diff --git python-nltk/python-nltk.spec python-nltk/python-nltk.spec.tmp
index e5bf58b384..7ea650be93 100644
--- python-nltk/python-nltk.spec
+++ python-nltk/python-nltk.spec.tmp
@@ -2,7 +2,7 @@
 Name:           python-nltk
 Epoch:          1
 Version:        3.0.3
-Release:        8%{?dist}
+Release:        9%{?dist}
 Summary:        Natural Language Toolkit
 
 Group:          Development/Libraries
@@ -15,16 +15,24 @@ BuildArch:      noarch
 
 BuildRequires:  python2-devel >= 2.5
 BuildRequires:  python-setuptools
+
+%global _description\
+NLTK is a Python package that simplifies the construction of programs\
+that process natural language; and defines standard interfaces between\
+the different components of an NLP system.  It was designed primarily\
+to help teach graduate and undergraduate students about computational\
+linguistics; but it is also useful as a framework for implementing\
+research projects.
+
+%description %_description
+
+%package -n python2-%{mod_name}
+Summary: %summary
 Requires:       PyYAML >= 3.09
 Requires:       numpy python-matplotlib tkinter
+%{?python_provide:%python_provide python2-%{mod_name}}
 
-%description
-NLTK is a Python package that simplifies the construction of programs
-that process natural language; and defines standard interfaces between
-the different components of an NLP system.  It was designed primarily
-to help teach graduate and undergraduate students about computational
-linguistics; but it is also useful as a framework for implementing
-research projects.
+%description -n python2-%{mod_name} %_description
 
 %package -n python3-%{mod_name}
 Summary:        Natural Language Toolkit (Python 3)
@@ -66,7 +74,7 @@ sed -i -e '/^#! *\//, 1d' %{mod_name}/corpus/reader/knbc.py \
 #%%{__python3} %%{mod_name}/test/runtests.py
 
 
-%files
+%files -n python2-%{mod_name}
 %doc LICENSE.txt README.txt
 %{python_sitelib}/%{mod_name}
 %{python_sitelib}/%{mod_name}-*.egg-info
@@ -78,6 +86,10 @@ sed -i -e '/^#! *\//, 1d' %{mod_name}/corpus/reader/knbc.py \
 
 
 %changelog
+* Sat Aug 12 2017 Zbigniew Jędrzejewski-Szmek <zbyszek@in.waw.pl> - 1:3.0.3-9
+- Python 2 binary package renamed to python2-nltk
+  See https://fedoraproject.org/wiki/FinalizingFedoraSwitchtoPython3
+
 * Thu Jul 27 2017 Fedora Release Engineering <releng@fedoraproject.org> - 1:3.0.3-8
 - Rebuilt for https://fedoraproject.org/wiki/Fedora_27_Mass_Rebuild