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viridis is a colormap in matplotlib. Colormaps are used to map data values to colors in a visualization. The viridis colormap is known for its perceptually uniform and visually appealing color progression, making it a good choice for representing numerical data.
In this example, the cmap='viridis' parameter in the scatter function specifies that the viridis colormap should be used to map the y values to colors. The colorbar function adds a colorbar to the plot to provide a reference for the color mapping.
when you call np.linspace(0, 10, 100), you're asking NumPy to generate an array of 100 numbers that are evenly spaced between 0 and 10. This is often used in creating a range of values for plotting or other numerical computations.