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Filter out provisional data #206

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Mar 2, 2023
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@lekoenig lekoenig commented Mar 2, 2023

This PR omits provisional data from the DO data that is used for model training. Two new targets are added to subset the data downloaded from NWIS (p2_daily_data_filtered and p2_inst_data_filtered). I also updated downstream viz targets to use the new filtered data targets.

@jsadler2 We can either merge this or not. In practice, by updating latest_date to 2021-10-01 and with our current group of sites, the subset data are not different from the downloaded data because there are no provisional records. So these changes really just serve to codify our decision to not use provisional records in the code base. ⚠️ All targets downstream of p2_daily_combined would rebuild, which includes most if not all data prep targets.

@lekoenig lekoenig requested a review from jsadler2 March 2, 2023 15:56
@lekoenig lekoenig linked an issue Mar 2, 2023 that may be closed by this pull request
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This looks good to me. I think it will be good to have this codified. Thanks, @lekoenig!

@jsadler2 jsadler2 merged commit c1bcc88 into USGS-R:main Mar 2, 2023
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Use provisional NWIS data?
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