diff --git a/pypinyin/__pyinstaller/__init__.py b/pypinyin/__pyinstaller/__init__.py
new file mode 100644
index 0000000..3ae3c37
--- /dev/null
+++ b/pypinyin/__pyinstaller/__init__.py
@@ -0,0 +1,7 @@
+# reference: https://github.com/pyinstaller/hooksample/blob/master/src/pyi_hooksample/__pyinstaller/__init__.py
+
+import os
+
+def get_hook_dirs():
+    return [os.path.dirname(__file__)]
+
diff --git a/pypinyin/__pyinstaller/hook-pypinyin.py b/pypinyin/__pyinstaller/hook-pypinyin.py
new file mode 100644
index 0000000..85f909d
--- /dev/null
+++ b/pypinyin/__pyinstaller/hook-pypinyin.py
@@ -0,0 +1,6 @@
+# reference: https://github.com/pyinstaller/hooksample/blob/master/src/pyi_hooksample/__pyinstaller/hook-pyi_hooksample.py
+
+from PyInstaller.utils.hooks import collect_data_files
+
+datas = collect_data_files('pypinyin', excludes=['__pyinstaller'])
+
diff --git a/pytest.ini b/pytest.ini
index df24a90..c7b348c 100644
--- a/pytest.ini
+++ b/pytest.ini
@@ -3,4 +3,4 @@ python_files = test_*.py
 python_classes = Test
 python_functions = test
 addopts = -slv --cov-report term-missing --tb=short --durations=10 --doctest-modules
-norecursedirs = .git __pycache__
+norecursedirs = .git __pycache__ pypinyin/__pyinstaller
diff --git a/setup.py b/setup.py
index 780963c..bc37d4f 100644
--- a/setup.py
+++ b/setup.py
@@ -18,6 +18,7 @@
     'pypinyin.seg',
     'pypinyin.style',
     'pypinyin.tools',
+    'pypinyin.__pyinstaller',
 ]
 
 requirements = []
@@ -77,6 +78,9 @@ def long_description():
         'console_scripts': [
             'pypinyin = pypinyin.__main__:main',
         ],
+        'pyinstaller40': [
+            'hook-dirs = pypinyin.__pyinstaller:get_hook_dirs'
+        ],
     },
     classifiers=[
         'Development Status :: 5 - Production/Stable',