Добавлены методы для получения аналитики пользователей в классе OracleDatabase, включая общую статистику, рост пользователей, анализ Premium пользователей, географию и активность. Обновлены обработчики колбеков в main.py для отображения соответствующих отчетов в админ-панели. Эти изменения улучшают функциональность аналитики и предоставляют администраторам более полное представление о пользователях.

db.py

@@ -472,3 +472,305 @@ class OracleDatabase:
         except Exception as e:
             print(f"Error saving payment log for user {user.id}: {e}")
             return False
+
+    # ==============================================
+    # USER ANALYTICS METHODS
+    # ==============================================
+
+    async def get_users_general_stats(self) -> dict:
+        """Общая статистика пользователей"""
+        def _get_stats():
+            with self._pool.acquire() as conn:
+                with conn.cursor() as cur:
+                    query = """
+                    SELECT 
+                        COUNT(*) as total_users,
+                        COUNT(CASE WHEN is_premium = 1 THEN 1 END) as premium_users,
+                        COUNT(CASE WHEN is_active = 1 THEN 1 END) as active_users,
+                        COUNT(CASE WHEN is_blocked = 1 THEN 1 END) as blocked_users,
+                        COUNT(CASE WHEN successful_payments_count > 0 THEN 1 END) as paying_users,
+                        SUM(total_payments) as total_revenue,
+                        SUM(successful_payments_count) as total_transactions,
+                        SUM(interaction_count) as total_interactions,
+                        AVG(interaction_count) as avg_interactions_per_user,
+                        COUNT(CASE WHEN last_interaction_date >= SYSDATE - 1 THEN 1 END) as active_24h,
+                        COUNT(CASE WHEN last_interaction_date >= SYSDATE - 7 THEN 1 END) as active_7d,
+                        COUNT(CASE WHEN last_interaction_date >= SYSDATE - 30 THEN 1 END) as active_30d
+                    FROM bot_users
+                    """
+                    cur.execute(query)
+                    result = cur.fetchone()
+                    
+                    return {
+                        "total_users": result[0] or 0,
+                        "premium_users": result[1] or 0,
+                        "active_users": result[2] or 0,
+                        "blocked_users": result[3] or 0,
+                        "paying_users": result[4] or 0,
+                        "total_revenue": float(result[5]) if result[5] else 0.0,
+                        "total_transactions": result[6] or 0,
+                        "total_interactions": result[7] or 0,
+                        "avg_interactions_per_user": round(float(result[8]), 2) if result[8] else 0.0,
+                        "active_24h": result[9] or 0,
+                        "active_7d": result[10] or 0,
+                        "active_30d": result[11] or 0
+                    }
+        
+        try:
+            import asyncio
+            loop = asyncio.get_event_loop()
+            return await loop.run_in_executor(None, _get_stats)
+        except Exception as e:
+            print(f"Error getting general user stats: {e}")
+            return {}
+
+    async def get_users_growth_stats(self) -> dict:
+        """Статистика роста пользователей"""
+        def _get_stats():
+            with self._pool.acquire() as conn:
+                with conn.cursor() as cur:
+                    query = """
+                    SELECT 
+                        COUNT(CASE WHEN created_at >= SYSDATE - 1 THEN 1 END) as new_today,
+                        COUNT(CASE WHEN created_at >= SYSDATE - 7 THEN 1 END) as new_week,
+                        COUNT(CASE WHEN created_at >= SYSDATE - 30 THEN 1 END) as new_month,
+                        COUNT(CASE WHEN created_at >= SYSDATE - 365 THEN 1 END) as new_year,
+                        TO_CHAR(MIN(created_at), 'DD.MM.YYYY') as first_user_date,
+                        ROUND((SYSDATE - MIN(created_at))) as days_since_start
+                    FROM bot_users
+                    """
+                    cur.execute(query)
+                    result = cur.fetchone()
+                    
+                    # Получаем рост по дням за последние 30 дней
+                    daily_query = """
+                    SELECT 
+                        TO_CHAR(created_at, 'DD.MM') as day,
+                        COUNT(*) as count
+                    FROM bot_users 
+                    WHERE created_at >= SYSDATE - 30
+                    GROUP BY TO_CHAR(created_at, 'DD.MM'), TRUNC(created_at)
+                    ORDER BY TRUNC(created_at) DESC
+                    """
+                    cur.execute(daily_query)
+                    daily_growth = cur.fetchall()
+                    
+                    return {
+                        "new_today": result[0] or 0,
+                        "new_week": result[1] or 0,
+                        "new_month": result[2] or 0,
+                        "new_year": result[3] or 0,
+                        "first_user_date": result[4] or "N/A",
+                        "days_since_start": result[5] or 0,
+                        "daily_growth": daily_growth[:10] if daily_growth else []
+                    }
+        
+        try:
+            import asyncio
+            loop = asyncio.get_event_loop()
+            return await loop.run_in_executor(None, _get_stats)
+        except Exception as e:
+            print(f"Error getting growth stats: {e}")
+            return {}
+
+    async def get_users_premium_stats(self) -> dict:
+        """Анализ Premium пользователей"""
+        def _get_stats():
+            with self._pool.acquire() as conn:
+                with conn.cursor() as cur:
+                    query = """
+                    SELECT 
+                        COUNT(CASE WHEN is_premium = 1 THEN 1 END) as premium_users,
+                        COUNT(CASE WHEN is_premium = 0 THEN 1 END) as regular_users,
+                        AVG(CASE WHEN is_premium = 1 THEN total_payments END) as premium_avg_payment,
+                        AVG(CASE WHEN is_premium = 0 THEN total_payments END) as regular_avg_payment,
+                        AVG(CASE WHEN is_premium = 1 THEN interaction_count END) as premium_avg_interactions,
+                        AVG(CASE WHEN is_premium = 0 THEN interaction_count END) as regular_avg_interactions,
+                        COUNT(CASE WHEN is_premium = 1 AND successful_payments_count > 0 THEN 1 END) as premium_paying,
+                        COUNT(CASE WHEN is_premium = 0 AND successful_payments_count > 0 THEN 1 END) as regular_paying
+                    FROM bot_users
+                    WHERE is_active = 1
+                    """
+                    cur.execute(query)
+                    result = cur.fetchone()
+                    
+                    premium_total = result[0] or 0
+                    regular_total = result[1] or 0
+                    
+                    return {
+                        "premium_users": premium_total,
+                        "regular_users": regular_total,
+                        "premium_percentage": round((premium_total / (premium_total + regular_total) * 100), 2) if (premium_total + regular_total) > 0 else 0,
+                        "premium_avg_payment": round(float(result[2]), 2) if result[2] else 0.0,
+                        "regular_avg_payment": round(float(result[3]), 2) if result[3] else 0.0,
+                        "premium_avg_interactions": round(float(result[4]), 2) if result[4] else 0.0,
+                        "regular_avg_interactions": round(float(result[5]), 2) if result[5] else 0.0,
+                        "premium_paying": result[6] or 0,
+                        "regular_paying": result[7] or 0,
+                        "premium_conversion": round((result[6] / premium_total * 100), 2) if premium_total > 0 else 0,
+                        "regular_conversion": round((result[7] / regular_total * 100), 2) if regular_total > 0 else 0
+                    }
+        
+        try:
+            import asyncio
+            loop = asyncio.get_event_loop()
+            return await loop.run_in_executor(None, _get_stats)
+        except Exception as e:
+            print(f"Error getting premium stats: {e}")
+            return {}
+
+    async def get_users_geography_stats(self) -> dict:
+        """География пользователей"""
+        def _get_stats():
+            with self._pool.acquire() as conn:
+                with conn.cursor() as cur:
+                    # Топ языков
+                    lang_query = """
+                    SELECT 
+                        COALESCE(language_code, 'unknown') as language,
+                        COUNT(*) as count,
+                        ROUND(COUNT(*) * 100.0 / (SELECT COUNT(*) FROM bot_users), 2) as percentage
+                    FROM bot_users
+                    GROUP BY language_code
+                    ORDER BY COUNT(*) DESC
+                    """
+                    cur.execute(lang_query)
+                    languages = cur.fetchall()
+                    
+                    # Статистика источников регистрации
+                    source_query = """
+                    SELECT 
+                        registration_source,
+                        COUNT(*) as count
+                    FROM bot_users
+                    GROUP BY registration_source
+                    ORDER BY COUNT(*) DESC
+                    """
+                    cur.execute(source_query)
+                    sources = cur.fetchall()
+                    
+                    return {
+                        "top_languages": languages[:10] if languages else [],
+                        "total_languages": len(languages) if languages else 0,
+                        "registration_sources": sources if sources else []
+                    }
+        
+        try:
+            import asyncio
+            loop = asyncio.get_event_loop()
+            return await loop.run_in_executor(None, _get_stats)
+        except Exception as e:
+            print(f"Error getting geography stats: {e}")
+            return {}
+
+    async def get_users_activity_stats(self) -> dict:
+        """Анализ активности пользователей"""
+        def _get_stats():
+            with self._pool.acquire() as conn:
+                with conn.cursor() as cur:
+                    # Активность за разные периоды
+                    activity_query = """
+                    SELECT 
+                        COUNT(CASE WHEN last_interaction_date >= SYSDATE - 1 THEN 1 END) as active_1d,
+                        COUNT(CASE WHEN last_interaction_date >= SYSDATE - 3 THEN 1 END) as active_3d,
+                        COUNT(CASE WHEN last_interaction_date >= SYSDATE - 7 THEN 1 END) as active_7d,
+                        COUNT(CASE WHEN last_interaction_date >= SYSDATE - 14 THEN 1 END) as active_14d,
+                        COUNT(CASE WHEN last_interaction_date >= SYSDATE - 30 THEN 1 END) as active_30d,
+                        COUNT(CASE WHEN last_interaction_date < SYSDATE - 30 THEN 1 END) as inactive_30d
+                    FROM bot_users
+                    WHERE is_active = 1
+                    """
+                    cur.execute(activity_query)
+                    activity = cur.fetchone()
+                    
+                    # Распределение по количеству взаимодействий
+                    interaction_query = """
+                    SELECT 
+                        CASE 
+                            WHEN interaction_count = 1 THEN 'Новички (1)'
+                            WHEN interaction_count BETWEEN 2 AND 5 THEN 'Начинающие (2-5)'
+                            WHEN interaction_count BETWEEN 6 AND 20 THEN 'Активные (6-20)'
+                            WHEN interaction_count BETWEEN 21 AND 100 THEN 'Постоянные (21-100)'
+                            ELSE 'Суперактивные (100+)'
+                        END as category,
+                        COUNT(*) as count
+                    FROM bot_users
+                    WHERE is_active = 1
+                    GROUP BY 
+                        CASE 
+                            WHEN interaction_count = 1 THEN 'Новички (1)'
+                            WHEN interaction_count BETWEEN 2 AND 5 THEN 'Начинающие (2-5)'
+                            WHEN interaction_count BETWEEN 6 AND 20 THEN 'Активные (6-20)'
+                            WHEN interaction_count BETWEEN 21 AND 100 THEN 'Постоянные (21-100)'
+                            ELSE 'Суперактивные (100+)'
+                        END
+                    ORDER BY COUNT(*) DESC
+                    """
+                    cur.execute(interaction_query)
+                    interactions = cur.fetchall()
+                    
+                    return {
+                        "active_1d": activity[0] or 0,
+                        "active_3d": activity[1] or 0,
+                        "active_7d": activity[2] or 0,
+                        "active_14d": activity[3] or 0,
+                        "active_30d": activity[4] or 0,
+                        "inactive_30d": activity[5] or 0,
+                        "interaction_distribution": interactions if interactions else []
+                    }
+        
+        try:
+            import asyncio
+            loop = asyncio.get_event_loop()
+            return await loop.run_in_executor(None, _get_stats)
+        except Exception as e:
+            print(f"Error getting activity stats: {e}")
+            return {}
+
+    async def get_users_sources_stats(self) -> dict:
+        """Анализ источников пользователей"""
+        def _get_stats():
+            with self._pool.acquire() as conn:
+                with conn.cursor() as cur:
+                    # Статистика по источникам
+                    sources_query = """
+                    SELECT 
+                        registration_source,
+                        COUNT(*) as total_users,
+                        COUNT(CASE WHEN successful_payments_count > 0 THEN 1 END) as paying_users,
+                        AVG(total_payments) as avg_revenue,
+                        AVG(interaction_count) as avg_interactions,
+                        COUNT(CASE WHEN created_at >= SYSDATE - 30 THEN 1 END) as new_last_30d
+                    FROM bot_users
+                    GROUP BY registration_source
+                    ORDER BY COUNT(*) DESC
+                    """
+                    cur.execute(sources_query)
+                    sources = cur.fetchall()
+                    
+                    # Топ реферальные источники (если есть)
+                    referral_query = """
+                    SELECT 
+                        registration_source,
+                        COUNT(*) as count
+                    FROM bot_users
+                    WHERE registration_source NOT IN ('bot', 'direct', 'unknown')
+                    GROUP BY registration_source
+                    ORDER BY COUNT(*) DESC
+                    FETCH FIRST 10 ROWS ONLY
+                    """
+                    cur.execute(referral_query)
+                    referrals = cur.fetchall()
+                    
+                    return {
+                        "source_breakdown": sources if sources else [],
+                        "top_referrals": referrals if referrals else []
+                    }
+        
+        try:
+            import asyncio
+            loop = asyncio.get_event_loop()
+            return await loop.run_in_executor(None, _get_stats)
+        except Exception as e:
+            print(f"Error getting sources stats: {e}")
+            return {}

main.py

@@ -671,37 +671,494 @@ async def admin_stats_callback(callback: CallbackQuery, db: OracleDatabase = Non
     # Сохраняем данные пользователя при нажатии кнопки админки
     await database.save_user(callback.from_user, "admin_stats_button")
     
+    # Формируем меню админ панели с категориями отчетов
+    admin_menu_text = """🔧 **Admin Dashboard**
+
+Выберите категорию отчетов для анализа:
+
+📊 **Доступные отчеты:**
+• Пользовательская аналитика
+• Финансовая аналитика  
+• Техническая аналитика
+• Операционные отчеты
+• Бизнес-аналитика
+
+💡 Выберите интересующую категорию ниже:"""
+    
+    # Создаем кнопки для категорий отчетов
+    builder = InlineKeyboardBuilder()
+    builder.button(text="👥 Пользователи", callback_data="admin_users")
+    builder.button(text="💰 Финансы", callback_data="admin_finance")
+    builder.adjust(2)
+    builder.button(text="🔍 Техническая", callback_data="admin_technical") 
+    builder.button(text="⚡ Операционная", callback_data="admin_operations")
+    builder.adjust(2)
+    builder.button(text="📈 Бизнес-аналитика", callback_data="admin_business")
+    builder.button(text="🏠 Main Menu", callback_data="main_menu")
+    builder.adjust(1, 1)
+    
+    await callback.message.answer(admin_menu_text, reply_markup=builder.as_markup(), parse_mode="Markdown")
+    await callback.answer()
+
+
+# ==============================================
+# ADMIN REPORTS CALLBACKS
+# ==============================================
+
+@dp.callback_query(lambda c: c.data == "admin_users")
+async def admin_users_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Пользовательская аналитика"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    menu_text = """👥 **Пользовательская аналитика**
+
+Выберите тип отчета:"""
+    
+    builder = InlineKeyboardBuilder()
+    builder.button(text="📊 Общая статистика", callback_data="admin_users_general")
+    builder.button(text="📈 Рост пользователей", callback_data="admin_users_growth")
+    builder.adjust(2)
+    builder.button(text="👑 Premium анализ", callback_data="admin_users_premium")
+    builder.button(text="🌍 География", callback_data="admin_users_geo")
+    builder.adjust(2)
+    builder.button(text="⚡ Активность", callback_data="admin_users_activity")
+    builder.button(text="📋 Источники", callback_data="admin_users_sources")
+    builder.adjust(2)
+    builder.button(text="🔙 Назад", callback_data="admin_stats")
+    builder.adjust(1)
+    
+    await callback.message.answer(menu_text, reply_markup=builder.as_markup(), parse_mode="Markdown")
+    await callback.answer()
+
+
+@dp.callback_query(lambda c: c.data == "admin_finance")
+async def admin_finance_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Финансовая аналитика"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    menu_text = """💰 **Финансовая аналитика**
+
+Выберите тип отчета:"""
+    
+    builder = InlineKeyboardBuilder()
+    builder.button(text="💵 Доходы", callback_data="admin_finance_revenue")
+    builder.button(text="📊 По услугам", callback_data="admin_finance_services")
+    builder.adjust(2)
+    builder.button(text="🔄 Конверсия", callback_data="admin_finance_conversion")
+    builder.button(text="↩️ Возвраты", callback_data="admin_finance_refunds")
+    builder.adjust(2)
+    builder.button(text="💳 Транзакции", callback_data="admin_finance_transactions")
+    builder.button(text="🎯 Эффективность", callback_data="admin_finance_efficiency")
+    builder.adjust(2)
+    builder.button(text="🔙 Назад", callback_data="admin_stats")
+    builder.adjust(1)
+    
+    await callback.message.answer(menu_text, reply_markup=builder.as_markup(), parse_mode="Markdown")
+    await callback.answer()
+
+
+@dp.callback_query(lambda c: c.data == "admin_technical")
+async def admin_technical_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Техническая аналитика"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    menu_text = """🔍 **Техническая аналитика**
+
+Выберите тип отчета:"""
+    
+    builder = InlineKeyboardBuilder()
+    builder.button(text="🚗 Популярные авто", callback_data="admin_tech_popular")
+    builder.button(text="📅 Тренды годов", callback_data="admin_tech_years")
+    builder.adjust(2)
+    builder.button(text="🗺️ География ДТП", callback_data="admin_tech_geography")
+    builder.button(text="💥 Типы повреждений", callback_data="admin_tech_damages")
+    builder.adjust(2)
+    builder.button(text="📊 Качество данных", callback_data="admin_tech_quality")
+    builder.button(text="📸 Статистика фото", callback_data="admin_tech_photos")
+    builder.adjust(2)
+    builder.button(text="🔙 Назад", callback_data="admin_stats")
+    builder.adjust(1)
+    
+    await callback.message.answer(menu_text, reply_markup=builder.as_markup(), parse_mode="Markdown")
+    await callback.answer()
+
+
+@dp.callback_query(lambda c: c.data == "admin_operations")
+async def admin_operations_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Операционные отчеты"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    menu_text = """⚡ **Операционные отчеты**
+
+Выберите тип отчета:"""
+    
+    builder = InlineKeyboardBuilder()
+    builder.button(text="⏱️ Производительность", callback_data="admin_ops_performance")
+    builder.button(text="🚨 Ошибки системы", callback_data="admin_ops_errors")
+    builder.adjust(2)
+    builder.button(text="📈 Нагрузка", callback_data="admin_ops_load")
+    builder.button(text="🏪 Аукционы", callback_data="admin_ops_auctions")
+    builder.adjust(2)
+    builder.button(text="🔍 Проблемные VIN", callback_data="admin_ops_problem_vins")
+    builder.button(text="👀 Мониторинг", callback_data="admin_ops_monitoring")
+    builder.adjust(2)
+    builder.button(text="🔙 Назад", callback_data="admin_stats")
+    builder.adjust(1)
+    
+    await callback.message.answer(menu_text, reply_markup=builder.as_markup(), parse_mode="Markdown")
+    await callback.answer()
+
+
+@dp.callback_query(lambda c: c.data == "admin_business")
+async def admin_business_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Бизнес-аналитика"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    menu_text = """📈 **Бизнес-аналитика**
+
+Выберите тип отчета:"""
+    
+    builder = InlineKeyboardBuilder()
+    builder.button(text="📊 Тренды", callback_data="admin_biz_trends")
+    builder.button(text="🔮 Прогнозы", callback_data="admin_biz_forecasts")
+    builder.adjust(2)
+    builder.button(text="🌍 Регионы роста", callback_data="admin_biz_regions")
+    builder.button(text="💎 Монетизация", callback_data="admin_biz_monetization")
+    builder.adjust(2)
+    builder.button(text="🎯 Оптимизация", callback_data="admin_biz_optimization")
+    builder.button(text="💡 Рекомендации", callback_data="admin_biz_recommendations")
+    builder.adjust(2)
+    builder.button(text="🔙 Назад", callback_data="admin_stats")
+    builder.adjust(1)
+    
+    await callback.message.answer(menu_text, reply_markup=builder.as_markup(), parse_mode="Markdown")
+    await callback.answer()
+
+
+# ==============================================
+# USER ANALYTICS REPORT HANDLERS
+# ==============================================
+
+@dp.callback_query(lambda c: c.data == "admin_users_general")
+async def admin_users_general_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Общая статистика пользователей"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
     try:
-        # Получаем общую статистику
+        stats = await database.get_users_general_stats()
-        stats = await database.get_users_summary()
         
-        # Формируем отчет
+        report = f"""📊 **Общая статистика пользователей**
-        report = f"""📊 **Bot Users Statistics**
 
-👥 **Users Overview:**
+👥 **Пользователи:**
-• Total users: {stats.get('total_users', 0)}
+• Всего пользователей: **{stats['total_users']:,}**
-• Premium users: {stats.get('premium_users', 0)}
+• Активных: **{stats['active_users']:,}** ({round(stats['active_users']/stats['total_users']*100, 1) if stats['total_users'] > 0 else 0}%)
+• Premium: **{stats['premium_users']:,}** ({round(stats['premium_users']/stats['total_users']*100, 1) if stats['total_users'] > 0 else 0}%)
+• Заблокированных: **{stats['blocked_users']:,}**
 
-💰 **Revenue:**
+💰 **Монетизация:**
-• Total revenue: {stats.get('total_revenue', 0)} ⭐️
+• Платящих пользователей: **{stats['paying_users']:,}**
-• Total transactions: {stats.get('total_transactions', 0)}
+• Конверсия в покупку: **{round(stats['paying_users']/stats['total_users']*100, 2) if stats['total_users'] > 0 else 0}%**
+• Общая выручка: **{stats['total_revenue']:,.0f}** ⭐️
+• Всего транзакций: **{stats['total_transactions']:,}**
 
-📈 **Activity:**
+⚡ **Активность:**
-• Active last 24h: {stats.get('active_last_24h', 0)}
+• За 24 часа: **{stats['active_24h']:,}**
-• Active last week: {stats.get('active_last_week', 0)}
+• За 7 дней: **{stats['active_7d']:,}**
+• За 30 дней: **{stats['active_30d']:,}**
+• Всего взаимодействий: **{stats['total_interactions']:,}**
+• Среднее на пользователя: **{stats['avg_interactions_per_user']:.1f}**
 
-📅 **Generated:** {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}"""
+📅 **Сгенерировано:** {datetime.now().strftime('%d.%m.%Y %H:%M')}"""
         
-        # Создаем кнопку возврата в главное меню
         builder = InlineKeyboardBuilder()
-        builder.button(text="🏠 Back to Main Menu", callback_data="main_menu")
+        builder.button(text="🔙 Назад", callback_data="admin_users")
+        builder.button(text="🏠 Main Menu", callback_data="main_menu")
+        builder.adjust(2)
         
         await callback.message.answer(report, reply_markup=builder.as_markup(), parse_mode="Markdown")
         await callback.answer()
         
     except Exception as e:
-        logging.error(f"Error generating admin stats via callback: {e}")
+        logging.error(f"Error generating general user stats: {e}")
-        await callback.answer("❌ Error generating statistics. Please try again later.", show_alert=True)
+        await callback.answer("❌ Ошибка генерации отчета", show_alert=True)
+
+
+@dp.callback_query(lambda c: c.data == "admin_users_growth")
+async def admin_users_growth_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Статистика роста пользователей"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    try:
+        stats = await database.get_users_growth_stats()
+        
+        # Формируем график роста за последние дни
+        daily_chart = ""
+        if stats['daily_growth']:
+            daily_chart = "\n📈 **Рост по дням (последние 10):**\n"
+            for day, count in stats['daily_growth']:
+                daily_chart += f"• {day}: **{count}** новых\n"
+        
+        report = f"""📈 **Рост пользователей**
+
+🆕 **Новые пользователи:**
+• Сегодня: **{stats['new_today']:,}**
+• За неделю: **{stats['new_week']:,}**
+• За месяц: **{stats['new_month']:,}**
+• За год: **{stats['new_year']:,}**
+
+📊 **Общая статистика:**
+• Первый пользователь: **{stats['first_user_date']}**
+• Дней с запуска: **{stats['days_since_start']:,}**
+• Средний рост в день: **{round(stats['new_year']/365, 1) if stats['days_since_start'] > 0 else 0}**
+
+{daily_chart}
+
+📅 **Сгенерировано:** {datetime.now().strftime('%d.%m.%Y %H:%M')}"""
+        
+        builder = InlineKeyboardBuilder()
+        builder.button(text="🔙 Назад", callback_data="admin_users")
+        builder.button(text="🏠 Main Menu", callback_data="main_menu")
+        builder.adjust(2)
+        
+        await callback.message.answer(report, reply_markup=builder.as_markup(), parse_mode="Markdown")
+        await callback.answer()
+        
+    except Exception as e:
+        logging.error(f"Error generating growth stats: {e}")
+        await callback.answer("❌ Ошибка генерации отчета", show_alert=True)
+
+
+@dp.callback_query(lambda c: c.data == "admin_users_premium")
+async def admin_users_premium_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Анализ Premium пользователей"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    try:
+        stats = await database.get_users_premium_stats()
+        
+        report = f"""👑 **Premium анализ**
+
+📊 **Распределение пользователей:**
+• Premium: **{stats['premium_users']:,}** ({stats['premium_percentage']:.1f}%)
+• Обычные: **{stats['regular_users']:,}** ({100-stats['premium_percentage']:.1f}%)
+
+💰 **Средние платежи:**
+• Premium пользователи: **{stats['premium_avg_payment']:.1f}** ⭐️
+• Обычные пользователи: **{stats['regular_avg_payment']:.1f}** ⭐️
+• Разница: **{stats['premium_avg_payment'] - stats['regular_avg_payment']:.1f}** ⭐️
+
+⚡ **Активность:**
+• Premium - взаимодействий: **{stats['premium_avg_interactions']:.1f}**
+• Обычные - взаимодействий: **{stats['regular_avg_interactions']:.1f}**
+
+🎯 **Конверсия в покупки:**
+• Premium пользователи: **{stats['premium_conversion']:.1f}%** ({stats['premium_paying']}/{stats['premium_users']})
+• Обычные пользователи: **{stats['regular_conversion']:.1f}%** ({stats['regular_paying']}/{stats['regular_users']})
+
+💡 **Вывод:** Premium пользователи платят в **{round(stats['premium_avg_payment']/stats['regular_avg_payment'], 1) if stats['regular_avg_payment'] > 0 else 0}х** раз больше и в **{round(stats['premium_conversion']/stats['regular_conversion'], 1) if stats['regular_conversion'] > 0 else 0}х** раз чаще покупают услуги.
+
+📅 **Сгенерировано:** {datetime.now().strftime('%d.%m.%Y %H:%M')}"""
+        
+        builder = InlineKeyboardBuilder()
+        builder.button(text="🔙 Назад", callback_data="admin_users")
+        builder.button(text="🏠 Main Menu", callback_data="main_menu")
+        builder.adjust(2)
+        
+        await callback.message.answer(report, reply_markup=builder.as_markup(), parse_mode="Markdown")
+        await callback.answer()
+        
+    except Exception as e:
+        logging.error(f"Error generating premium stats: {e}")
+        await callback.answer("❌ Ошибка генерации отчета", show_alert=True)
+
+
+@dp.callback_query(lambda c: c.data == "admin_users_geo")
+async def admin_users_geo_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """География пользователей"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    try:
+        stats = await database.get_users_geography_stats()
+        
+        # Топ языков с экранированием специальных символов
+        languages_text = ""
+        if stats['top_languages']:
+            languages_text = "\n🌍 <b>Топ языков:</b>\n"
+            for lang, count, percentage in stats['top_languages']:
+                # Экранируем потенциально проблемные символы
+                safe_lang = str(lang).replace('&', '&amp;').replace('<', '&lt;').replace('>', '&gt;')
+                flag = {"ru": "🇷🇺", "en": "🇺🇸", "uk": "🇺🇦", "de": "🇩🇪", "fr": "🇫🇷", "es": "🇪🇸", "it": "🇮🇹"}.get(lang, "🌐")
+                languages_text += f"• {flag} {safe_lang}: <b>{count:,}</b> ({percentage}%)\n"
+        
+        # Источники регистрации
+        sources_text = ""
+        if stats['registration_sources']:
+            sources_text = "\n📱 <b>Источники регистрации:</b>\n"
+            for source, count in stats['registration_sources']:
+                safe_source = str(source).replace('&', '&amp;').replace('<', '&lt;').replace('>', '&gt;')
+                sources_text += f"• {safe_source}: <b>{count:,}</b>\n"
+        
+        report = f"""🌍 <b>География пользователей</b>
+
+📊 <b>Языковая статистика:</b>
+• Всего языков: <b>{stats['total_languages']}</b>
+
+{languages_text}
+
+{sources_text}
+
+📅 <b>Сгенерировано:</b> {datetime.now().strftime('%d.%m.%Y %H:%M')}"""
+        
+        builder = InlineKeyboardBuilder()
+        builder.button(text="🔙 Назад", callback_data="admin_users")
+        builder.button(text="🏠 Main Menu", callback_data="main_menu")
+        builder.adjust(2)
+        
+        await callback.message.answer(report, reply_markup=builder.as_markup(), parse_mode="HTML")
+        await callback.answer()
+        
+    except Exception as e:
+        logging.error(f"Error generating geography stats: {e}")
+        await callback.answer("❌ Ошибка генерации отчета", show_alert=True)
+
+
+@dp.callback_query(lambda c: c.data == "admin_users_activity")
+async def admin_users_activity_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Анализ активности пользователей"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    try:
+        stats = await database.get_users_activity_stats()
+        
+        # Распределение по активности
+        activity_text = ""
+        if stats['interaction_distribution']:
+            activity_text = "\n👥 **Распределение по активности:**\n"
+            for category, count in stats['interaction_distribution']:
+                activity_text += f"• {category}: **{count:,}**\n"
+        
+        report = f"""⚡ **Анализ активности**
+
+📊 **Активность по периодам:**
+• За 1 день: **{stats['active_1d']:,}**
+• За 3 дня: **{stats['active_3d']:,}**
+• За 7 дней: **{stats['active_7d']:,}**
+• За 14 дней: **{stats['active_14d']:,}**
+• За 30 дней: **{stats['active_30d']:,}**
+• Неактивны 30+ дней: **{stats['inactive_30d']:,}**
+
+📈 **Retention Rate:**
+• 1 день: **{round(stats['active_1d']/stats['active_30d']*100, 1) if stats['active_30d'] > 0 else 0}%**
+• 7 дней: **{round(stats['active_7d']/stats['active_30d']*100, 1) if stats['active_30d'] > 0 else 0}%**
+• 14 дней: **{round(stats['active_14d']/stats['active_30d']*100, 1) if stats['active_30d'] > 0 else 0}%**
+
+{activity_text}
+
+📅 **Сгенерировано:** {datetime.now().strftime('%d.%m.%Y %H:%M')}"""
+        
+        builder = InlineKeyboardBuilder()
+        builder.button(text="🔙 Назад", callback_data="admin_users")
+        builder.button(text="🏠 Main Menu", callback_data="main_menu")
+        builder.adjust(2)
+        
+        await callback.message.answer(report, reply_markup=builder.as_markup(), parse_mode="Markdown")
+        await callback.answer()
+        
+    except Exception as e:
+        logging.error(f"Error generating activity stats: {e}")
+        await callback.answer("❌ Ошибка генерации отчета", show_alert=True)
+
+
+@dp.callback_query(lambda c: c.data == "admin_users_sources")
+async def admin_users_sources_callback(callback: CallbackQuery, db: OracleDatabase = None):
+    """Анализ источников пользователей"""
+    database = db or oracle_db
+    
+    if callback.from_user.id != ADMIN_USER_ID:
+        await callback.answer("❌ Access denied.", show_alert=True)
+        return
+    
+    try:
+        stats = await database.get_users_sources_stats()
+        
+        # Основные источники
+        sources_text = ""
+        if stats['source_breakdown']:
+            sources_text = "\n📊 **Источники пользователей:**\n"
+            for source, total, paying, revenue, interactions, new_30d in stats['source_breakdown']:
+                conversion = round(paying/total*100, 1) if total > 0 else 0
+                avg_revenue = round(revenue, 1) if revenue else 0
+                avg_int = round(interactions, 1) if interactions else 0
+                sources_text += f"• **{source}**: {total:,} чел. (конв: {conversion}%, ср.доход: {avg_revenue}⭐, активность: {avg_int}, новых за 30д: {new_30d})\n"
+        
+        # Реферальные источники
+        referrals_text = ""
+        if stats['top_referrals']:
+            referrals_text = "\n🔗 **Топ реферальные источники:**\n"
+            for source, count in stats['top_referrals']:
+                referrals_text += f"• {source}: **{count:,}**\n"
+        
+        report = f"""📋 **Источники пользователей**
+
+{sources_text}
+
+{referrals_text}
+
+💡 **Анализ:** Наиболее эффективными являются источники с высокой конверсией в покупки и средним доходом на пользователя.
+
+📅 **Сгенерировано:** {datetime.now().strftime('%d.%m.%Y %H:%M')}"""
+        
+        builder = InlineKeyboardBuilder()
+        builder.button(text="🔙 Назад", callback_data="admin_users")
+        builder.button(text="🏠 Main Menu", callback_data="main_menu")
+        builder.adjust(2)
+        
+        await callback.message.answer(report, reply_markup=builder.as_markup(), parse_mode="Markdown")
+        await callback.answer()
+        
+    except Exception as e:
+        logging.error(f"Error generating sources stats: {e}")
+        await callback.answer("❌ Ошибка генерации отчета", show_alert=True)
 
 
 @dp.callback_query(lambda c: c.data and c.data.startswith("pay_detailed_info:"))