Introduction
In data visualization, it is crucial to have clear and readable plots. However, creating multiple subplots can make it difficult to avoid overlaps between axes objects and labels. In such cases, we can use a feature called constrained layout in Matplotlib, which automatically resizes subplots to prevent overlaps between axes objects and labels.
VM Tips
After the VM startup is done, click the top left corner to switch to the Notebook tab to access Jupyter Notebook for practice.
Sometimes, you may need to wait a few seconds for Jupyter Notebook to finish loading. The validation of operations cannot be automated because of limitations in Jupyter Notebook.
If you face issues during learning, feel free to ask Labby. Provide feedback after the session, and we will promptly resolve the problem for you.
Skills Graph
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flowchart RL
matplotlib(("`Matplotlib`")) -.-> matplotlib/BasicConceptsGroup(["`Basic Concepts`"])
matplotlib(("`Matplotlib`")) -.-> matplotlib/PlottingDataGroup(["`Plotting Data`"])
python(("`Python`")) -.-> python/ControlFlowGroup(["`Control Flow`"])
python(("`Python`")) -.-> python/DataStructuresGroup(["`Data Structures`"])
python(("`Python`")) -.-> python/FunctionsGroup(["`Functions`"])
python(("`Python`")) -.-> python/ModulesandPackagesGroup(["`Modules and Packages`"])
python(("`Python`")) -.-> python/DataScienceandMachineLearningGroup(["`Data Science and Machine Learning`"])
matplotlib/BasicConceptsGroup -.-> matplotlib/importing_matplotlib("`Importing Matplotlib`")
matplotlib/BasicConceptsGroup -.-> matplotlib/figures_axes("`Understanding Figures and Axes`")
matplotlib/PlottingDataGroup -.-> matplotlib/line_plots("`Line Plots`")
python/ControlFlowGroup -.-> python/for_loops("`For Loops`")
python/DataStructuresGroup -.-> python/lists("`Lists`")
python/DataStructuresGroup -.-> python/tuples("`Tuples`")
python/FunctionsGroup -.-> python/function_definition("`Function Definition`")
python/ModulesandPackagesGroup -.-> python/importing_modules("`Importing Modules`")
python/DataScienceandMachineLearningGroup -.-> python/data_visualization("`Data Visualization`")
python/FunctionsGroup -.-> python/build_in_functions("`Build-in Functions`")
subgraph Lab Skills
matplotlib/importing_matplotlib -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
matplotlib/figures_axes -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
matplotlib/line_plots -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
python/for_loops -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
python/lists -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
python/tuples -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
python/function_definition -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
python/importing_modules -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
python/data_visualization -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
python/build_in_functions -.-> lab-48671{{"`Resizing Axes With Constrained Layout`"}}
end