diff --git a/pipelines/fetch-farcaster-data/fetch.py b/pipelines/fetch-farcaster-data/fetch.py
index a97c9e4..44ba804 100644
--- a/pipelines/fetch-farcaster-data/fetch.py
+++ b/pipelines/fetch-farcaster-data/fetch.py
@@ -173,7 +173,7 @@ def run(self):
             member_fids = [str(member['user']['fid']) for member in members if 'user' in member and 'fid' in member['user']]
             follower_fids = [str(follower['fid']) for follower in followers if 'fid' in follower]
             all_fids = list(set(member_fids + follower_fids))
-            channel_dict['all_channels'] = self.get_all_user_channels(followers)
+            channel_dict['all_channels'] = self.get_all_user_channels(follower_fids)
             channel_dict['all_followed_channels'] = self.get_all_user_channels(all_fids)
             channel_dict['casts'] = channel_casts = self.get_channel_casts(channel)
             all_channel_data["channels"].append(channel_dict)
diff --git a/pipelines/ingest-farcaster-data/helpers.py b/pipelines/ingest-farcaster-data/helpers.py
index da98d6f..1c6c7e6 100644
--- a/pipelines/ingest-farcaster-data/helpers.py
+++ b/pipelines/ingest-farcaster-data/helpers.py
@@ -2,7 +2,6 @@
 import logging
 import time
 import re
-import math
 import sys
 from datetime import datetime
 from typing import Optional, Union, List, Dict, Any
@@ -13,7 +12,6 @@
 import json
 import boto3
 from botocore.exceptions import ClientError
-from tqdm import tqdm
 
 # Set up logging
 logging.basicConfig(level=logging.INFO)
diff --git a/pipelines/ingest-farcaster-data/ingest.py b/pipelines/ingest-farcaster-data/ingest.py
index b079925..3397154 100644
--- a/pipelines/ingest-farcaster-data/ingest.py
+++ b/pipelines/ingest-farcaster-data/ingest.py
@@ -42,7 +42,7 @@ def create_channel_followers(self):
             followers_df = pd.DataFrame([{
                 'channelId': channelId,
                 'fid': str(user.get('fid')),
-                'verifiedSocials': user.get('profile').get('verified_accounts'),
+                'verifiedSocials':user.get('profile', {}).get('verified_accounts', []),
                 'username': self.cyphers.sanitize_text(user.get('username', '')),
                 'display_name': self.cyphers.sanitize_text(user.get('display_name', '')),
                 'custody_address': user.get('custody_address', ''),