By integrating feature engineering, organizations can convert raw data into more accurate features and build higher-performing models.
Published: April 28, 2025 by Jason Pardus
By leveraging loan loss analysis, lenders can create more profitable business opportunities throughout the entire customer lifecycle.
Published: April 22, 2025 by Alan Ikemura
While many industry pundits are assessing how macroeconomic changes may impact the future of the automotive market, recent data suggests consumers tend to stick to specific fuel types. According to Experian’s Automotive Market Trends Report: Q4 2024, over the last 12 months, 77.5% of electric vehicle (EV) owners replaced their EV with another one, with 15.6% returning to gas-powered vehicles. Meanwhile, 82.2% of gas vehicle owners replaced it with the same fuel type, while only 4.7% made the switch to electric. It’s important for professionals to recognize that most consumers tend to replace their vehicles with the same fuel type. Additionally, knowing who is making these purchases and the types of vehicles being registered allows better anticipation for consumer needs and ultimately enhances the buying experience while fostering consumer loyalty. Breaking down fuel types by generation Through Q4 2024, Baby Boomers predominantly registered new gasoline vehicles, accounting for 74.7% of their choices, while 15.9% opted for hybrids and 6.6% chose EVs. Millennials showed a similar trend, with 69.2% registering gas vehicles, followed by 15.1% selecting hybrids and 12.5% choosing EVs. Gen Z also favored gasoline vehicles at 74.0%, with hybrids making up 14.3% and EVs at 9.1% of their registrations. Although gasoline vehicles account for the majority of new registrations, EVs and hybrids are steadily gaining ground, particularly among the younger generations who are drawn to advanced features that align with their preferences. This will likely play a role in shaping the future of vehicle registrations as more gas alternative models hit the market and consumers make the switch. To learn more about vehicle market trends, view the full Automotive Market Trends Report: Q4 2024 presentation on demand.
Published: April 2, 2025 by John Howard
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