Unable to run rqt_console

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Hi, I'm using ROS kinetic on Ubuntu 16.04. When I try to run rqt_console

rosrun rqt_console rqt_console

I get the following error

PluginManager._load_plugin() could not load plugin "rqt_console/Console":
Traceback (most recent call last):
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/qt_gui/plugin_handler.py", line 99, in load
    self._load()
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/qt_gui/plugin_handler_direct.py", line 54, in _load
    self._plugin = self._plugin_provider.load(self._instance_id.plugin_id, self._context)
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/qt_gui/composite_plugin_provider.py", line 71, in load
    instance = plugin_provider.load(plugin_id, plugin_context)
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/qt_gui/composite_plugin_provider.py", line 71, in load
    instance = plugin_provider.load(plugin_id, plugin_context)
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/rqt_gui_py/ros_py_plugin_provider.py", line 60, in load
    return super(RosPyPluginProvider, self).load(plugin_id, plugin_context)
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/qt_gui/composite_plugin_provider.py", line 71, in load
    instance = plugin_provider.load(plugin_id, plugin_context)
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/rqt_gui/ros_plugin_provider.py", line 101, in load
    return class_ref(plugin_context)
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/rqt_console/console.py", line 66, in __init__
    self._widget = ConsoleWidget(self._proxy_model, self._rospack)
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/rqt_console/console_widget.py", line 85, in __init__
    loadUi(ui_file, self)
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/python_qt_binding/binding_helper.py", line 266, in loadUi
    return _loadUi(uifile, baseinstance, custom_widgets)
  File "/opt/ros/kinetic/lib/python2.7/dist-packages/python_qt_binding/binding_helper.py", line 169, in _loadUi
    from PyQt5 import uic
ImportError: cannot import name uic

Maybe something is wrong with the module PyQt5? Has anyone encountered this error? I'm quite new to ROS and any discussion would be of help.