diff --git a/demo/viz/network_view/index.html b/demo/viz/network_view/index.html
index c1c78cc..0543b37 100644
--- a/demo/viz/network_view/index.html
+++ b/demo/viz/network_view/index.html
@@ -41,7 +41,7 @@
-
+
diff --git a/docs/index.rst b/docs/index.rst
index 7118786..ecb343b 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -1,5 +1,5 @@
-bandicoot -- a python toolbox to learn from metadata
-====================================================
+bandicoot, an open-source python toolbox to analyze mobile phone metadata
+=========================================================================
`bandicoot `_ is an open-source python toolbox to analyze and extract behavioral indicators from mobile phone data. It
is developed by `Yves-Alexandre de Montjoye `_, `Luc
diff --git a/docs/quickstart.rst b/docs/quickstart.rst
index b8a7e7e..236e686 100644
--- a/docs/quickstart.rst
+++ b/docs/quickstart.rst
@@ -19,7 +19,7 @@ bandicoot takes one file per user and assume that all user records are in the pr
>>> B = bc.read_csv('my_user', 'records/', 'antennas.csv')
-This :meth:`~bandicoot.io.read_csv` will load records for the user `my_user` from `records/my_user.csv` and will load antennas from the file `antennas.csv`. Optionally, bandicoot can also load a file containing :ref:`attributes ` for this user.
+This :meth:`~bandicoot.io.read_csv` will load records for the user `my_user` from `records/my_user.csv` and will load antennas from the file `antennas.csv`. Optionally, bandicoot can also load a file containing :ref:`attributes ` for this user.
.. image:: _static/mini-mockups-01.png
diff --git a/docs/reference/bandicoot.io.rst b/docs/reference/bandicoot.io.rst
index 568cc0f..eee01b5 100644
--- a/docs/reference/bandicoot.io.rst
+++ b/docs/reference/bandicoot.io.rst
@@ -1,6 +1,12 @@
IO
==
+
+:meth:`~bandicoot.io.read_csv` is the standard way to load users. bandicoot can also load users though
+:meth:`~bandicoot.io.load` (low-level function, called by :meth:`~bandicoot.io.read_csv`) or other CSV formats such as
+:meth:`~bandicoot.io.read_orange` or :meth:`~bandicoot.io.read_telenor` (deprecated).
+
+
.. currentmodule:: bandicoot.io
.. autosummary::
@@ -15,14 +21,7 @@ IO
filter_record
-.. _loadingdata-label:
-
-Loading data and exporting indicators
-^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
-
-:meth:`~bandicoot.io.read_csv` is the standard way to load users. bandicoot can also load users though
-:meth:`~bandicoot.io.load` (low-level function, called by :meth:`~bandicoot.io.read_csv`) or other CSV formats such as
-:meth:`~bandicoot.io.read_orange` or :meth:`~bandicoot.io.read_telenor` (deprecated).
+.. _attributes-label:
Attributes
----------