How do you ensure that the generated data sets for X and Y are related when using the multivariate normal function?
Data Analytics using Python Visualizations - Plotting 2D Histograms
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Information Technology (IT), Architecture, Social Studies
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University
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Hard
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The video tutorial explains the concept of two-dimensional histograms, comparing them with univariate histograms. It covers the role of bins in histograms, how to plot 2D histograms using X and Y axes, and how to represent density using color scales. The tutorial also demonstrates generating sample data using Numpy and introduces hexagonal bins as an alternative visualization method.
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4 questions
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1.
OPEN ENDED QUESTION
3 mins • 1 pt
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2.
OPEN ENDED QUESTION
3 mins • 1 pt
What are the key steps to create a two-dimensional histogram using Python?
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3.
OPEN ENDED QUESTION
3 mins • 1 pt
What is the process of transposing the output when generating X and Y values?
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4.
OPEN ENDED QUESTION
3 mins • 1 pt
Discuss the alternative representation of bins using hexagonal shapes in two-dimensional histograms.
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