diff --git a/rewards/df-intro.md b/rewards/df-intro.md
index b706b942..3310c2cb 100644
--- a/rewards/df-intro.md
+++ b/rewards/df-intro.md
@@ -91,7 +91,7 @@ You can visit the follow tutorial learn how to [access Challenge DF](../user-gui
 
 ### What is Predictoor DF
 
-Predictoor DF rewards Data Scientists (as a predictoor) that submit continuous predictions for future price movements of different assets. It's called Predictoor DF because weekly rewards are dispensed towards predictoors that are competing to accurately predict asset prices. Therefore **Predictoor DF yields depend on participants being accurate and outcompeting each other**
+Predictoor DF rewards Data Scientists (as a predictoor) that submit continuous predictions for future price movements of different assets. It's called Predictoor DF because weekly rewards are dispensed towards predictoors that are competing to accurately predict asset prices. Therefore **Predictoor DF yields depend on participants being accurate and outcompeting each other**.
 
 ### What's the difference between Data Farming and Yield Farming?