Introduction
In this lab, we will learn how to use Matplotlib to create visualizations in Python. Matplotlib is a powerful library for data visualization and is commonly used to create plots, charts, and graphs. We will explore the different types of plots available in Matplotlib and learn how to customize them to create professional-looking visualizations.
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
python(("`Python`")) -.-> python/BasicConceptsGroup(["`Basic Concepts`"])
matplotlib(("`Matplotlib`")) -.-> matplotlib/BasicConceptsGroup(["`Basic Concepts`"])
matplotlib(("`Matplotlib`")) -.-> matplotlib/PlottingDataGroup(["`Plotting Data`"])
matplotlib(("`Matplotlib`")) -.-> matplotlib/PlotCustomizationGroup(["`Plot Customization`"])
python(("`Python`")) -.-> python/DataStructuresGroup(["`Data Structures`"])
python(("`Python`")) -.-> python/ModulesandPackagesGroup(["`Modules and Packages`"])
python(("`Python`")) -.-> python/PythonStandardLibraryGroup(["`Python Standard Library`"])
python(("`Python`")) -.-> python/DataScienceandMachineLearningGroup(["`Data Science and Machine Learning`"])
python/BasicConceptsGroup -.-> python/comments("`Comments`")
matplotlib/BasicConceptsGroup -.-> matplotlib/importing_matplotlib("`Importing Matplotlib`")
matplotlib/BasicConceptsGroup -.-> matplotlib/figures_axes("`Understanding Figures and Axes`")
matplotlib/PlottingDataGroup -.-> matplotlib/line_plots("`Line Plots`")
matplotlib/PlottingDataGroup -.-> matplotlib/scatter_plots("`Scatter Plots`")
matplotlib/PlottingDataGroup -.-> matplotlib/bar_charts("`Bar Charts`")
matplotlib/PlotCustomizationGroup -.-> matplotlib/line_styles_colors("`Customizing Line Styles and Colors`")
matplotlib/PlotCustomizationGroup -.-> matplotlib/titles_labels("`Adding Titles and Labels`")
python/DataStructuresGroup -.-> python/lists("`Lists`")
python/DataStructuresGroup -.-> python/tuples("`Tuples`")
python/ModulesandPackagesGroup -.-> python/importing_modules("`Importing Modules`")
python/ModulesandPackagesGroup -.-> python/standard_libraries("`Common Standard Libraries`")
python/PythonStandardLibraryGroup -.-> python/math_random("`Math and Random`")
python/DataScienceandMachineLearningGroup -.-> python/numerical_computing("`Numerical Computing`")
python/DataScienceandMachineLearningGroup -.-> python/data_visualization("`Data Visualization`")
subgraph Lab Skills
python/comments -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
matplotlib/importing_matplotlib -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
matplotlib/figures_axes -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
matplotlib/line_plots -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
matplotlib/scatter_plots -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
matplotlib/bar_charts -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
matplotlib/line_styles_colors -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
matplotlib/titles_labels -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
python/lists -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
python/tuples -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
python/importing_modules -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
python/standard_libraries -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
python/math_random -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
python/numerical_computing -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
python/data_visualization -.-> lab-48780{{"`Customizing Matplotlib Visualizations in Python`"}}
end