Introduction
In this lab, you will learn how to use the agg()
method in the pandas library for aggregating data in a DataFrame. This method allows you to perform one or more operations on a specified axis, such as rows or columns, and returns a scalar, Series, or DataFrame based on the chosen function.
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/FileHandlingGroup(["`File Handling`"])
pandas(("`Pandas`")) -.-> pandas/DataSelectionGroup(["`Data Selection`"])
pandas(("`Pandas`")) -.-> pandas/DataAnalysisGroup(["`Data Analysis`"])
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/FileHandlingGroup -.-> python/with_statement("`Using with Statement`")
pandas/DataSelectionGroup -.-> pandas/select_columns("`Select Columns`")
pandas/DataSelectionGroup -.-> pandas/conditional_selection("`Conditional Selection`")
pandas/DataAnalysisGroup -.-> pandas/data_aggregation("`Data Aggregation`")
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/with_statement -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
pandas/select_columns -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
pandas/conditional_selection -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
pandas/data_aggregation -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
python/lists -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
python/tuples -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
python/dictionaries -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
python/importing_modules -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
python/numerical_computing -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
python/data_analysis -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
python/build_in_functions -.-> lab-68578{{"`Pandas DataFrame Agg Method`"}}
end