Introduction
This step-by-step lab will guide you through using Python's Matplotlib library to create visualizations. Matplotlib is a data visualization library that allows users to create a wide range of visualizations, including line plots, scatter plots, and histograms. In this lab, we will create a simple scatter plot using Matplotlib.
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`"])
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/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`")
python/ControlFlowGroup -.-> python/for_loops("`For Loops`")
python/DataStructuresGroup -.-> python/tuples("`Tuples`")
python/FunctionsGroup -.-> python/function_definition("`Function Definition`")
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-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
matplotlib/importing_matplotlib -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
matplotlib/figures_axes -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
matplotlib/line_plots -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
python/for_loops -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
python/tuples -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
python/function_definition -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
python/importing_modules -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
python/standard_libraries -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
python/math_random -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
python/numerical_computing -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
python/data_visualization -.-> lab-48633{{"`Python Matplotlib Scatter Plot Creation`"}}
end