Smart Earning & Prediction Analytics

import time
import random
from collections import defaultdict

# Initial data (can be loaded from an API/database later)
data = [
    (1, "Small"),
    (2, "Small"),
    (3, "Big"),
    (4, "Small"),
    (5, "Small"),
    (6, "Big"),
    (7, "Big"),
    (8, "Big"),
    (9, "Small"),
    (10, "Small"),
]

# Function to predict the next outcome
def predict_next(data):
    last_results = [res for (period, res) in data[-5:]]  # Last 5 results
    
    # Count Big/Small occurrences
    big_count = last_results.count("Big")
    small_count = last_results.count("Small")
    
    # Check for streaks (e.g., 3+ same results in a row)
    current_streak = 1
    for i in range(len(last_results)-1, 0, -1):
        if last_results[i] == last_results[i-1]:
            current_streak += 1
        else:
            break
    
    # Rule 1: If one side dominates, predict the opposite
    if big_count >= 4:
        return "Small"
    elif small_count >= 4:
        return "Big"
    
    # Rule 2: If 3+ streak, predict a change
    if current_streak >= 3:
        return "Small" if last_results[-1] == "Big" else "Big"
    
    # Rule 3: If alternating pattern, continue
    if len(last_results) >= 3 and all(last_results[i] != last_results[i+1] for i in range(len(last_results)-1)):
        return "Small" if last_results[-1] == "Big" else "Big"
    
    # Default: Slightly favor the less frequent outcome
    return "Small" if big_count > small_count else "Big"

# Main program loop
while True:
    print("\n" + "="*50)
    print("🎯 92PKR PREDICTOR (Educational Use Only!)")
    print("="*50)
    
    # Simulate loading
    print("\n🔍 Analyzing past trends...")
    time.sleep(2)
    
    # Make prediction
    prediction = predict_next(data)
    print(f"\n📊 Prediction: **{prediction}**")
    
    # Ask user for actual result
    user_input = input("\n❓ Enter the actual result (Big/Small): ").strip().capitalize()
    
    # Validate input
    while user_input not in ["Big", "Small"]:
        print("⚠️ Invalid input! Please enter 'Big' or 'Small'.")
        user_input = input("❓ Enter the actual result (Big/Small): ").strip().capitalize()
    
    # Add to dataset
    new_period = len(data) + 1
    data.append((new_period, user_input))
    
    # Show accuracy (just for fun, not real stats)
    print(f"\n✅ Data updated! Total records: {len(data)}")
    
    # Ask to continue
    if input("\n🔄 Continue? (Y/N): ").strip().lower() != "y":
        print("\n🚪 Exiting...")
        break