3 Best (Frequently Better) Histogram Alternatives
Most likely, when you initially start out as a data scientist, you will utilize histograms as your first plot. They are logical and simple graphs to comprehend the distributional shapes.
Histograms, on the other hand, are not exactly rosy as you travel along your path. The height of each bin in a histogram indicates the number of points in that bin, and histograms divide values into intervals known as bins. Think of this illustration:
We can now observe that the distribution is not as smooth as it first appears to be. With 40 bins, you can see little peaks at 40, 62, 68, and 80. Therefore, the quantity of bins may potentially hide crucial information about our distribution.
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