diff --git a/_multibuild b/_multibuild
new file mode 100644
index 0000000..566de21
--- /dev/null
+++ b/_multibuild
@@ -0,0 +1,3 @@
+<multibuild>
+  <package>data</package>
+</multibuild>
diff --git a/python-langtable.changes b/python-langtable.changes
index c1504ea..0be7fad 100644
--- a/python-langtable.changes
+++ b/python-langtable.changes
@@ -1,3 +1,8 @@
+-------------------------------------------------------------------
+Thu May 25 06:16:29 UTC 2023 - Daniel Garcia <daniel.garcia@suse.com>
+
+- Build data package with multibuild
+
 -------------------------------------------------------------------
 Thu Apr 27 20:56:49 UTC 2023 - Josef Reidinger <jreidinger@suse.com>
 
diff --git a/python-langtable.spec b/python-langtable.spec
index 5fa07b2..5bb0807 100644
--- a/python-langtable.spec
+++ b/python-langtable.spec
@@ -16,6 +16,14 @@
 #
 
 
+%global flavor @BUILD_FLAVOR@%{nil}
+%if "%{flavor}" == "data"
+%define psuffix -data
+%bcond_without data
+%else
+%define psuffix %{nil}
+%bcond_with data
+%endif
 %define skip_python2 1
 Name:           python-langtable
 Version:        0.0.61
@@ -34,7 +42,9 @@ BuildRequires:  %{pythons}
 BuildRequires:  fdupes
 BuildRequires:  libxml2-tools
 BuildRequires:  python-rpm-macros
+%if %{without data}
 Requires:       python-langtable-data = %{version}
+%endif
 BuildArch:      noarch
 %python_subpackages
 
@@ -59,12 +69,20 @@ by more python target versions and also it can be used indenpendently.
 %python_build
 
 %install
-%python_install
-%python_expand %fdupes %{buildroot}%{$python_sitelib}
-mkdir -p %{buildroot}/%{_datadir}/langtable/data
-# here it needs to copy xml as sadly it is done multiple times and we want to get rid of all data from python
-# flavors, so all python version can share same xml data
-%python_expand mv %{buildroot}%{$python_sitelib}/langtable/data/* %{buildroot}/%{_datadir}/langtable/data
+
+%if %{with data}
+# Data package
+  mkdir -p %{buildroot}/%{_datadir}/langtable/data
+  mv langtable/data/* %{buildroot}/%{_datadir}/langtable/data
+%else
+# Main package
+  %python_install
+  %python_expand %fdupes %{buildroot}%{$python_sitelib}
+  %python_expand rm -rf %{buildroot}%{$python_sitelib}/langtable/data
+%endif
+
+# Main package
+%if %{without data}
 
 %check
 (cd langtable; python3 langtable.py)
@@ -80,7 +98,11 @@ done
 %doc README ChangeLog
 %{python_sitelib}/*
 
+%else
+# Data pacakge
+
 %files -n python-langtable-data
 %{_datadir}/langtable
+%endif
 
 %changelog