The dataset contains information on various electronic products projected for the year 2024, including their anticipated demand, growth rates, and market trends across different regions. It is designed to analyze market dynamics in the electronics industry and understand consumer preferences based on product category and region.
| Product_ID | Product_Name | Category | Region | Year | Projected_Demand | Growth_Rate | Market_Trend |
|---|---|---|---|---|---|---|---|
| 1 | Smartphone A | Electronics | North America | 2024 | 15000000 | 5% | Increasing Connectivity |
| 2 | Smartphone B | Electronics | Europe | 2024 | 12000000 | 4% | Premium Features |
| 3 | Laptop X | Electronics | North America | 2024 | 10000000 | 3% | Remote Work Solutions |
| 4 | Laptop Y | Electronics | Asia | 2024 | 8000000 | 6% | Education Sector Growth |
| 5 | Tablet Z | Electronics | Europe | 2024 | 7000000 | 4% | Portable Entertainment |
| 6 | Headphones Alpha | Audio | North America | 2024 | 5000000 | 8% | Noise Cancelling Demand |
| 7 | Headphones Beta | Audio | Asia | 2024 | 4000000 | 7% | Workout Trends |
| 8 | Smartwatch Omega | Wearables | North America | 2024 | 6000000 | 6% | Health Monitoring |
| 9 | Smartwatch Delta | Wearables | Europe | 2024 | 3000000 | 5% | Fitness Tracking |
| 10 | Television X1 | Home Appliances | North America | 2024 | 2000000 | 2% | Smart Home Integration |
| 11 | Television Y1 | Home Appliances | Asia | 2024 | 2500000 | 3% | 4K UHD Popularity |
| 12 | Refrigerator Model A | Home Appliances | North America | 2024 | 900000 | 2% | Energy Efficiency |
| 13 | Washing Machine Model B | Home Appliances | Europe | 2024 | 850000 | 2% | Smart Features |
| 14 | Air Conditioner Model C | Home Appliances | Asia | 2024 | 700000 | 5% | Health Awareness |
| 15 | Vacuum Cleaner Model D | Home Appliances | North America | 2024 | 450000 | 4% | Robotics Trend |
| 16 | LED Light Bulb E | Home Improvement | North America | 2024 | 1000000 | 10% | Sustainability |
| 17 | Lawn Mower F | Home Improvement | Europe | 2024 | 600000 | 3% | Smart Gardening |
| 18 | Power Tool G | Home Improvement | North America | 2024 | 800000 | 2% | DIY Projects |
| 19 | Kitchen Appliance H | Home Improvement | Asia | 2024 | 500000 | 4% | Smart Cooking |
| 20 | Coffee Maker I | Home Appliances | North America | 2024 | 700000 | 3% | Remote Brewing |
| 21 | Air Fryer J | Home Appliances | Europe | 2024 | 400000 | 5% | Healthy Cooking |
| 22 | Protein Powder K | Health | North America | 2024 | 2000000 | 8% | Fitness and Nutrition |
| 23 | Vitamins L | Health | Asia | 2024 | 1500000 | 7% | Health Maintenance |
| 24 | Workout Equipment M | Health | Europe | 2024 | 1200000 | 5% | Home Fitness |
| 25 | Yoga Mat N | Health | North America | 2024 | 1800000 | 4% | Mindfulness Trends |
| 26 | Gaming Console O | Electronics | North America | 2024 | 2500000 | 6% | Gaming Evolution |
| 27 | Video Game P | Entertainment | Asia | 2024 | 3000000 | 5% | E-Sports Growth |
| 28 | Streaming Subscription Q | Entertainment | North America | 2024 | 5000000 | 9% | Subscription Services |
| 29 | Books R | Media | Europe | 2024 | 2000000 | 2% | E-Book Popularity |
| 30 | Fashion Item S | Fashion | North America | 2024 | 3000000 | 10% | Sustainable Fashion |
| 31 | Footwear T | Fashion | Asia | 2024 | 4000000 | 5% | Athleisure Trend |
| 32 | Accessories U | Fashion | Europe | 2024 | 1500000 | 4% | Luxury Market Growth |
| 33 | Perfume V | Beauty | North America | 2024 | 800000 | 3% | Personal Care |
| 34 | Cosmetics W | Beauty | Asia | 2024 | 900000 | 5% | Natural Ingredients |
| 35 | Skin Care X | Beauty | Europe | 2024 | 700000 | 6% | Wellness Trends |
| 36 | Beverage Y | Food & Drink | North America | 2024 | 5000000 | 9% | Health-Conscious Choices |
| 37 | Snack Z | Food & Drink | Asia | 2024 | 3000000 | 5% | Convenience Foods |
| 38 | Frozen Food A1 | Food & Drink | Europe | 2024 | 2500000 | 4% | Quick Meals |
| 39 | Organic Food B1 | Food & Drink | North America | 2024 | 1200000 | 6% | Sustainable Eating |
| 40 | Pet Food C1 | Pets | Europe | 2024 | 900000 | 7% | Premium Pet Care |
| 41 | Pet Toy D1 | Pets | Asia | 2024 | 600000 | 5% | Humanization of Pets |
| 42 | Pet Care E1 | Pets | North America | 2024 | 800000 | 4% | Health-Conscious Purchases |
| 43 | Automotive Part F1 | Automotive | North America | 2024 | 1500000 | 3% | EV Demand Growth |
| 44 | Electric Vehicle G1 | Automotive | Europe | 2024 | 400000 | 8% | Sustainability in Travel |
| 45 | Car Accessory H1 | Automotive | Asia | 2024 | 500000 | 5% | Customization Trend |
| 46 | Bicycle I1 | Transportation | North America | 2024 | 1200000 | 7% | Eco-Friendly Transport |
| 47 | Scooter J1 | Transportation | Europe | 2024 | 800000 | 4% | Urban Mobility |
| 48 | Motorcycle K1 | Transportation | Asia | 2024 | 700000 | 6% | Adventure Riding |
| 49 | Travel Ticket L1 | Travel | North America | 2024 | 2000000 | 5% | Local Travel Increase |
| 50 | Hotel Reservation M1 | Travel | Europe | 2024 | 1500000 | 10% | Staycation Trend |
| 51 | Flight Booking N1 | Travel | Asia | 2024 | 1800000 | 4% | International Travel Recovery |
| 52 | Insurance Policy O1 | Finance | North America | 2024 | 5000000 | 5% | Personal Finance Awareness |
| 53 | Investment Fund P1 | Finance | Asia | 2024 | 3000000 | 9% | Wealth Management Growth |
| 54 | Loan Service Q1 | Finance | Europe | 2024 | 700000 | 3% | Home Ownership Growth |
| 55 | Retirement Plan R1 | Finance | North America | 2024 | 2000000 | 2% | Aging Population |
| 56 | Real Estate S1 | Finance | Asia | 2024 | 1500000 | 6% | Urban Development |
| 57 | Online Course T1 | Education | North America | 2024 | 1000000 | 5% | E-Learning Adoption |
| 58 | Textbook U1 | Education | Europe | 2024 | 800000 | 4% | Digital Learning |
| 59 | Tutoring Service V1 | Education | Asia | 2024 | 300000 | 8% | Personalized Learning |
| 60 | App Subscription W1 | Tech | North America | 2024 | 1200000 | 7% | Mobile App Growth |
| 61 | Cloud Service X1 | Tech | Asia | 2024 | 900000 | 9% | Remote Working Solutions |
| 62 | Cybersecurity Solution Y1 | Tech | Europe | 2024 | 800000 | 6% | Data Privacy Awareness |
| 63 | E-commerce Platform Z1 | Retail | North America | 2024 | 4000000 | 5% | Digital Market Growth |
| 64 | Online Grocery A2 | Retail | Asia | 2024 | 3000000 | 8% | Convenience Shopping |
| 65 | Subscription Box B2 | Retail | Europe | 2024 | 2500000 | 7% | Personalization |
| 66 | Home Fitness Equipment C2 | Health & Fitness | North America | 2024 | 700000 | 3% | Staying Fit at Home |
| 67 | Meal Kit D2 | Food & Drink | Asia | 2024 | 1000000 | 10% | Home Cooking |
| 68 | Virtual Reality E2 | Tech | North America | 2024 | 800000 | 6% | Gaming and Training |
| 69 | Augmented Reality F2 | Tech | Europe | 2024 | 600000 | 7% | Enhanced Interaction |
| 70 | Health Apps G2 | Mobile | Asia | 2024 | 5000000 | 8% | Health Monitoring |
| 71 | Smart Home Devices H2 | Home Appliances | North America | 2024 | 3000000 | 4% | Home Automation |
| 72 | Balloon Travel I2 | Recreation | Europe | 2024 | 200000 | 3% | Luxury Travel |
| 73 | Camping Gear J2 | Recreation | Asia | 2024 | 500000 | 5% | Outdoor Activities |
| 74 | Travel Accessories K2 | Travel | North America | 2024 | 600000 | 4% | Travel Readiness |
| 75 | Cycling Accessory L2 | Transportation | Asia | 2024 | 300000 | 6% | Health-Conscious Transport |
| 76 | Smart Gym Equipment M2 | Health & Fitness | North America | 2024 | 2000000 | 5% | Fitness at Home |
| 77 | 4K Projector N2 | Electronics | Europe | 2024 | 700000 | 3% | Home Entertainment |
| 78 | Wireless Charger O2 | Electronics | Asia | 2024 | 800000 | 6% | Convenience in Charging |
| 79 | Home Security System P2 | Home Improvement | North America | 2024 | 500000 | 4% | Safety Concerns |
| 80 | Smart Thermostat Q2 | Home Improvement | Europe | 2024 | 450000 | 5% | Energy Saving |
| 81 | Fitness Tracker R2 | Wearables | Asia | 2024 | 600000 | 8% | Health Tracking |
| 82 | Outdoor Furniture S2 | Home & Garden | North America | 2024 | 400000 | 3% | Home Improvement |
| 83 | Garden Tool T2 | Home & Garden | Europe | 2024 | 300000 | 6% | Gardening Trends |
| 84 | Interior Design U2 | Home & Garden | Asia | 2024 | 250000 | 5% | Aesthetic Enhancements |
| 85 | Luxury Handbag V2 | Fashion | North America | 2024 | 700000 | 4% | Luxury and Exclusivity |
| 86 | Formal Wear W2 | Fashion | Europe | 2024 | 600000 | 5% | Workplace Trends |
| 87 | Swimwear X2 | Fashion | Asia | 2024 | 300000 | 4% | Summer Fashion |
| 88 | Athletic Wear Y2 | Fashion | North America | 2024 | 1000000 | 7% | Fitness Culture |
| 89 | Technical Jacket Z2 | Fashion | Europe | 2024 | 450000 | 3% | Outdoor Activity |
| 90 | Cocktail Mixer A3 | Food & Drink | Asia | 2024 | 500000 | 6% | Home Bartending |
| 91 | Sustainable Snack B3 | Food & Drink | North America | 2024 | 700000 | 10% | Health-Conscious Scenario |
| 92 | Specialty Coffee C3 | Food & Drink | Europe | 2024 | 800000 | 5% | Gourmet Trends |
| 93 | Gluten-Free Product D3 | Food & Drink | Asia | 2024 | 600000 | 8% | Health Awareness |
| 94 | Organic Juice E3 | Food & Drink | North America | 2024 | 900000 | 3% | Health & Wellness |
| 95 | Disposable Camera F3 | Media | Europe | 2024 | 200000 | 2% | Nostalgia Trends |
| 96 | Single-Use Plastic G3 | Environment | North America | 2024 | 1500000 | 1% | Risk of Regulation |
| 97 | Reusable Bag H3 | Environment | Asia | 2024 | 3000000 | 9% | Eco-Friendly Practices |
| 98 | Solar Panel I3 | Environment | North America | 2024 | 200000 | 7% | Alternative Energy |
| 99 | Carbon Credits J3 | Environment | Europe | 2024 | 100000 | 3% | Sustainability Market |
| 100 | Herbal Remedies K3 | Health | Asia | 2024 | 1500000 | 5% | Natural Healing |
| 101 | Smart Water Bottle L3 | Health | North America | 2024 | 400000 | 6% | Hydration Tracking |
| 102 | Meditation App M3 | Health | Europe | 2024 | 450000 | 8% | Mental Health Awareness |
| 103 | Luxury Skincare N3 | Beauty | Asia | 2024 | 600000 | 4% | Anti-Aging Culture |
| 104 | Facial Mask O3 | Beauty | North America | 2024 | 700000 | 5% | Self-Care Trends |
| 105 | Makeup Subscription P3 | Beauty | Europe | 2024 | 900000 | 9% | Flexible Trust |
| 106 | Ethical Makeup Q3 | Beauty | Asia | 2024 | 300000 | 4% | Conscious Consumer |
| 107 | Hair Treatment R3 | Beauty | North America | 2024 | 500000 | 6% | Natural Solutions |
| 108 | Anti-Wrinkle Cream S3 | Beauty | Europe | 2024 | 800000 | 3% | Youth Market |
| 109 | Luxury Perfume T3 | Beauty | Asia | 2024 | 600000 | 7% | Gift Purchases |
| 110 | Event Ticket U3 | Entertainment | North America | 2024 | 20000000 | 10% | Live Performance Demand |
| 111 | Online Event V3 | Entertainment | Europe | 2024 | 4000000 | 6% | Virtual Experience |
| 112 | Board Game W3 | Entertainment | North America | 2024 | 3000000 | 5% | Family Activities |
| 113 | Vintage Vinyl X3 | Media | Asia | 2024 | 1500000 | 7% | Nostalgia Sales |
| 114 | Streaming Device Y3 | Electronics | Europe | 2024 | 2000000 | 4% | Home Entertainment |
| 115 | Smart Home Assistant Z3 | Electronics | North America | 2024 | 2500000 | 6% | Integration with IoT |
| 116 | Wireless Earbuds A4 | Electronics | Asia | 2024 | 3000000 | 7% | Mobile Convenience |
| 117 | Smart Security Camera B4 | Home Appliances | North America | 2024 | 500000 | 5% | Home Safety Awareness |
| 118 | Smart Lighting C4 | Home Appliances | Europe | 2024 | 600000 | 6% | Energy Efficiency |
| 119 | Gaming Accessories D4 | Gaming | Asia | 2024 | 900000 | 4% | Competitive Gaming |
| 120 | VR Headset E4 | Gaming | North America | 2024 | 1500000 | 5% | Innovative Gaming Experience |
| 121 | Smart Mirror F4 | Health & Fitness | Europe | 2024 | 300000 | 6% | Lifestyle Tracking |
| 122 | Customized Meal G4 | Food & Drink | North America | 2024 | 400000 | 7% | Personalized Nutrition |
| 123 | Instant Coffee H4 | Food & Drink | Asia | 2024 | 800000 | 3% | Convenience Trends |
| 124 | Meal Replacement I4 | Health | Europe | 2024 | 600000 | 5% | Weight Management |
| 125 | Vape Products J4 | Lifestyle | North America | 2024 | 500000 | 8% | Alternative Smoking |
| 126 | Carry-On Bag K4 | Travel | Asia | 2024 | 700000 | 4% | Compact Travel Solutions |
| 127 | Laptop Stand L4 | Tech | North America | 2024 | 400000 | 6% | Ergonomic Solutions |
| 128 | Noise-Canceling Headphones M4 | Tech | Europe | 2024 | 750000 | 5% | Focus Tools |
| 129 | Fitness App N4 | Tech | Asia | 2024 | 1000000 | 8% | Digital Fitness |
| 130 | Home Robotics O4 | Tech | North America | 2024 | 900000 | 9% | Automation Trends |
| 131 | Voice-Controlled Device P4 | Tech | Europe | 2024 | 1500000 | 5% | Smart Home Demand |
| 132 | Remote Learning Q4 | Education | Asia | 2024 | 500000 | 6% | Adaptive Learning |
| 133 | Skill Development R4 | Education | North America | 2024 | 400000 | 4% | Workforce Skills |
| 134 | Corporate Training S4 | Education | Europe | 2024 | 300000 | 5% | Employee Retention |
| 135 | Language Learning T4 | Education | Asia | 2024 | 1000000 | 8% | Globalization of Skills |
| 136 | DIY Craft Kits U4 | Hobbies | North America | 2024 | 2500000 | 9% | Creative Activities |
| 137 | Pet Care Subscription V4 | Pets | Europe | 2024 | 800000 | 5% | Pet Wellness |
| 138 | Eco-Friendly Cleaning W4 | Environment | Asia | 2024 | 600000 | 7% | Sustainable Living |
| 139 | Men's Grooming Products X4 | Beauty | North America | 2024 | 500000 | 4% | Male Skincare Trends |
| 140 | Digital Art Supplies Y4 | Arts | Europe | 2024 | 300000 | 6% | Creativity Tools |
| 141 | Bicycle Accessories Z4 | Transportation | Asia | 2024 | 400000 | 5% | Eco-Friendly Mobility |
| 142 | Local Tour Tickets A5 | Travel | North America | 2024 | 600000 | 10% | Local Tourism |
| 143 | Camping Equipment B5 | Recreation | Europe | 2024 | 700000 | 8% | Outdoor Recreation |
| 144 | Virtual Assistant Services C5 | Tech | Asia | 2024 | 1500000 | 6% | Remote Assistance |
| 145 | Mobile Payments D5 | Finance | North America | 2024 | 3000000 | 12% | Digital Transformation |
| 146 | Crowdfunding Platform E5 | Finance | Asia | 2024 | 2000000 | 8% | Alternative Financing |
| 147 | Robo-Advisory Services F5 | Finance | Europe | 2024 | 400000 | 5% | Automated Investing |
| 148 | Streaming Music G5 | Entertainment | North America | 2024 | 10000000 | 9% | Digital Music Consumption |
| 149 | Online Food Delivery H5 | Food & Drink | Asia | 2024 | 5000000 | 5% | Food Convenience |
| 150 | Plant Based Food I5 | Food & Drink | Europe | 2024 | 3000000 | 7% | Dietary Shifts |
| 151 | Sustainable Fashion J5 | Fashion | North America | 2024 | 6000000 | 8% | Ethical Consumption |
| 152 | Organic Skincare K5 | Beauty | Asia | 2024 | 1000000 | 7% | Eco-Friendly Beauty |
| 153 | Home Healthcare Products L5 | Health | Europe | 2024 | 5000000 | 6% | Personal Health Management |
| 154 | Telemedicine Services M5 | Health | North America | 2024 | 3000000 | 5% | Remote Health |
| 155 | Insurance Technology N5 | Finance | Europe | 2024 | 600000 | 4% | Digital Insurance |
| 156 | Personal Finance Apps O5 | Finance | Asia | 2024 | 800000 | 9% | Financial Literacy |
| 157 | Wearable Health Technology P5 | Health | North America | 2024 | 2000000 | 10% | Health Monitoring |
| 158 | Home Fitness Program Q5 | Health & Fitness | Europe | 2024 | 4000000 | 7% | At-Home Workouts |
| 159 | Biohacking Products R5 | Health | Asia | 2024 | 300000,8%" | Wellness Enhancement | NaN |
| 160 | High-Performance Nutrition Supplements S5 | Health | North America | 2024 | 500000,6%" | Fitness Regimen | NaN |
| 161 | Eco-friendly Kitchenware T5 | Home & Garden | Asia | 2024 | 600000,5%" | Sustainable Living Practices | NaN |
| 162 | DIY Gardening Kits U5 | Home & Garden | Europe | 2024 | 250000,3% | Gardening Trends | NaN |
| 163 | Personal Safety Apps V5 | Tech | North America | 2024 | 400000,8% | Safety Tools | NaN |
| 164 | Stress Relief Products W5 | Health | Europe | 2024 | 300000,4% | Mental Wellbeing | NaN |
| 165 | Smart Home Security X5 | Home Improvement | Asia | 2024 | 200000,7% | Home Protection | NaN |
| 166 | Kitchen Robots Y5 | Home Appliances | North America | 2024 | 500000,5% | Automation Kitchen | NaN |
| 167 | Eco-Friendly Packaging Z5 | Environment | Asia | 2024 | 600000,4% | Sustainable Practices | NaN |
| 168 | Organic Cotton Apparel A6 | Fashion | North America | 2024 | 800000,8% | Ethical Fashion | NaN |
| 169 | Artisan Products B6 | Lifestyle | Europe | 2024 | 400000,6% | Handcrafted Quality | NaN |
| 170 | Handmade Jewelry C6 | Fashion | North America | 2024 | 700000,7% | Unique Accessories | NaN |
| 171 | Smart Personal Devices D6 | Tech | Asia | 2024 | 3000000,10% | Personal Assistant Trend | NaN |
| 172 | Interactive Learning Tools E6 | Education | Europe | 2024 | 800000,5% | Educational Technology | NaN |
| 173 | Instant Messaging Apps F6 | Tech | North America | 2024 | 2000000,9% | Communication Evolution | NaN |
| 174 | Activewear G6 | Fitness | Asia | 2024 | 1500000,4% | Sports Trends | NaN |
| 175 | Mobile Gaming H6 | Entertainment | North America | 2024 | 4000000,8% | Digital Entertainment | NaN |
| 176 | Drones I6 | Tech | Asia | 2024 | 900000,6% | Technology Innovation | NaN |
| 177 | AI-Powered Assistants J6 | Tech | Europe | 2024 | 1000000,7% | AI Integration | NaN |
| 178 | Healthy Snacks K6 | Food & Drink | North America | 2024 | 2000000,6% | Nutritional Awareness | NaN |
| 179 | Superfoods L6 | Food & Drink | Europe | 2024 | 400000,7% | Health Awareness | NaN |
| 180 | Meal Delivery Services M6 | Food & Drink | Asia | 2024 | 500000,8% | Convenience Markets | NaN |
| 181 | Subscription-Based Services N6 | Tech | North America | 2024 | 3000000,4% | Recurring Revenue Trend | NaN |
| 182 | Augmented Reality/Gaming O6 | Gaming | Europe | 2024 | 800000,4% | Gaming Evolution | NaN |
| 183 | Hobbies and Crafts P6 | Arts | Asia | 2024 | 500000,7% | Artistic Pursuits | NaN |
| 184 | Personal Finance Coaching Q6 | Finance | North America | 2024 | 900000,6% | Financial Planning | NaN |
| 185 | Health-Focused Beverages R6 | Food & Drink | Asia | 2024 | 600000,5% | Wellness Consumption | NaN |
| 186 | Affordable Fashion S6 | Fashion | North America | 2024 | 2000000,6% | Economic Fashion | NaN |
| 187 | Wearable Fitness Technology T6 | Fitness | Europe | 2024 | 1500000,7% | Health Automation | NaN |
| 188 | Aromatherapy Essential Oils U6 | Wellness | Asia | 2024 | 250000,6% | Lifestyle Balance | NaN |
| 189 | DIY Electronics Kits V6 | Tech | North America | 2024 | 800000,4% | Learning by Creating | NaN |
| 190 | Language Apps W6 | Education | Europe | 2024 | 600000,5% | Digital Learning | NaN |
| 191 | Coffee Subscriptions X6 | Food & Drink | Asia | 2024 | 300000,6% | Gourmet Experience | NaN |
| 192 | Smart Nutrition Y6 | Health | North America | 2024 | 700000,7% | Healthy Living | NaN |
| 193 | Responsible Tourism Z6 | Travel | Europe | 2024 | 2000000,3% | Sustainable Travel | NaN |
| 194 | DIY Crafts A7 | Arts | Asia | 2024 | 400000,5% | Creative Projects | NaN |
| 195 | Art Classes B7 | Education | North America | 2024 | 600000,6% | Skill Development | NaN |
| 196 | Eco-Friendly Products C7 | Environment | Europe | 2024 | 500000,5% | Sustainability | NaN |
| 197 | Non-Alcoholic Beverages D7 | Food & Drink | North America | 2024 | 900000,8% | Alternative Choices | NaN |
| 198 | Health Supplements E7 | Health | Asia | 2024 | 400000,7% | Awareness and Demand | NaN |
| 199 | Niche Travel Experiences F7 | Travel | Europe | 2024 | 250000,4% | Unique Discoveries | NaN |
| 200 | Green Building Materials G7 | Home Improvement | Asia | 2024 | 300000,6% | Sustainable Architecture | NaN |