diff --git a/docs/data-analysis.md b/docs/data-analysis.md
index 3b07d77a6..f79d1674e 100644
--- a/docs/data-analysis.md
+++ b/docs/data-analysis.md
@@ -46,9 +46,9 @@ strategy_name = 'NewStrategy'
 # Path to user data
 user_data_dir = 'user_data'
 # Location of the strategy
-strategy_location = os.path.join(user_data_dir, 'strategies')
+strategy_location = Path(user_data_dir, 'strategies')
 # Location of the data
-data_location = os.path.join(user_data_dir, 'data', 'binance')
+data_location = Path(user_data_dir, 'data', 'binance')
 # Pair to analyze 
 # Only use one pair here
 pair = "BTC_USDT"
diff --git a/user_data/notebooks/analysis_example.ipynb b/user_data/notebooks/analysis_example.ipynb
index b3a61bc51..b8bcdd7bf 100644
--- a/user_data/notebooks/analysis_example.ipynb
+++ b/user_data/notebooks/analysis_example.ipynb
@@ -115,9 +115,9 @@
     "# Path to user data\n",
     "user_data_dir = 'user_data'\n",
     "# Location of the strategy\n",
-    "strategy_location = os.path.join(user_data_dir, 'strategies')\n",
+    "strategy_location = Path(user_data_dir, 'strategies')\n",
     "# Location of the data\n",
-    "data_location = os.path.join(user_data_dir, 'data', 'binance')\n",
+    "data_location = Path(user_data_dir, 'data', 'binance')\n",
     "# Pair to analyze \n",
     "# Only use one pair here\n",
     "pair = \"BTC_USDT\""