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 # IDEA
-use a time-series model to plot throughout the year and by week
+Use a time-series model to plot throughout the year and by week
 
 # conclusion
-the data for the date is completely inconsistent and shows no reasonable way to turn it back into a numerical date on top of it.
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+The data for the date is completely inconsistent (with respect to the dating) and shows no reasonable way to turn it back into a numerical date on top of it. The desired technique of this exploration was to use a time series model to leverage the yearly periodic nature. However, the dates cannot be unnormalized from their 0-1 normalization, and so this method is not possible and is therefore not feasible for the desired technique exploration, rendering this investigation null.