moindalvs / learn_visualization_on_matplotlib

Matplotlib The Figure is the overall window or page that everything is drawn on. It’s the top-level component of all. To the figure you add Axes. The Axes is the area on which the data is plotted. A figure can have multiple axes. Note: when you see, for example, plt.xlim, you’ll call ax.set_xlim() behind the covers. All methods of an Axes object exist as a function in the pyplot module and vice versa. Mostly, you’ll use the functions of the pyplot module because they’re much cleaner, at least for simple plots!

Learn_Visualization_on_Matplotlib

Matplotlib

• The Figure is the overall window or page that everything is drawn on.
• It’s the top-level component of all. To the figure you add Axes.
• The Axes is the area on which the data is plotted.
• A figure can have multiple axes. Note: when you see, for example, plt.xlim, you’ll call ax.set_xlim() behind the covers.
• All methods of an Axes object exist as a function in the pyplot module and vice versa. Mostly, you’ll use the functions of the pyplot module because they’re much cleaner, at least for simple plots!

Method I

Method II

• When you want to control individual elements
• Example
• ax.set_xlabel('Some Label', size=25)
• Using the pyplot methods

Sub Plots

Categorical Vs Numeric

• Bar Chart
• Horizontal Bar Chart
• Pie Chart

Input Data: Univariate (1D Series)

• Histogram
• BoxPlot

Input Data: Bivariate (2D Series)