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Warning: I don't have any experience with Twitter API so I don't know if there are any specific limitations. In general with big data, assuming the goal is to apply a repetitive process, it's preferable to split the data into small chunks so that the process can be distributed on multiple cores, ideally using a computing cluster. However in my experience ...

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