Computing for Data Science and Statistics STAT679
STAT679 Computing for Data Science
and Statistics
Lecture 10: matplotlib
Plotting with matplotlib
matplotlib is a plotting library for use in Python Similar to R's ggplot2 and MATLAB's plotting functions For MATLAB fans, matplotlib.pyplot implements MATLAB-like plotting:
Sample plots with code:
Basic plotting: matplotlib.pyplot.plot
matplotlib.pyplot.plot(x,y) plots y as a function of x.
matplotlib.pyplot(t) sets x-axis to np.arange(len(t))
Basic plotting: matplotlib.pyplot.plot
Jupyter "magic" command to make images appear in-line.
Reminder: Python `_' is a placeholder, similar to MATLAB `~'. Tells Python to treat this like variable assignment, but don't store result anywhere.
Customizing plots
Second argument to pyplot.plot specifies line type, line color, and marker type.
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