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I was trying to analyze data for 2017 and I used data feed to get all data. It was a daily view. My question is there any way I can read that big .tsv file or is there any other format I can download the data?
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Data feeds are really the only way to get true hit-level data.
What is it that you're trying to accomplish with this data? Perhaps a different Analytics capability is better fit for what you're trying to do.
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