diff --git a/bots/models.py b/bots/models.py
index 9073a0f13..2fd06f5aa 100644
--- a/bots/models.py
+++ b/bots/models.py
@@ -875,9 +875,9 @@ class ConvoState(models.IntegerChoices):
 
 
 class ConversationQuerySet(models.QuerySet):
-    def get_unique_users(self) -> models.QuerySet["Conversation"]:
+    def distinct_by_user_id(self) -> QuerySet["Conversation"]:
         """Get unique conversations"""
-        return self.distinct(*Conversation.ID_COLUMNS)
+        return self.distinct(*Conversation.user_id_fields)
 
     def to_df(self, tz=pytz.timezone(settings.TIME_ZONE)) -> "pd.DataFrame":
         import pandas as pd
@@ -1088,7 +1088,7 @@ class Conversation(models.Model):
 
     objects = ConversationQuerySet.as_manager()
 
-    ID_COLUMNS = [
+    user_id_fields = [
         "fb_page_id",
         "ig_account_id",
         "slack_user_id",
@@ -1119,14 +1119,6 @@ class Meta:
     def __str__(self):
         return f"{self.get_display_name()} <> {self.bot_integration}"
 
-    def get_id(self):
-        self_id = None
-        for col in self.ID_COLUMNS:
-            if getattr(self, col):
-                self_id = getattr(self, col)
-                break
-        return self_id
-
     def get_display_name(self):
         return (
             (self.wa_phone_number and self.wa_phone_number.as_international)
@@ -1136,9 +1128,14 @@ def get_display_name(self):
             or " in #".join(
                 filter(None, [self.slack_user_name, self.slack_channel_name])
             )
-            or self.get_id()
+            or self.unique_user_id()
         )
 
+    def unique_user_id(self) -> str | None:
+        for col in self.user_id_fields:
+            if value := getattr(self, col, None):
+                return value
+
     get_display_name.short_description = "User"
 
     def last_active_delta(self) -> datetime.timedelta:
@@ -1174,9 +1171,9 @@ def api_integration_id(self) -> str:
 
 
 class MessageQuerySet(models.QuerySet):
-    def get_unique_users(self) -> QuerySet["Message"]:
+    def distinct_by_user_id(self) -> QuerySet["Message"]:
         """Get unique users"""
-        return self.distinct(*Message.CONVO_ID_COLUMNS)
+        return self.distinct(*Message.convo_user_id_fields)
 
     def to_df(self, tz=pytz.timezone(settings.TIME_ZONE)) -> "pd.DataFrame":
         import pandas as pd
@@ -1393,7 +1390,9 @@ class Message(models.Model):
 
     objects = MessageQuerySet.as_manager()
 
-    CONVO_ID_COLUMNS = [f"conversation__{col}" for col in Conversation.ID_COLUMNS]
+    convo_user_id_fields = [
+        f"conversation__{col}" for col in Conversation.user_id_fields
+    ]
 
     class Meta:
         ordering = ("-created_at",)
diff --git a/recipes/VideoBotsStats.py b/recipes/VideoBotsStats.py
index 7cf47659d..36a8401b8 100644
--- a/recipes/VideoBotsStats.py
+++ b/recipes/VideoBotsStats.py
@@ -402,7 +402,7 @@ def calculate_overall_stats(*, bi, run_title, run_url):
         bot_integration=bi
     ).order_by()  # type: ignore
     # due to things like personal convos for slack, each user can have multiple conversations
-    users = conversations.get_unique_users().order_by()
+    users = conversations.distinct_by_user_id().order_by()
     messages: MessageQuerySet = Message.objects.filter(conversation__in=conversations).order_by()  # type: ignore
     user_messages = messages.filter(role=CHATML_ROLE_USER).order_by()
     bot_messages = messages.filter(role=CHATML_ROLE_ASSISTANT).order_by()
@@ -411,7 +411,7 @@ def calculate_overall_stats(*, bi, run_title, run_url):
             conversation__in=users,
             created_at__gte=timezone.now() - timedelta(days=7),
         )
-        .get_unique_users()
+        .distinct_by_user_id()
         .count()
     )
     num_active_users_last_30_days = (
@@ -419,7 +419,7 @@ def calculate_overall_stats(*, bi, run_title, run_url):
             conversation__in=users,
             created_at__gte=timezone.now() - timedelta(days=30),
         )
-        .get_unique_users()
+        .distinct_by_user_id()
         .count()
     )
     positive_feedbacks = Feedback.objects.filter(
@@ -431,11 +431,10 @@ def calculate_overall_stats(*, bi, run_title, run_url):
         rating=Feedback.Rating.RATING_THUMBS_DOWN,
     ).count()
     run_link = f'Powered By: <a href="{run_url}" target="_blank">{run_title}</a>'
-    connection_detail = (
-        f"- Connected to: {bi.get_display_name()}"
-        if bi.get_display_name() != bi.name
-        else ""
-    )
+    if bi.get_display_name() != bi.name:
+        connection_detail = f"- Connected to: {bi.get_display_name()}"
+    else:
+        connection_detail = ""
     st.markdown(
         f"""
             - Platform: {Platform(bi.platform).name.capitalize()}
@@ -476,7 +475,7 @@ def calculate_stats_binned_by_time(*, bi, start_date, end_date, factor, trunc_fn
         .annotate(Convos=Count("conversation_id", distinct=True))
         .annotate(
             Senders=Count(
-                Concat(*Message.CONVO_ID_COLUMNS),
+                Concat(*Message.convo_user_id_fields),
                 distinct=True,
             )
         )