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Home » Quiz » Exploratory Data Analysis Quiz

The process of 'binning' to handle outliers involves grouping data into ________.

Difficulty level
  • Bins
  • Deciles
  • Percentiles
  • Quartiles
In the process of binning, the data is grouped into 'bins', and the outliers are replaced with summary statistics like mean, median, or mode.
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Exploratory Data Analysis Quiz
Quiz
You're analyzing a data set and observe a point that significantly deviates from the overall pattern of the data. What role does this point play in your analysis?
Which type of graph would be most suitable for showing the relationship between two variables?

Related Quiz

  • Which type of data can take on any value within a certain range?
  • In which kind of scenario is the Poisson Distribution typically used?
  • A data analyst needs to demonstrate the occurrence of outliers in a dataset using a plot. Which plot type would you recommend and why?
  • What are the key factors to consider when choosing the right graph for your data?
  • The 'style' and 'context' functions in Seaborn are used to set the ___________ of the plots.

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