Task 4

notebooks/Dashboard.py

@@ -0,0 +1,30 @@
+import streamlit as st
+import pandas as pd
+import matplotlib.pyplot as plt
+
+st.title('Slack Reaction Message')
+st.text('Channel Reaction Analysis')
+#st.title('Slack Messages for all data in week 8 and 9')
+#st.text('Channel Members Analysis')
+upload_file = st.file_uploader("Upload your file")
+
+if upload_file:
+    df = pd.read_csv(upload_file)
+    st.header('Data Header')
+    st.write(df.head())
+
+    st.header('Data Statistics')    
+    st.write(df.describe())  
+
+
+     # Print column names to check the actual names in the DataFrame
+    st.header('Column Names')
+    st.write(df.columns)
+    st.header('Barchart')
+    df = df[1:15]
+    fig, ax = plt.subplots(1, 1)
+    ax.bar(df['reaction_name'], df['reaction_count'])
+    ax.set_xlabel('reaction_name')
+    ax.set_ylabel('reaction_count')
+
+    st.pyplot(fig)