Update app.py

app.py

@@ -2,34 +2,37 @@ import streamlit as st
 import pandas as pd
 import random
 
+# Constants
+AI = '🤖'
+DATA = '📊'
+EMOJIS = ['🤣', '😂', '😜', '🤪', '😎', '🤔']
+
 # Magic commands
 st.set_page_config(page_title='Streamlit Super Power Cheat Sheet - Gamified')
-#st.set_option('deprecation.showfileUploaderEncoding', False)
+st.set_option('deprecation.showfileUploaderEncoding', False)
 
-# Define player cards
-player1 = [{'Word': 'Strategy', 'Definition': 'A plan of action designed to achieve a long-term or overall aim.'},
-           {'Word': 'Economics', 'Definition': 'The branch of knowledge concerned with the production, consumption, and transfer of wealth.'},
-           {'Word': 'Industry', 'Definition': 'Economic activity concerned with the processing of raw materials and manufacture of goods in factories.'}]
+# ------------------------- PLAYER CARDS -------------------------
+player1 = [
+    {'Word': 'Strategy', 'Definition': 'A plan of action designed to achieve a long-term or overall aim.'},
+    {'Word': 'Economics', 'Definition': 'The branch of knowledge concerned with the production, consumption, and transfer of wealth.'},
+    {'Word': 'Industry', 'Definition': 'Economic activity concerned with the processing of raw materials and manufacture of goods in factories.'}
+]
 
-player2 = [{'Word': 'Manufacturing', 'Definition': 'The making of articles on a large scale using machinery.'},
-           {'Word': 'Transportation', 'Definition': 'The action of transporting someone or something or the process of being transported.'},
-           {'Word': 'Community', 'Definition': 'A group of people living in the same place or having a particular characteristic in common.'}]
+player2 = [
+    {'Word': 'Manufacturing', 'Definition': 'The making of articles on a large scale using machinery.'},
+    {'Word': 'Transportation', 'Definition': 'The action of transporting someone or something or the process of being transported.'},
+    {'Word': 'Community', 'Definition': 'A group of people living in the same place or having a particular characteristic in common.'}
+]
 
-# Create dataframes for each player card
 df_player1 = pd.DataFrame(player1)
 df_player2 = pd.DataFrame(player2)
-
-# Merge the dataframes on word matches
 df_matches = pd.merge(df_player1, df_player2, on='Word')
 
-# Display the merged dataframe
 st.dataframe(df_matches)
 
-# Display the word match count
 match_count = df_matches.shape[0]
 st.write(f'Number of word matches: {match_count}')
 
-# Display a random word match
 if match_count > 0:
     random_match = df_matches.iloc[random.randint(0, match_count-1)]
     st.write(f'Random match: {random_match["Word"]}')
@@ -38,15 +41,7 @@ if match_count > 0:
 else:
     st.write('No word matches')
 
-# Emoji graphics
-AI = '🤖'
-DATA = '📊'
-EMOJIS = ['🤣', '😂', '😜', '🤪', '😎', '🤔']
-
-# strategy data
-import pandas as pd
-
-# Define the strategy classifications and their definitions
+# ------------------------- STRATEGY DATA -------------------------
 strategy_data = [
     {'Classification': 'Economic', 'Definition': '💰 The branch of knowledge concerned with the production, consumption, and transfer of wealth.'},
     {'Classification': 'Industry', 'Definition': '🏭 Economic activity concerned with the processing of raw materials and manufacture of goods in factories.'},
@@ -58,31 +53,15 @@ strategy_data = [
     {'Classification': 'Network', 'Definition': '🌐 A group of interconnected people, companies, or devices that share information or resources.'},
 ]
 
-st.markdown("""
-  Classification                                         Definition
-0       Economic  💰 The branch of knowledge concerned with the p...
-1        Industry  🏭 Economic activity concerned with the process...
-2   Manufacturing  🏭 The making of articles on a large scale usin...
-3     Development  🏗️ The process of growth, progress, or realiz...
-4       Transport  🚗 The movement of people, goods, or materials ...
-5          Income  💸 The money received by a person, company, or ...
-6          Market  📈 A regular gathering of people for the purcha...
-7         Network  🌐 A group of interconnected people, companies,...
-""")
-
-# Create a dataframe from the strategy data
 df_strategy = pd.DataFrame(strategy_data)
+st.dataframe(df_strategy)
 
-# Display the dataframe
-print(df_strategy)
-
-
-# Example AI data
+# ------------------------- AI DATA -------------------------
 ai_data = {'accuracy': 0.89, 'precision': 0.72, 'recall': 0.64, 'f1': 0.68}
-
-# One-liner functions
 st.write(f"{AI} I'm sorry Dave, I'm afraid I can't do that.")
 st.dataframe(pd.DataFrame(ai_data, index=['Model']))
+
+# ------------------------- ONE-LINER FUNCTIONS -------------------------
 st.table(pd.DataFrame(ai_data, index=['Model']))
 st.json({'foo':'bar', 'fu':'ba', 'ai_data': ai_data})
 st.metric(label="Model Accuracy", value=ai_data['accuracy'], delta=0.02)