diff --git a/examples/favoriters_and_retweeters.ipynb b/examples/favoriters_and_retweeters.ipynb
index cad3242..662a182 100644
--- a/examples/favoriters_and_retweeters.ipynb
+++ b/examples/favoriters_and_retweeters.ipynb
@@ -29,11 +29,13 @@
    "outputs": [],
    "source": [
     "import re\n",
-    "import orjson\n",
     "from pathlib import Path\n",
-    "from twitter.utils import find_key\n",
+    "\n",
+    "import orjson\n",
     "import pandas as pd\n",
-    "import polars as pl"
+    "import polars as pl\n",
+    "\n",
+    "from twitter.utils import find_key"
    ]
   },
   {