What are some examples of data processing methods?
An example of an AI chatbot conversation about data processing methods and their applications.
What are some examples of data processing methods?
Data processing methods include data cleaning, transformation, aggregation, and analysis. Would you like details on any specific method?
Can you explain data cleaning?
Data cleaning involves removing or correcting inaccurate records from a dataset to improve its quality. This can include handling missing values, correcting typos, and removing duplicates.
What about data transformation?
Data transformation is the process of converting data from one format or structure into another. This can involve normalization, encoding categorical variables, or aggregating data.
How is data aggregation different?
Data aggregation summarizes data from multiple sources or records into a single dataset, often for analysis or reporting purposes.
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