diff --git a/README.md b/README.md
index 23b34ee..89af8eb 100644
--- a/README.md
+++ b/README.md
@@ -1,17 +1,16 @@
 ## Important note
-Please, note that this project is currently under construction! Soon, we will work on 
-a nice description of AFM_thumbs.py and also of its installation. Please, 
-be patient. -- Clemens Barth (2022-04-20)
+Note that the pages here are currently under construction! Soon, we will will have a first version, including an extensive description of `AFM_thumbs.py`. Please, be patient. -- Clemens Barth (2022-04-20)
 
 
 # AFM_thumbs.py
 
 ## Introduction
 
-The python program AFM_thumbs creates a pdf file, which shows all SPM
+The python program `AFM_thumbs.py` creates a pdf file, which shows all SPM
 (Scanning Probe Microscopy: like AFM, STM, KPFM, etc.) images and relevant
-data stored in a directory. In first place, AFM_thumbs is interesting for
-scientists, who would like to obtain an overview of their SPM data.
+spectroscopy data stored in a directory. In first place, `AFM_thumbs.py` 
+is interesting for scientists, who would like to obtain an overview of 
+their SPM data.
 
 ## Supported SPM data