diff --git a/README.rst b/README.rst
index 97db20dfe3f96c60f214248ef9f6b3545118801d..0b40be001c4a543aee1d27443a27580ea7437899 100644
--- a/README.rst
+++ b/README.rst
@@ -2,9 +2,9 @@
 .. Tue 16 Aug 11:13:39 CEST 2016
 
 .. image:: http://img.shields.io/badge/docs-stable-yellow.svg
-   :target: http://pythonhosted.org/bob.db.replay/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.db.replay/stable/index.html
 .. image:: http://img.shields.io/badge/docs-latest-orange.svg
-   :target: https://www.idiap.ch/software/bob/docs/latest/bob/bob.db.replay/master/index.html
+   :target: https://www.idiap.ch/software/bob/docs/bob/bob.db.replay/master/index.html
 .. image:: https://gitlab.idiap.ch/bob/bob.db.replay/badges/master/build.svg
    :target: https://gitlab.idiap.ch/bob/bob.db.replay/commits/master
 .. image:: https://gitlab.idiap.ch/bob/bob.db.replay/badges/master/coverage.svg
@@ -13,8 +13,6 @@
    :target: https://gitlab.idiap.ch/bob/bob.db.replay
 .. image:: http://img.shields.io/pypi/v/bob.db.replay.svg
    :target: https://pypi.python.org/pypi/bob.db.replay
-.. image:: http://img.shields.io/pypi/dm/bob.db.replay.svg
-   :target: https://pypi.python.org/pypi/bob.db.replay
 
 
 ===================================================
@@ -32,7 +30,7 @@ database directly from Python, with our certified protocols.
 Installation
 ------------
 
-Complete Bob's `installation`_ instructions. Then, to install this pacakge,
+Complete Bob's `installation`_ instructions. Then, to install this package,
 run::
 
   $ conda install bob.db.replay