How can I manipulate a DataFrame in Pandas?
An example of an AI chatbot conversation about manipulating DataFrames using Pandas.
How can I manipulate a DataFrame in Pandas?
You can manipulate a DataFrame in Pandas using various methods like filtering, grouping, and merging. What specific manipulation do you need help with?
I want to filter rows based on a condition.
You can use the loc method to filter rows. For example, df.loc[df['column_name'] > value] will return rows where the condition is true.
How do I add a new column to the DataFrame?
You can add a new column by assigning a value or a list to a new column name, like this: df['new_column'] = value.
Can I merge two DataFrames?
Yes, you can merge two DataFrames using the merge() function. For example, pd.merge(df1, df2, on='key_column').
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