How can I use Python for data transformation?
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How can I use Python for data transformation?
You can use libraries like Pandas and NumPy for data transformation in Python. They provide powerful tools for data manipulation.
Can you give me an example of transforming a dataset using Pandas?
Sure! You can use the pd.DataFrame to create a DataFrame and then use methods like drop(), fillna(), or groupby() to transform your data.
What are some common data transformation techniques?
Common techniques include normalization, aggregation, filtering, and pivoting data. Each serves different purposes depending on your analysis needs.
How do I handle missing values in my dataset?
You can handle missing values by using methods like fillna() to replace them or dropna() to remove rows with missing values.
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