diff --git a/python-cov-core.spec b/python-cov-core.spec
index 60f9a92..c0d86ec 100644
--- a/python-cov-core.spec
+++ b/python-cov-core.spec
@@ -6,6 +6,14 @@ This is a lib package for use by pytest-cov, nose-cov and nose2-cov. \
 If youre developing a coverage plugin for a test framework then you \
 probably want one of those.
 
+# EPEL7 support: Python2 packages prefix is unversioned.
+%if 0%{?rhel} && 0%{?rhel} <= 7
+%global py2_namespace python
+%else
+%global py2_namespace python2
+%endif
+
+
 Name:           python-%{pypi_name}
 Version:        1.15.0
 Release:        6%{?dist}
@@ -24,16 +32,30 @@ BuildRequires:  python-srpm-macros
 BuildRequires:  python%{python3_pkgversion}-devel
 BuildRequires:  python%{python3_pkgversion}-setuptools
 %if 0%{?with_python3_other}
-BuildRequires: python%{python3_other_pkgversion}-devel
-BuildRequires: python%{python3_other_pkgversion}-setuptools
+BuildRequires:  python%{python3_other_pkgversion}-devel
+BuildRequires:  python%{python3_other_pkgversion}-setuptools
 %endif
  
+%if %{py2_namespace} == python
 Requires:       python-coverage >= 3.6
+%endif
+
 %{?python_provide:%python_provide python-%{pypi_name}}
 
 %description %{_description}
 
 
+# Python 2
+%if %{py2_namespace} != python
+%package -n     %{py2_namespace}-%{pypi_name}
+Summary:        %{summary}
+%{?python_provide:%python_provide %{py2_namespace}-%{pypi_name}}
+Requires:       %{py2_namespace}-coverage >= 3.6
+
+%description -n %{py2_namespace}-%{pypi_name} %{_description}
+%endif
+
+
 # Python3
 %package -n     python%{python3_pkgversion}-%{pypi_name}
 Summary:        %{summary}
@@ -78,7 +100,7 @@ rm -rf %{pypi_name}.egg-info
 %py2_install
 
 
-%files
+%files -n %{py2_namespace}-%{pypi_name}
 %license LICENSE.txt
 %doc README.rst
 %{python2_sitelib}/cov_core*
@@ -102,6 +124,7 @@ rm -rf %{pypi_name}.egg-info
 %changelog
 * Tue Apr 25 2017 Aurelien Bompard <abompard@fedoraproject.org> - 1.15.0-6
 - Build the Python3 version in EPEL.
+- Use the proper Python namespace.
 
 * Sat Feb 11 2017 Fedora Release Engineering <releng@fedoraproject.org> - 1.15.0-5
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_26_Mass_Rebuild