diff --git a/graphics/Makefile b/graphics/Makefile
index 550e0b3732de..2cae38e6a840 100644
--- a/graphics/Makefile
+++ b/graphics/Makefile
@@ -853,6 +853,7 @@
     SUBDIR += py-imagesize
     SUBDIR += py-imgurpython
     SUBDIR += py-leather
+    SUBDIR += py-mapclassify
     SUBDIR += py-mayavi
     SUBDIR += py-mcomix
     SUBDIR += py-ming
diff --git a/graphics/py-mapclassify/Makefile b/graphics/py-mapclassify/Makefile
new file mode 100644
index 000000000000..df6ae25827c0
--- /dev/null
+++ b/graphics/py-mapclassify/Makefile
@@ -0,0 +1,25 @@
+# Created by: Po-Chuan Hsieh <sunpoet@FreeBSD.org>
+# $FreeBSD$
+
+PORTNAME=	mapclassify
+PORTVERSION=	2.0.1
+CATEGORIES=	graphics python
+MASTER_SITES=	CHEESESHOP
+PKGNAMEPREFIX=	${PYTHON_PKGNAMEPREFIX}
+
+MAINTAINER=	sunpoet@FreeBSD.org
+COMMENT=	Classification schemes for choropleth maps
+
+LICENSE=	BSD3CLAUSE
+LICENSE_FILE=	${WRKSRC}/LICENSE.txt
+
+RUN_DEPENDS=	${PYTHON_PKGNAMEPREFIX}numpy>=1.3:math/py-numpy@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}pandas>=0:math/py-pandas@${PY_FLAVOR} \
+		${PYTHON_PKGNAMEPREFIX}scipy>=0.11:science/py-scipy@${PY_FLAVOR}
+
+USES=		python:3.5+
+USE_PYTHON=	autoplist distutils
+
+NO_ARCH=	yes
+
+.include <bsd.port.mk>
diff --git a/graphics/py-mapclassify/distinfo b/graphics/py-mapclassify/distinfo
new file mode 100644
index 000000000000..d2ef99a66092
--- /dev/null
+++ b/graphics/py-mapclassify/distinfo
@@ -0,0 +1,3 @@
+TIMESTAMP = 1552677598
+SHA256 (mapclassify-2.0.1.tar.gz) = 9464b04272d0bcfb822e89dc79ec1f907bb7b07e043f7374d448244078b35b47
+SIZE (mapclassify-2.0.1.tar.gz) = 26057
diff --git a/graphics/py-mapclassify/pkg-descr b/graphics/py-mapclassify/pkg-descr
new file mode 100644
index 000000000000..faf60c759e46
--- /dev/null
+++ b/graphics/py-mapclassify/pkg-descr
@@ -0,0 +1,4 @@
+mapclassify is an open-source python library for Choropleth map classification.
+It is part of a refactoring of PySAL.
+
+WWW: https://github.com/pysal/mapclassify