What are some effective tools for data sanitization?
There are several effective tools for data sanitization, including OpenRefine, Trifacta, and Talend. These tools help clean and transform data.
Can you explain how OpenRefine works?
OpenRefine is a powerful tool that allows you to explore and clean messy data. You can use it to filter, transform, and enrich your datasets.
Are there any open-source options available?
Yes, OpenRefine is open-source, and there are other options like Pandas in Python, which is great for data manipulation and cleaning.
What should I consider when choosing a data sanitization tool?
Consider factors like ease of use, integration capabilities, scalability, and the specific data types you need to sanitize.
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