diff --git a/README.md b/README.md
index 6734c32..84b6e8f 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,23 @@
-# ransomware
+# Ransomware Detection on the Bitcoin Blockchain 
+# using Random Forests and Self Organizing Maps
 
-Exploratory Data Analysis project on BitcoinHeist data set.
+Final submission form CYO project at HarvardX PH125.9x Capstone Course
+
+Machine learning project on BitcoinHeist data set.
+
+https://archive.ics.uci.edu/ml/datasets/BitcoinHeistRansomwareAddressDataset
+
+
+Most of these files are exploratory scripts that helped to develop the final script.
+
+The main three files that can be considered the final project are:
+
+ - Detecting_Bitcoin_Ransomware.pdf  (Final report)
+
+ - Detecting_Bitcoin_Ransomware.Rmd  (R markdown that generates the report)
+
+ - Detecting_Bitcoin_Ransomware.R  (R script that contains the essential code for the modeling process)
+
+
+Everything else can be safely ignored, and is just here so that I can trace my own steps if needed.
 
-https://archive.ics.uci.edu/ml/datasets/BitcoinHeistRansomwareAddressDataset
\ No newline at end of file