The New York Times is releasing a series of data files with cumulative counts of coronavirus cases in the United States, at the state and county level, over time. We are compiling this time series data from state and local governments and health departments in an attempt to provide a complete record of the ongoing outbreak.

Since late January, The Times has tracked cases of coronavirus in real time as they were identified after testing. Because of the widespread shortage of testing, however, the data is necessarily limited in the picture it presents of the outbreak.

We have used this data to power our maps and reporting tracking the outbreak, and it is now being made available to the public in response to requests from researchers, scientists and government officials who would like access to the data to better understand the outbreak.

The data begins with the first reported coronavirus case in Washington State on Jan. 21, 2020. We will publish regular updates to the data in this repository.

According to Cognitive Market Research, the global non-native database management systems market size will be USD 2215.5 million in 2024. It will expand at a compound annual growth rate (CAGR) of 13.50% from 2024 to 2031.

North America held the major market share for more than 40% of the global revenue with a market size of USD 886.20 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.7% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 664.65 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 509.57 million in 2024 and will grow at a compound annual growth rate (CAGR) of 15.5% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 110.78 million in 2024 and will grow at a compound annual growth rate (CAGR) of 12.9% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 44.31 million in 2024 and will grow at a compound annual growth rate (CAGR) of 13.2% from 2024 to 2031.
The cloud-based management systems category is the fastest growing segment of the non-native database management systems industry

Market Dynamics of Non-Native Database Management Systems Market

Key Drivers for Non-Native Database Management Systems Market

Advancements in Artificial Intelligence and Machine Learning Technologies Fuels Market Growth

Advancements in artificial intelligence (AI) and machine learning (ML) technologies are significantly fueling the growth of the non-native database management systems market. These technologies enhance database functionality by enabling advanced data analytics, predictive modeling, and automated decision-making. AI-driven databases can self-optimize, streamline query processing, and ensure seamless data management, leading to improved operational efficiency. Machine learning algorithms facilitate the analysis of large and complex datasets, providing actionable insights for businesses. Additionally, these advancements support the integration of unstructured and semi-structured data, addressing diverse enterprise needs. As organizations increasingly adopt AI and ML to gain competitive advantages, the demand for innovative and intelligent non-native database management systems continues to rise, driving market expansion. For instance, in August 2024, The National Institute of Technology Calicut (NITC) made a significant advancement in data management with the launch of its web portal, 'Nivahika.' During a Senate Hall ceremony, the portal was praised for ensuring accurate and consistent data handling, particularly for ministry reports and national rankings, with the potential to set a benchmark for other NITs.

Expanding E-Commerce and Digital Banking Ecosystems Is Propelling Market Growth

The expanding e-commerce and digital banking ecosystems are significantly propelling the growth of the non-native database management systems market. As online platforms and financial services continue to evolve, they generate vast volumes of data, requiring efficient storage, processing, and analysis. Non-native database management systems offer the scalability and flexibility needed to manage complex and diverse data structures. The rise in digital payment solutions, online shopping, and mobile banking has amplified the demand for robust database systems to ensure seamless operations and enhanced user experiences. Additionally, the focus on real-time data insights, fraud detection, and personalized services further accelerates adoption. Consequently, the non-native database management systems market is experiencing robust growth fueled by these dynamic ecosystems.

Restraint Factor for the Non-Native Database Management Systems Market

High Costs of Maintenance and Regular Updates for Non-Native Systems Limits Market Growth

The non-native database management systems market faces challenges due to the high costs of maintenance and regular updates. Organizations often require specialized expertise to manage these systems effectively, which increases operational expenses. Additionally, frequent updates to keep up with evolving technologies and security requirements further add to the financial burden. These costs can be particularly prohibitive for small and medium-sized enterprises (S...

Cristiano Ronaldo has one of the most popular Instagram accounts as of April 2024.

              The Portuguese footballer is the most-followed person on the photo sharing app platform with 628 million followers. Instagram's own account was ranked first with roughly 672 million followers.

              How popular is Instagram?

              Instagram is a photo-sharing social networking service that enables users to take pictures and edit them with filters. The platform allows users to post and share their images online and directly with their friends and followers on the social network. The cross-platform app reached one billion monthly active users in mid-2018. In 2020, there were over 114 million Instagram users in the United States and experts project this figure to surpass 127 million users in 2023.

              Who uses Instagram?

              Instagram audiences are predominantly young – recent data states that almost 60 percent of U.S. Instagram users are aged 34 years or younger. Fall 2020 data reveals that Instagram is also one of the most popular social media for teens and one of the social networks with the biggest reach among teens in the United States.

              Celebrity influencers on Instagram
              Many celebrities and athletes are brand spokespeople and generate additional income with social media advertising and sponsored content. Unsurprisingly, Ronaldo ranked first again, as the average media value of one of his Instagram posts was 985,441 U.S. dollars.

The number of Twitter users in the United States was forecast to continuously increase between 2024 and 2028 by in total 4.3 million users (+5.32 percent). After the ninth consecutive increasing year, the Twitter user base is estimated to reach 85.08 million users and therefore a new peak in 2028. Notably, the number of Twitter users of was continuously increasing over the past years.User figures, shown here regarding the platform twitter, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Twitter users in countries like Canada and Mexico.

As of April 2024, Bahrain was the country with the highest Instagram audience reach with 95.6 percent. Kazakhstan also had a high Instagram audience penetration rate, with 90.8 percent of the population using the social network. In the United Arab Emirates, Turkey, and Brunei, the photo-sharing platform was used by more than 85 percent of each country's population.

The number of Reddit users in the United States was forecast to continuously increase between 2024 and 2028 by in total 10.3 million users (+5.21 percent). After the ninth consecutive increasing year, the Reddit user base is estimated to reach 208.12 million users and therefore a new peak in 2028. Notably, the number of Reddit users of was continuously increasing over the past years.User figures, shown here with regards to the platform reddit, have been estimated by taking into account company filings or press material, secondary research, app downloads and traffic data. They refer to the average monthly active users over the period and count multiple accounts by persons only once. Reddit users encompass both users that are logged in and those that are not.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of Reddit users in countries like Mexico and Canada.