diff --git a/R/didAnalysis.R b/R/didAnalysis.R
index eef22e2..7fdd41a 100644
--- a/R/didAnalysis.R
+++ b/R/didAnalysis.R
@@ -57,9 +57,8 @@ lmer_all_model <- lmer(count ~ D + I(week - 26) + D:I(week - 26) + scaled_projec
 summary(lmer_all_model)
 lmer_residuals <- residuals(lmer_all_model)
 qqnorm(lmer_residuals)
-#if I'm reading the residuals right, the poisson is better?
-# there's a conversation to be had between whether (D |upstream_vcs_link) or (D || upstream_vcs_link)
-poisson_all_model <- glmer(count ~ D + I(week - 26) + D:I(week - 26) + scaled_project_age + (D |upstream_vcs_link), data=all_actions_data, family = poisson(link = "log"))
+# https://www.bristol.ac.uk/cmm/learning/videos/random-intercepts.html#exvar
+poisson_all_model <- glmer(count ~ D + I(week - 26) + D:I(week - 26) + scaled_project_age + (week |upstream_vcs_link), data=all_actions_data, family = poisson(link = "log"))
 summary(poisson_all_model)
 poisson_residuals <- residuals(poisson_all_model)
 qqnorm(poisson_residuals)