diff --git a/README.rst b/README.rst
index fc4e8abef..41fe762c0 100644
--- a/README.rst
+++ b/README.rst
@@ -1,6 +1,9 @@
-**********************************
+*****
+Sdc
+*****
+
 Intel® Scalable Dataframe Compiler
-**********************************
+###################################################
 
 .. image:: https://travis-ci.com/IntelPython/sdc.svg?branch=master
     :target: https://travis-ci.com/IntelPython/sdc
@@ -21,7 +24,7 @@ Intel® Scalable Dataframe Compiler (Intel® SDC) is an extension of `Numba*`_
 that enables compilation of `Pandas*`_ operations. It automatically vectorizes and parallelizes
 the code by leveraging modern hardware instructions and by utilizing all available cores.
 
-Intel® SDC documentation can be found `here <https://intelpython.github.io/sdc-doc/>`_.
+Intel® SDC documentation can be found `here <https://intelpython.github.io/sdc-doc/>`__.
 
 .. note::
     For maximum performance and stability, please use numba from ``intel/label/beta`` channel.
@@ -171,7 +174,7 @@ The built documentation will be located in the ``./sdc/docs/build/html`` directo
 To preview the documentation open ``index.html`` file.
 
 
-More information about building and adding documentation can be found `here <docs/README.rst>`_.
+More information about building and adding documentation can be found `here <docs/README.rst>`__.
 
 
 Running unit tests
diff --git a/setup.py b/setup.py
index 7a3b60388..0bccb26fc 100644
--- a/setup.py
+++ b/setup.py
@@ -352,15 +352,15 @@ def run(self):
 sdc_build_commands = versioneer.get_cmdclass()
 sdc_build_commands['build_doc'] = SDCBuildDoc
 sdc_build_commands.update({'style': style})
-sdc_version = versioneer.get_version()
-sdc_release = 'Alpha ({})'.format(versioneer.get_version())
+sdc_version = versioneer.get_version().split('+')[0]
 
 setup(name=SDC_NAME_STR,
       version=sdc_version,
       description='Numba* extension for compiling Pandas* operations',
       long_description=readme(),
+      long_description_content_type='text/markdown',
       classifiers=[
-          "Development Status :: 2 - Pre-Alpha",
+          "Development Status :: 4 - Beta",
           "Intended Audience :: Developers",
           "Operating System :: POSIX :: Linux",
           "Programming Language :: Python",
@@ -370,14 +370,19 @@ def run(self):
       ],
       keywords='data analytics distributed Pandas Numba',
       url='https://github.com/IntelPython/sdc',
+      license='BSD',
       author='Intel Corporation',
+      maintainer="Intel Corp.",
+      maintainer_email="scripting@intel.com",
+      platforms=["Windows", "Linux", "Mac OS-X"],
+      python_requires='>=3.6',
       packages=find_packages(),
       package_data={'sdc.tests': ['*.bz2'], },
       install_requires=[
           'numpy>=1.16',
-          'pandas>=1.2.0',
+          'pandas==1.2.0',
           'pyarrow==2.0.0',
-          'numba>=0.52.0,<0.53',
+          'numba==0.52.0',
           'tbb'
           ],
       cmdclass=sdc_build_commands,