Introduction
This is a step-by-step lab that demonstrates how to handle date precision and epochs in Matplotlib. Matplotlib can work with .datetime
objects and numpy.datetime64
objects using a unit converter that recognizes these dates and converts them to floating point numbers. Before Matplotlib 3.3, the default for this conversion returns a float that was days since "0000-12-31T00:00:00". As of Matplotlib 3.3, the default is days from "1970-01-01T00:00:00". This allows more resolution for modern dates.
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/ModulesandPackagesGroup(["`Modules and Packages`"])
python(("`Python`")) -.-> python/PythonStandardLibraryGroup(["`Python Standard Library`"])
python(("`Python`")) -.-> python/DataScienceandMachineLearningGroup(["`Data Science and Machine Learning`"])
python(("`Python`")) -.-> python/FunctionsGroup(["`Functions`"])
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/ControlFlowGroup -.-> python/list_comprehensions("`List Comprehensions`")
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/date_time("`Date and Time`")
python/DataScienceandMachineLearningGroup -.-> python/numerical_computing("`Numerical Computing`")
python/DataScienceandMachineLearningGroup -.-> python/data_visualization("`Data Visualization`")
python/FunctionsGroup -.-> python/build_in_functions("`Build-in Functions`")
subgraph Lab Skills
matplotlib/importing_matplotlib -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
matplotlib/figures_axes -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
matplotlib/line_plots -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/for_loops -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/list_comprehensions -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/lists -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/tuples -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/importing_modules -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/standard_libraries -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/date_time -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/numerical_computing -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/data_visualization -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
python/build_in_functions -.-> lab-48655{{"`Matplotlib Date Precision and Epochs`"}}
end