In data analysis, EDA stands for _______.

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