diff --git a/pkgs/development/python-modules/kaggle/default.nix b/pkgs/development/python-modules/kaggle/default.nix
index f20a03e6df3c..ec647cf649f7 100644
--- a/pkgs/development/python-modules/kaggle/default.nix
+++ b/pkgs/development/python-modules/kaggle/default.nix
@@ -1,37 +1,49 @@
 {
-  buildPythonPackage,
   bleach,
+  buildPythonPackage,
   certifi,
+  charset-normalizer,
   fetchPypi,
+  hatchling,
+  idna,
   lib,
   python-dateutil,
   python-slugify,
-  six,
   requests,
+  setuptools,
+  six,
+  text-unidecode,
   tqdm,
   urllib3,
+  webencodings,
 }:
 
 buildPythonPackage rec {
   pname = "kaggle";
-  version = "1.6.14";
-  format = "setuptools";
+  version = "1.6.17";
+  pyproject = true;
 
   src = fetchPypi {
     inherit pname version;
-    hash = "sha256-WDUyveyjyeDK/EkxESxnN7Xmjxh6tZ7nff/fCf3529k=";
+    hash = "sha256-Q5p96h1QOfMg/WrV7CG2iNz6cNQFy0IJW4H0HtxAG4E=";
   };
 
-  propagatedBuildInputs = [
+  build-system = [ hatchling ];
+
+  dependencies = [
     bleach
     certifi
+    charset-normalizer
+    idna
     python-dateutil
     python-slugify
     requests
+    setuptools
     six
+    text-unidecode
     tqdm
     urllib3
-    bleach
+    webencodings
   ];
 
   # Tests try to access the network.