diff --git a/README.md b/README.md
index 563eb4f..9aaeaaa 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # DSSG2023-Heating-Loads
 This consists of 3 folders that describe the process in our workflow shown in the blueprint below:
 
-![Blueprint_icons](https://github.com/uwescience/DSSG2023-Heating-Loads/assets/64672391/a5a55dc5-033e-4986-bfdc-a68e63196c9f)
+![Blueprint_icons](https://github.com/uwescience/DSSG2023-Heating-Loads/assets/64672391/744471be-d3cb-468a-9b9c-b3bf924cc12e)
 
 1. Borough Potential
 2. Statewide Adoption
@@ -16,7 +16,8 @@ This consists of 3 folders that describe the process in our workflow shown in th
 * `exploreDistributionOfHP.ipynb`: This contain codes and method we used to distribute the heatpumps in Alaska
 * `getStateEstimates.ipynb`: The estimates from the heatpump calculator simulations can be found here
 
-## Visualization  
+## Visualization
+
 This folder contains all code needed to make the tilegram in our app https://dssg2023heatpump.shinyapps.io/VisApp/
 
 Note: Visualizations are done in RShiny and notebooks are numbered in order