diff --git a/Notebook/ReadMe.md b/Notebook/ReadMe.md
index 0dd19dd9aa98631a7700428e534f4c4ef1bf6d28..b0c57ade12e32b0ebdaa0bba604ff8d5ab3672e4 100644
--- a/Notebook/ReadMe.md
+++ b/Notebook/ReadMe.md
@@ -3,13 +3,10 @@ The following is a guide to the code and data used for data analysis.
 Timeseries bioreactor data is present in the form of CSVs for ODs, dilutions, and single cell fluorescence. The data can be loaded
 as a reactordata object. All the functions used for analysis utilise this class. 
 
-For leakage and efficiency experiment raw cytometry data is provided. The analysis code contains functions for parsing the 
-raw cytometry files.
-
 The directory contains two different kinds of code. 
 The InBioGitRepo provides the libraries and class definitions that are necessary to load the bioreactor data.
 
-The jupyter notebooks consist of scripts and functions that were used to analyse the data once it was loaded.
+The jupyter notebook consists of script and functions that were used to analyse the data once it was loaded.
 The code was developed in Windows 10 and verified by running in Window 7.
 
 Depenendencies for the code to run without hiccups,