diff --git a/README.md b/README.md
index 2e6318326a8ccf1d665499feb609ff8b74dc62e5..2bdaedc8b3f30c48c5a7872576608387462bbe85 100644
--- a/README.md
+++ b/README.md
@@ -32,20 +32,46 @@ in Python 2.7 by default. You can also write code that is compatible with both
 
 # Dependencies
 
-[numpy](http://www.numpy.org/)
-[scipy](http://scipy.org/scipylib/)
-[pandas](http://pandas.pydata.org/)
-[matplotlib](http://matplotlib.org/)
-[pytables](http://www.pytables.org/)
-[pyscaffold](http://pyscaffold.readthedocs.org/en/)
+* [numpy](http://www.numpy.org/)
+
+* [scipy](http://scipy.org/scipylib/)
+
+* [pandas](http://pandas.pydata.org/)
+
+* xlrd
+
+* h5py
+
+* [matplotlib](http://matplotlib.org/)
+
+* [pytables](http://www.pytables.org/)
+
+* [pyscaffold](http://pyscaffold.readthedocs.org/en/)
+
+* pytest
+
+* six
 
 
 # Installation
 
+Detailed installation instructions, including how to install Python from scratch,
+are described in the [detailed installation manual](docs/install-manual-detailed.md).
+
+
+If you now what you are doing, you can install as follows:
+
 ```
 python setup.py
 ```
 
+Or create a binary wheel distribution package with:
+
+```
+python setup.py bdist_wheel -d dist
+```
+
+
 # Tests
 
 Only a small part of the code is covered by unittests currently. More tests are
@@ -54,6 +80,8 @@ forthcoming.
 
 # Contents of WindEnergyToolbox, [wetb](wetb)
 
+### Overview
+
 - [hawc2](#hawc2)
 - [gtsdf](#gtsdf)
 - [fatigue_tools](#fatigue_tools)
@@ -63,7 +91,6 @@ forthcoming.
 - [fast](#fast)
 - [utils](#utils)
 
-------------------------------------------------------------------------------------
 ### [hawc2](wetb/hawc2)
 - [Hawc2io](wetb/hawc2/Hawc2io.py): Read binary, ascii and flex result files
 - [sel_file](wetb/hawc2/sel_file.py): Read/write *.sel (sensor list) files
@@ -109,3 +136,9 @@ Other functions
 - [timing](wetb/utils/timing.py): Decorators for evaluating execution time of functions
 - [caching](wetb/utils/caching.py): Decorators to create cached (calculate once) functions and properties
 
+
+# Note
+
+This project has been set up using PyScaffold 2.5. For details and usage
+information on PyScaffold see http://pyscaffold.readthedocs.org/.
+
diff --git a/docs/install-manual-detailed.md b/docs/install-manual-detailed.md
new file mode 100644
index 0000000000000000000000000000000000000000..692104c3e3af9521aacf4f1eb3b05ae4649623a5
--- /dev/null
+++ b/docs/install-manual-detailed.md
@@ -0,0 +1,34 @@
+
+!! This guide is not finished yet, it is a WIP (Work In Progress) !!
+
+# Detailed Installation Manual
+
+Installing Python packages with compiled extensions can be a challenge especially
+on Windows systems. However, when using Miniconda things can be simplified to a
+great extent as this manual hopefully will show you.
+
+The this approach will require you to use the command line, but it is as easy
+as copy-pasting them from this page straight into your command prompt.
+
+
+## Using Miniconda
+
+* Download the latest Python 3 (!!) Miniconda installer for your platform
+[here](http://conda.pydata.org/miniconda.html)
+
+* No need to worry about Python 2 or 3 at this stage. You can still use the
+Python 3 installer for creating Python 2 conda environments
+
+* Install the necessary Python dependencies using the conda package manager:
+
+```
+conda install scipy pandas matplotlib cython xlrd pytables sphinx mingw
+```
+
+* Not all packages are available in the conda repositories, but they can be
+easily installed with pip:
+
+```
+pip install pyscaffold pytest pytest-cov
+```
+