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What is Premium's Food Analysis & Insights exactly?

Hello there,

I've been using the free app on Android for about 2 years. I'm thinking of upgrading to the Premium subscription but have a couple of questions.
1. What does the Food Analysis and Insights feature really do? Are there screenshots, sample reports, or something that will tell me this?
2. If I upgrade today, will the Analysis include my data from the past 2 years?
Thanks!

(I couldn't find this information in the description of Premium or on the message boards.)

Dave

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