Introduction
In this lab, we will learn how to use the clip()
method in the Pandas library to trim values in a DataFrame. The clip()
method allows us to set upper and lower thresholds and assign values outside the boundaries to the boundary values. This can be useful when we want to limit the range of values in our DataFrame.
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
%%%%{init: {'theme':'neutral'}}%%%%
flowchart RL
python(("`Python`")) -.-> python/BasicConceptsGroup(["`Basic Concepts`"])
python(("`Python`")) -.-> python/FileHandlingGroup(["`File Handling`"])
python(("`Python`")) -.-> python/DataStructuresGroup(["`Data Structures`"])
python(("`Python`")) -.-> python/ModulesandPackagesGroup(["`Modules and Packages`"])
python(("`Python`")) -.-> python/DataScienceandMachineLearningGroup(["`Data Science and Machine Learning`"])
python(("`Python`")) -.-> python/FunctionsGroup(["`Functions`"])
python/BasicConceptsGroup -.-> python/comments("`Comments`")
python/FileHandlingGroup -.-> python/with_statement("`Using with Statement`")
python/DataStructuresGroup -.-> python/lists("`Lists`")
python/DataStructuresGroup -.-> python/tuples("`Tuples`")
python/DataStructuresGroup -.-> python/dictionaries("`Dictionaries`")
python/ModulesandPackagesGroup -.-> python/importing_modules("`Importing Modules`")
python/DataScienceandMachineLearningGroup -.-> python/numerical_computing("`Numerical Computing`")
python/DataScienceandMachineLearningGroup -.-> python/data_analysis("`Data Analysis`")
python/FunctionsGroup -.-> python/build_in_functions("`Build-in Functions`")
subgraph Lab Skills
python/comments -.-> lab-68593{{"`Pandas DataFrame Clip Method`"}}
python/with_statement -.-> lab-68593{{"`Pandas DataFrame Clip Method`"}}
python/lists -.-> lab-68593{{"`Pandas DataFrame Clip Method`"}}
python/tuples -.-> lab-68593{{"`Pandas DataFrame Clip Method`"}}
python/dictionaries -.-> lab-68593{{"`Pandas DataFrame Clip Method`"}}
python/importing_modules -.-> lab-68593{{"`Pandas DataFrame Clip Method`"}}
python/numerical_computing -.-> lab-68593{{"`Pandas DataFrame Clip Method`"}}
python/data_analysis -.-> lab-68593{{"`Pandas DataFrame Clip Method`"}}
python/build_in_functions -.-> lab-68593{{"`Pandas DataFrame Clip Method`"}}
end