Rl/regression on all stats (#35)

* Update 2_temporal-variation-in-motility-metrics.ipynb - add regression stats for all metrics, while still only plotting those in the pub (Figure 4) * Create figure-4_regression_stats.csv * Update 2_temporal-variation-in-motility-metrics.ipynb fix lint issue? * Update 2_temporal-variation-in-motility-metrics.ipynb now fix lint?
Arcadia-Science · Oct 10, 2024 · 5761ae2 · 5761ae2
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diff --git a/notebooks/2_temporal-variation-in-motility-metrics.ipynb b/notebooks/2_temporal-variation-in-motility-metrics.ipynb
diff --git a/results/figure-4_regression_stats.csv b/results/figure-4_regression_stats.csv
@@ -0,0 +1,12 @@
+metric,r_squared,p_value
+total_time,5.197518430285827e-07,0.9931334032314063
+total_distance,-0.00959475130391382,0.24114878225117253
+net_distance,-0.0025433903557102043,0.5469015263053196
+max_sprint_length,-0.026991317300953038,0.0483097065754383
+confinement_ratio,0.011443825303996907,0.20030303575526734
+mean_curvilinear_speed,-0.012137111020249731,0.1871215004690094
+mean_linear_speed,-0.0028893196440754687,0.5207908237629552
+mean_angular_speed,0.0053433163859231084,0.382244766583136
+num_rotations,0.016233375435390343,0.12671752413538928
+num_direction_changes,0.0038740456096663244,0.4570425515346842
+pivot_rate,0.0005486351704206017,0.7797483234042711