diff --git a/src/lib/clickhouse.ts b/src/lib/clickhouse.ts
index 652b9d118..4880e122e 100644
--- a/src/lib/clickhouse.ts
+++ b/src/lib/clickhouse.ts
@@ -51,12 +51,12 @@ function getUTCString(date?: Date | string | number) {
   return formatInTimeZone(date || new Date(), 'UTC', 'yyyy-MM-dd HH:mm:ss');
 }
 
-function getDateStringSQL(field: string, unit: string, timezone?: string) {
+function getDateStringSQL(data: any, unit: string = 'utc', timezone?: string) {
   if (timezone) {
-    return `formatDateTime(${field}, '${CLICKHOUSE_DATE_FORMATS[unit]}', '${timezone}')`;
+    return `formatDateTime(${data}, '${CLICKHOUSE_DATE_FORMATS[unit]}', '${timezone}')`;
   }
 
-  return `formatDateTime(${field}, '${CLICKHOUSE_DATE_FORMATS[unit]}')`;
+  return `formatDateTime(${data}, '${CLICKHOUSE_DATE_FORMATS[unit]}')`;
 }
 
 function getDateSQL(field: string, unit: string, timezone?: string) {
diff --git a/src/queries/prisma/website.ts b/src/queries/prisma/website.ts
index 5f5404d5d..cc5f2e6f4 100644
--- a/src/queries/prisma/website.ts
+++ b/src/queries/prisma/website.ts
@@ -135,26 +135,31 @@ export async function resetWebsite(websiteId: string) {
   const { client, transaction } = prisma;
   const cloudMode = !!process.env.CLOUD_MODE;
 
-  return transaction([
-    client.eventData.deleteMany({
-      where: { websiteId },
-    }),
-    client.sessionData.deleteMany({
-      where: { websiteId },
-    }),
-    client.websiteEvent.deleteMany({
-      where: { websiteId },
-    }),
-    client.session.deleteMany({
-      where: { websiteId },
-    }),
-    client.website.update({
-      where: { id: websiteId },
-      data: {
-        resetAt: new Date(),
-      },
-    }),
-  ]).then(async data => {
+  return transaction(
+    [
+      client.eventData.deleteMany({
+        where: { websiteId },
+      }),
+      client.sessionData.deleteMany({
+        where: { websiteId },
+      }),
+      client.websiteEvent.deleteMany({
+        where: { websiteId },
+      }),
+      client.session.deleteMany({
+        where: { websiteId },
+      }),
+      client.website.update({
+        where: { id: websiteId },
+        data: {
+          resetAt: new Date(),
+        },
+      }),
+    ],
+    {
+      timeout: 30000,
+    },
+  ).then(async data => {
     if (cloudMode) {
       await redis.client.set(
         `website:${websiteId}`,
diff --git a/src/queries/sql/reports/getJourney.ts b/src/queries/sql/reports/getJourney.ts
index 8d1a90d45..51e0d16f0 100644
--- a/src/queries/sql/reports/getJourney.ts
+++ b/src/queries/sql/reports/getJourney.ts
@@ -73,7 +73,7 @@ async function relationalQuery(
     for (let i = 1; i <= steps; i++) {
       const endQuery = i < steps ? ',' : '';
       selectQuery += `s.e${i},`;
-      maxQuery += `\nmax(CASE WHEN event_number = ${i} THEN event ELSE NULL END) AS e${i}${endQuery}`;
+      maxQuery += `\nmax(CASE WHEN event_number = ${i} THEN "event" ELSE NULL END) AS e${i}${endQuery}`;
       groupByQuery += `s.e${i}${endQuery} `;
     }
 
@@ -185,7 +185,7 @@ async function clickhouseQuery(
     for (let i = 1; i <= steps; i++) {
       const endQuery = i < steps ? ',' : '';
       selectQuery += `s.e${i},`;
-      maxQuery += `\nmax(CASE WHEN event_number = ${i} THEN event ELSE NULL END) AS e${i}${endQuery}`;
+      maxQuery += `\nmax(CASE WHEN event_number = ${i} THEN "event" ELSE NULL END) AS e${i}${endQuery}`;
       groupByQuery += `s.e${i}${endQuery} `;
     }
 
@@ -230,7 +230,7 @@ async function clickhouseQuery(
     WITH events AS (
       select distinct
           visit_id,
-          coalesce(nullIf(event_name, ''), url_path) event,
+          coalesce(nullIf(event_name, ''), url_path) "event",
           row_number() OVER (PARTITION BY visit_id ORDER BY created_at) AS event_number
       from website_event
       ${cohortQuery}
diff --git a/src/queries/sql/reports/getRetention.ts b/src/queries/sql/reports/getRetention.ts
index 15984cd36..d99098c00 100644
--- a/src/queries/sql/reports/getRetention.ts
+++ b/src/queries/sql/reports/getRetention.ts
@@ -133,7 +133,7 @@ async function clickhouseQuery(
     user_activities AS (
       select distinct
         website_event.session_id,
-        (${getDateSQL('created_at', unit, timezone)} - cohort_items.cohort_date) / 86400 as day_number
+        toInt32((${getDateSQL('created_at', unit, timezone)} - cohort_items.cohort_date) / 86400) as day_number
       from website_event
       join cohort_items
       on website_event.session_id = cohort_items.session_id