The ongoing COVID-19 pandemic has posed a severe threat to public health worldwide. In this study, we aimed to evaluate several digital data streams as early warning signals of COVID-19 outbreaks in Canada, the US and their provinces and states. Two types of terms including symptoms and preventive measures were used to filter Twitter and Google Trends data. We visualized and correlated the trends for each source of data against confirmed cases for all provinces and states. Subsequently, we attempted to find anomalies in indicator time-series to understand the lag between the warning signals and real-word outbreak waves. For Canada, we were able to detect a maximum of 83% of initial waves 1 week earlier using Google searches on symptoms. We divided states in the US into two categories: category I if they experienced an initial wave and category II if the states have not experienced the initial wave of the outbreak. For the first category, we found that tweets related to symptoms showed the best prediction performance by predicting 100% of first waves about 2–6 days earlier than other data streams. We were able to only detect up to 6% of second waves in category I. On the other hand, 78% of second waves in states of category II were predictable 1–2 weeks in advance. In addition, we discovered that the most important symptoms in providing early warnings are fever and cough in the US. As the COVID-19 pandemic continues to spread around the world, the work presented here is an initial effort for future COVID-19 outbreaks.

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Motorcycle Accessories Market Size 2024-2028

The motorcycle accessories market size is forecast to increase by USD 3.14 billion, at a CAGR of 5.1% between 2023 and 2028.

The market is experiencing significant growth, driven primarily by the increasing sales of motorcycles. This trend is fueled by the rising preference for two-wheelers as a cost-effective and convenient mode of transportation, particularly in densely populated urban areas. A notable development in the market is the introduction of helmets equipped with anti-pollution technology. These innovative products cater to the growing concerns of consumers regarding air quality and health, offering a unique value proposition. However, the market landscape is not without challenges. Fluctuating raw material prices pose a significant threat to the profitability of manufacturers.
The volatility in prices of materials such as plastics, metals, and rubber can lead to increased production costs and impact the competitiveness of the market. Companies must closely monitor these trends and adapt their strategies to mitigate the risks and maintain their market position. Effective supply chain management and diversification of raw material sources are crucial strategies for managing this challenge.

What will be the Size of the Motorcycle Accessories Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2018-2022 and forecasts 2024-2028 - in the full report.
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The market continues to evolve, with dynamic market trends shaping its various sectors. Aftermarket parts remain a significant driving force, as riders seek to customize their bikes for enhanced performance and aesthetics. Security systems, including alarms and immobilizers, gain popularity due to increasing concerns for bike safety. Motorcycle tires, whether street or off-road, undergo continuous advancements to cater to diverse riding styles and terrains. Chain cleaning solutions and protective gear, such as riding jackets and pants, ensure optimal bike maintenance and rider safety. Riding groups and motorcycle clubs foster a sense of community among enthusiasts, while full exhaust systems and audio systems add to the overall riding experience.

Turn signals and replacement parts ensure bike functionality, while tank bags and tail bags cater to riders' storage needs. Performance tuning, exhaust systems, and motorcycle racing continue to push the boundaries of motorcycle capabilities. Navigation systems, bluetooth intercoms, and charging systems enhance the convenience and safety aspects of riding. Brake lines, disc brakes, lithium-ion batteries, and adjustable suspensions are essential components undergoing continuous innovation to improve bike performance and rider experience. Custom parts, electrical systems, and track days cater to the more adventurous riders, while crash bars, engine guards, and sissy bars offer added protection. The market's continuous dynamism reflects the evolving needs and preferences of riders across various sectors, ensuring a diverse and innovative landscape.

How is this Motorcycle Accessories Industry segmented?

The motorcycle accessories industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments.

Application

  Aftermarket
  OEM


Product

  Protective gear
  Frames and fittings
  Electrical and electronics
  Others


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy


  APAC

    China
    India
    Indonesia
    Japan


  South America

    Brazil


  Rest of World (ROW)

.

By Application Insights

The aftermarket segment is estimated to witness significant growth during the forecast period.

The aftermarket market in the US is witnessing significant growth, fueled by consumers' increasing demand for enhanced functionality and personalization. Notable accessories driving this trend include luggage racks, alarm systems, cast wheels, handlebar risers, slip-on mufflers, navigation systems, performance tuning, and performance exhausts. Motorcycle racing and off-road riding enthusiasts seek brake lines, protective gear, charging systems, spoked wheels, motorcycle covers, tail bags, and adventure riding equipment. Motorcycle repair shops offer adjustable suspensions, riding jackets, disc brakes, lithium-ion batteries, custom parts, electrical systems, track days, air filters, chain lube, and parts replacement services. Motorcycle clubs and riding groups foster a community for motorcycle enthusiasts, promoting the sale of aftermarket motorcycle tires, off-road tires, chain cleaning tools, motorcycle speakers, motorcycle repair tools, and full exhaust systems.

The market's evolution also inclu