diff --git a/metadata-ingestion/src/datahub/ingestion/source/s3/source.py b/metadata-ingestion/src/datahub/ingestion/source/s3/source.py
index 1863663f98bb24..3ddf47b70cdf80 100644
--- a/metadata-ingestion/src/datahub/ingestion/source/s3/source.py
+++ b/metadata-ingestion/src/datahub/ingestion/source/s3/source.py
@@ -9,6 +9,7 @@
 from itertools import groupby
 from pathlib import PurePath
 from typing import Any, Dict, Iterable, List, Optional, Tuple
+from urllib.parse import urlparse
 
 import smart_open.compression as so_compression
 from more_itertools import peekable
@@ -993,9 +994,7 @@ def s3_browser(self, path_spec: PathSpec, sample_size: int) -> Iterable[BrowsePa
                         folders = []
                         for dir in dirs_to_process:
                             logger.info(f"Getting files from folder: {dir}")
-                            prefix_to_process = dir.rstrip("\\").lstrip(
-                                self.create_s3_path(bucket_name, "/")
-                            )
+                            prefix_to_process = urlparse(dir).path.lstrip("/")
 
                             folders.extend(
                                 self.get_folder_info(