diff --git a/api/chalicelib/core/product_analytics.py b/api/chalicelib/core/product_analytics.py
index fa8c56640..3a48170d3 100644
--- a/api/chalicelib/core/product_analytics.py
+++ b/api/chalicelib/core/product_analytics.py
@@ -349,7 +349,8 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
                                    sessions_count,
                                    avg_time_from_previous
                            FROM n1)"""]
-    for i in range(2, data.density):
+
+    for i in range(2, data.density + 1):
         steps_query.append(f"""n{i} AS (SELECT *
                                       FROM (SELECT re.event_number_in_session,
                                                    re.event_type,
@@ -388,7 +389,7 @@ WITH sub_sessions AS (SELECT session_id {sub_sessions_extra_projection}
                                         row_number() OVER (PARTITION BY session_id ORDER BY timestamp {path_direction}) AS event_number_in_session
                                  FROM sub_events
                                  ORDER BY session_id) AS full_ranked_events
-                           WHERE event_number_in_session < %(density)s),
+                           WHERE event_number_in_session <= %(density)s),
      start_points AS (SELECT session_id
                       FROM {start_points_from}
                       WHERE {" AND ".join(start_points_conditions)}),
diff --git a/ee/api/chalicelib/core/product_analytics.py b/ee/api/chalicelib/core/product_analytics.py
index 9f1a5b29d..31fccccd9 100644
--- a/ee/api/chalicelib/core/product_analytics.py
+++ b/ee/api/chalicelib/core/product_analytics.py
@@ -382,7 +382,7 @@ def path_analysis(project_id: int, data: schemas.CardPathAnalysis):
                                   sessions_count,
                                   avg_time_from_previous
                            FROM n1"""]
-    for i in range(2, data.density):
+    for i in range(2, data.density + 1):
         steps_query.append(f"""n{i} AS (SELECT *
                                         FROM (SELECT re.event_number_in_session AS event_number_in_session,
                                                      re.event_type AS event_type,
@@ -428,7 +428,7 @@ WITH {initial_event_cte}
                                  FROM {main_table}
                                  WHERE {" AND ".join(ch_sub_query)}
                                  ) AS full_ranked_events
-                           WHERE event_number_in_session < 4)
+                           WHERE event_number_in_session <= %(density)s)
 SELECT *
 FROM pre_ranked_events;"""
         ch.execute(query=ch_query1, params=params)