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kaitlyngaynor / hopland-hunting

Exploration of Hopland hunter GPS data
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Explore hunter efficiency #42

Closed kaitlyngaynor closed 1 year ago

kaitlyngaynor commented 1 year ago

Does time-to-harvest vary across the three hunting modes?

kaitlyngaynor commented 1 year ago

It appears that drivers have more success at the end of the day. Not sure if that means that the other hunting modes are "more efficient," or if driving becomes the only successful strategy later in the day.

Screen Shot 2022-12-19 at 5 11 37 PM
kaitlyngaynor commented 1 year ago

Not sure of the best analysis for quantifying this pattern

kaitlyngaynor commented 1 year ago

ANOVA is not significant (p = 0.15); Tukey's test shows no pairwise differences

(see explore-harvest-times.R)

kaitlyngaynor commented 1 year ago

Also tried a chi-squared test with bins (morning, midday, evening) — we get the same p-value (and may violate assumptions due to low sample sizes)

kaitlyngaynor commented 1 year ago

The two hunters on 082419 that harvested deer late in the day were likely drivers, for whatever that is worth. Could be worth trying to ID them #46