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slsturrock OP t1_j0xbkow wrote

Reply to comment by imma_go_take_a_nap in [OC] My daily minutes of exercise from 2017 to 2022, before (red) and during (blue) the COVID-19 pandemic, using Apple Watch data (analyzed in R) by slsturrock

Ya just the default loess via geom_smooth in ggplot. I'd like to take some time to model it more intentionally, but I wanted to start by seeing what trends emerged without imposing any restrictions.

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imma_go_take_a_nap t1_j0z5vjk wrote

That makes sense. It would be interesting to change the X axis to Julian day (values 1 to 365) and then plot the data by year. That would expose seasonal differences and trends between years. And you could manually indicate annual means with tick marks on the Y axis.

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