diff --git a/pkgs/development/python-modules/pyldavis/default.nix b/pkgs/development/python-modules/pyldavis/default.nix
new file mode 100644
index 000000000000..8b26af56615c
--- /dev/null
+++ b/pkgs/development/python-modules/pyldavis/default.nix
@@ -0,0 +1,51 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+  funcy,
+  ipython,
+  jinja2,
+  joblib,
+  numpy,
+  pandas,
+  scikit-learn,
+  scipy,
+}:
+
+buildPythonPackage rec {
+  pname = "pyLDAvis";
+  version = "3.4.1";
+  format = "setuptools";
+
+  src = fetchFromGitHub {
+    owner = "bmabey";
+    repo = "pyLDAvis";
+    rev = version;
+    sha256 = "sha256-WIQytds3PeU85l6ix2UUIwypjpM5rMZvQxiHx9BY91Y=";
+  };
+
+  propagatedBuildInputs = [
+    funcy
+    jinja2
+    joblib
+    ipython
+    numpy
+    pandas
+    scikit-learn
+    scipy
+  ];
+
+  pythonImportsCheck = [
+    "pyLDAvis"
+    "pyLDAvis.gensim_models"
+  ];
+
+  meta = with lib; {
+    homepage = "https://github.com/bmabey/pyLDAvis";
+    description = "Python library for interactive topic model visualization";
+    maintainers = with lib.maintainers; [ gm6k ];
+    license = licenses.bsd3;
+    sourceProvenance = with sourceTypes; [ fromSource ];
+    platforms = platforms.all;
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 6dc85ed24bb2..4c1bba82bc10 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -10419,6 +10419,8 @@ self: super: with self; {
     inherit (pkgs) protobuf;
   };
 
+  pyldavis = callPackage ../development/python-modules/pyldavis { };
+
   pylddwrap = callPackage ../development/python-modules/pylddwrap { };
 
   pyloadapi = callPackage ../development/python-modules/pyloadapi { };