diff --git a/pkgs/development/python-modules/folium/default.nix b/pkgs/development/python-modules/folium/default.nix
index 8b29b61fe698..d5384fc221c6 100644
--- a/pkgs/development/python-modules/folium/default.nix
+++ b/pkgs/development/python-modules/folium/default.nix
@@ -12,14 +12,16 @@
 , pythonOlder
 , requests
 , selenium
+, setuptools
 , setuptools-scm
+, wheel
 , xyzservices
 }:
 
 buildPythonPackage rec {
   pname = "folium";
-  version = "0.15.0";
-  format = "setuptools";
+  version = "0.15.1";
+  pyproject = true;
 
   disabled = pythonOlder "3.7";
 
@@ -27,13 +29,15 @@ buildPythonPackage rec {
     owner = "python-visualization";
     repo = "folium";
     rev = "refs/tags/v${version}";
-    hash = "sha256-xaz9oelkyS8lWECCmKs8P3mHB3Usv0KMUoh/K7rBnAs=";
+    hash = "sha256-CHPHxp8xEZhEEMLvhs/xAiOr2Hw6B+5svFNY+QvQa+U=";
   };
 
   SETUPTOOLS_SCM_PRETEND_VERSION = version;
 
   nativeBuildInputs = [
+    setuptools
     setuptools-scm
+    wheel
   ];
 
   propagatedBuildInputs = [
@@ -41,6 +45,7 @@ buildPythonPackage rec {
     jinja2
     numpy
     requests
+    xyzservices
   ];
 
   nativeCheckInputs = [
@@ -50,7 +55,6 @@ buildPythonPackage rec {
     pillow
     pytestCheckHook
     selenium
-    xyzservices
   ];
 
   disabledTests = [