diff --git a/ai_agent_tutorials/ai_data_analysis_agent/README.md b/ai_agent_tutorials/ai_data_analysis_agent/README.md
index d599182..2cfc970 100644
--- a/ai_agent_tutorials/ai_data_analysis_agent/README.md
+++ b/ai_agent_tutorials/ai_data_analysis_agent/README.md
@@ -1,12 +1,6 @@
-# AI Data Analysis Agent 🤖📊
-
-An AI data analysis Agent built using the phidata Agent framework and openai's gpt-4o model. This agent helps users analyze their data - csv, excel files through natural language queries, powered by OpenAI's language models and DuckDB for efficient data processing - making data analysis accessible to users regardless of their SQL expertise.
-
-## Demo
-
-
-https://github.com/user-attachments/assets/c6e3a9db-9fea-4610-b0e3-3360ec825d0a
+# 📊 AI Data Analysis Agent
 
+An AI data analysis Agent built using the phidata Agent framework and Openai's gpt-4o model. This agent helps users analyze their data - csv, excel files through natural language queries, powered by OpenAI's language models and DuckDB for efficient data processing - making data analysis accessible to users regardless of their SQL expertise.
 
 ## Features
 
diff --git a/ai_agent_tutorials/ai_data_analysis_agent/ai_data_analyst.py b/ai_agent_tutorials/ai_data_analysis_agent/ai_data_analyst.py
index 24b3eeb..dcc8ce6 100644
--- a/ai_agent_tutorials/ai_data_analysis_agent/ai_data_analyst.py
+++ b/ai_agent_tutorials/ai_data_analysis_agent/ai_data_analyst.py
@@ -47,7 +47,7 @@ def preprocess_and_save(file):
         return None, None, None
 
 # Streamlit app
-st.title("Data Analyst Agent with Phidata")
+st.title("📊 Data Analyst Agent")
 
 # Sidebar for API keys
 with st.sidebar: