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Notes for meeting 3/21/2024
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pddoze committed Mar 22, 2024
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Expand Up @@ -26,3 +26,41 @@ to do: put the website for the data on the slack channel
put the meeting notes on the github
complete assignment 1 (check out the KPI's of past projects, on google doc)



3/21/2024
Directions we want to try to move in:
Taking a closer look at the nans in our data (so far the nan treatment is ok).
-Is there a pattern (seasonality) in the nans?
-Check the other info available that come with the nans

Organize the data by latitute and longtitude instead of by state/regions:
-Looking for blooms along certain latitudes (may imply temp differences)
-Check on ditribution of the type of algae/blooms (state/region/lat-long)


Frequency of the blooms:
-For a baseline we can see if there are seasonal patterns and can just use the average over the years
-Since we're looking at timeseries data can look at seasonality
-Consider the 'time resolution' of the data'
-Look at the duration of the blooms
-Look at frequency of the measurements in the same location



Group Tasks:
We might want to use jupytext if we are going to be doing pull requests.
Jupytext creates py files where it is easy to see diff changes in github.

Looking at spatial concentrations of blooms is easy in tableau. Nathan is going to look into this.

As a group we decided to just work with forks for now and leave branches alone.

Next meeting same time in two weeks with the mentor
Thursday 8:30pm EDT
Not sure if this is set in stone. In the future 9:00pm is probably better for some members,
we'll have to decide.

To Do:
Individually do some EDA and compare notes sometime next week

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