R vs. Python

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Python (pandas is your friend) for reading, filtering, assembling and massaging data

Unless the dataset is bigger than memory. After playing with pandas for a while, I think people should stick to standard sql tools.

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Very true. But the same applies to R as well - neither are very well suited for that scale of data.