This is a dataset containing audio captions and corresponding audio tags for a number of 3930 audio files of the TAU Urban Acoustic Scenes 2019 development dataset (airport, public square, and park). The files were annotated using a web-based tool. Each file is annotated by multiple annotators that provided tags and a one-sentence description of the audio content.

Free daily updated MAC prefix & vendor database in Cisco vendorMacs.xml format. Download now.

2478 Global import shipment records of Macbook with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

Sales of the Mac computers amounted to ***** million units in Apple’s 2018 fiscal year. The Mac sales peaked in 2015 at ***** million units; overall, unit shipments of Apple’s personal computer have remained relatively stable in the last few years. Macintosh The Macintosh, which has been branded as Mac since 1998, is a family of personal computers designed by the tech giant Apple. As the first mass-market personal computer, the Mac was a revolutionary product that helped to establish Apple’s standing in the tech industry and had been the company’s major focus in the first three decades since its foundation in 1976. In 2007, the founding father and then CEO Steve Jobs announced Apple’s business shift from computers to consumer electronics, alongside the introduction of the iPhone. In the second quarter of Apple’s 2019 fiscal year, Mac sales amounted to **** billion U.S. dollars and made up *** percent of the company’s revenue, whereas iPhone sales contributed to ***** percent of the overall sales. Standing in PC market Despite having a market share of just around ***** percent in the global PC market, over the years the Mac has accumulated a faithful following. Adored for its design, quality and user-friendly operating system, the Mac’s standing in the PC market remains firm, notwithstanding its high price tag.

970 Global export shipment records of Apple Mac Pro with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

We collected and present a microsurgical aneurysm clipping surgery (MACS) dataset comprising of 16 videos of MACS procedures with aneurysm presence/ absence annotations at frame-level (~350k frames) conducted by expert neurosurgeons. We extract frames at 5 fps and establish a dataset of 356,165 images. The MACS dataset is composed of FHD (1920x1080) surgical videos from the operative microscope of 16 patients during surgical repair of intracerebral aneurysms. The study was registered with the hospital’s (National Hospital for Neurology and Neurosurgery, UCLH NHS) local audit committee and data sharing was approved by the information governance lead. All patients provided written informed consent for their video to be collected for research. The MACS dataset was blindly reviewed by two senior vascular neurosurgeons in duplicate. Frames were classified as follows: Type-X : No aneurysm in microscope’s view, Type-Y : Aneurysm in microscope’s view (including both visible and clipped aneurysms), Type-Z: Frame excluded from analysis.

Market Overview The Data Center Backup Solutions for Mac market is projected to reach a value of X million by 2033, with a CAGR of XX% during the forecast period of 2025-2033. The growth is attributed to the increasing adoption of Macs in enterprise environments, rising data volumes, and the need for reliable backup solutions to protect sensitive information. The shift towards cloud-based backup solutions and the growing popularity of virtual machines are further driving market expansion. Key Trends and Market Dynamics The market is witnessing a shift towards cloud-based backup solutions, which offer scalability, cost-effectiveness, and remote accessibility. On-premises solutions, however, continue to be preferred by enterprises with strict data security requirements. The increasing use of artificial intelligence (AI) and machine learning (ML) in backup solutions is enhancing efficiency, automation, and disaster recovery capabilities. Additionally, the rising demand for data protection regulations and compliance is promoting the adoption of sophisticated backup solutions that meet regulatory requirements.

This dataset provides information about the number of properties, residents, and average property values for Macs Road cross streets in Manito, IL.

Dataset Card for Macappstore Applications Metadata

Mac App Store Applications Metadata sourced by the public API.

Curated by: MacPaw Way Ltd.

Language(s) (NLP): Mostly EN, DE License: MIT

  Dataset Details

This data aims to cover our internal company research needs and start collecting and sharing the macOS app dataset since we have yet to find a suitable existing one. Full application metadata was sourced by the public iTunes search API for the US, Germany, and Ukraine… See the full description on the dataset page: https://huggingface.co/datasets/MacPaw/mac-app-store-apps-metadata.

8783 Global import shipment records of Mac Mini with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

This dataset provides information about the number of properties, residents, and average property values for Macs Loop Road cross streets in Granite Falls, WA.

Culture presence/absence of M. avium and M. intracellulare by sample qPCR M. avium and M. intracellular detection and quatification by sample. This dataset is associated with the following publication: Pfaller, S., D. King, J. Mistry, and M. Donohue. Occurrence Revisited - Mycobacterium avium and Mycobacterium intracellulare in Potable Water in the USA. Applied Microbiology and Biotechnology. Springer, New York, NY, USA, 106: 2715–2727, (2022).

Download the complete MAC Address JSON database to integrate network data into your projects. Regularly updated and easy to use.

Mac Antivirus Software Market Outlook

The global Mac antivirus software market size was valued at approximately USD 1.2 billion in 2023 and is expected to reach USD 2.7 billion by 2032, growing at a CAGR of 9.2% during the forecast period. This growth can be attributed to the increasing awareness among Mac users about cybersecurity threats and the rising adoption of different Apple devices across various sectors.

One of the primary growth factors driving the Mac antivirus software market is the surge in cyberattacks targeting macOS platforms. Historically considered more secure than Windows, macOS has seen a rise in malware and ransomware attacks as cybercriminals diversify their targets. This growing threat landscape has compelled both individual and enterprise users to invest in robust antivirus solutions tailored specifically for Mac environments, thereby boosting market growth.

Additionally, the increasing penetration of Apple products in both the consumer and professional spaces has fueled the demand for Mac antivirus software. With the growing adoption of MacBooks, iMacs, and other Apple devices in sectors such as education, healthcare, media, and corporate environments, the necessity for dedicated cybersecurity solutions has become more pronounced. The integration of advanced features such as real-time threat detection, firewall protection, and secure browsing capabilities in Mac antivirus software further enhances its appeal, contributing to market expansion.

Moreover, regulatory requirements and data protection laws have also played a significant role in the growth of the Mac antivirus software market. Governments and regulatory bodies across the globe are imposing stringent data protection regulations to safeguard sensitive information. Compliance with these regulations necessitates the implementation of comprehensive cybersecurity measures, including antivirus software. Organizations, particularly those dealing with sensitive data, are increasingly adopting Mac antivirus solutions to ensure compliance and mitigate the risk of data breaches, driving market growth.

In the context of growing cybersecurity threats, Computer Protection Software has become an essential tool for both individuals and businesses. This type of software provides a comprehensive shield against various forms of malware, including viruses, ransomware, and spyware, which are increasingly targeting Mac devices. By integrating advanced technologies like artificial intelligence and machine learning, Computer Protection Software can offer real-time threat detection and automatic updates to counteract new vulnerabilities. As the digital landscape evolves, the importance of robust Computer Protection Software becomes even more pronounced, ensuring that sensitive data remains secure and that users can navigate the digital world with confidence.

The regional outlook for the Mac antivirus software market reveals significant growth opportunities across various geographies. North America holds a substantial market share, driven by the high adoption rate of Mac devices and increasing cybersecurity awareness. Europe is also witnessing robust growth, supported by stringent data protection regulations such as GDPR. The Asia Pacific region is emerging as a lucrative market due to the rising adoption of Apple devices and increasing investments in cybersecurity infrastructure. Latin America and the Middle East & Africa regions are also expected to experience steady growth, driven by the expanding digital transformation initiatives and increasing cybersecurity concerns.

Type Analysis

The Mac antivirus software market can be segmented by type into free and paid solutions. Free antivirus software is popular among individual users and small businesses due to its cost-effectiveness. These solutions offer basic protection against malware and viruses, making them an attractive option for cost-conscious users. However, free antivirus software often comes with limited features and may not provide comprehensive protection against advanced threats. Despite these limitations, the free segment continues to witness steady growth, driven by the increasing number of Mac users seeking basic cybersecurity solutions.

On the other hand, the paid segment dominates the Mac antivirus software market due to its advanced features and comprehensive protection capabilities. Paid antivirus solutions offer a wide range of features, including real-time threat d

The Data Center Backup Solutions for Mac market is experiencing robust growth, driven by the increasing adoption of macOS in enterprise data centers and the rising concerns surrounding data loss and regulatory compliance. While precise market sizing data wasn't provided, considering the overall data center backup solutions market's significant size and the expanding role of Mac in enterprise environments, a reasonable estimation for the Mac-specific segment in 2025 would be $500 million. This segment is projected to exhibit a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching an estimated $1.8 billion by 2033. Key drivers include the growing reliance on cloud-based backup solutions offering scalability and accessibility, alongside the increasing demand for robust data protection strategies addressing ransomware threats and stringent data privacy regulations like GDPR. The market is segmented by application (SME vs. Large Enterprise) and deployment type (Cloud-based vs. On-premises). Cloud-based solutions are anticipated to dominate due to their cost-effectiveness and ease of management. Large enterprises are expected to contribute a larger share of revenue, driven by their extensive data storage needs and higher budgets for sophisticated backup solutions. Competitive pressures among established players like N-able, Parablu, Kaseya, Acronis, Carbonite, Vembu Technologies, Bacula Systems, Asigra, euBackups, Cobalt Iron, and Rubrik, are fostering innovation and driving down prices, ultimately benefiting end-users. Geographical distribution shows North America and Europe as the leading regions, followed by Asia-Pacific, reflecting the higher density of data centers and technology adoption rates in these areas. The market's growth trajectory is influenced by several trends. The increasing integration of AI and machine learning in backup solutions enhances efficiency and automated recovery. The rise of hybrid cloud deployments and multi-cloud strategies present both opportunities and challenges for vendors needing to adapt their solutions. Conversely, the restraints on growth include the comparatively smaller market size compared to Windows-based solutions and the potential for higher implementation costs and complexity for on-premises deployments. Vendors are actively addressing these challenges through enhanced user interfaces, simplified management tools, and improved integration with existing IT infrastructure. The continued growth of the Mac in enterprise environments, fueled by its user-friendly interface and robust security features, will be instrumental in the continued expansion of the Data Center Backup Solutions for Mac market.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

United States Freddie Mac House Price Index: California data was reported at 235.688 Dec2000=100 in Oct 2018. This records a decrease from the previous number of 236.353 Dec2000=100 for Sep 2018. United States Freddie Mac House Price Index: California data is updated monthly, averaging 78.529 Dec2000=100 from Jan 1975 (Median) to Oct 2018, with 526 observations. The data reached an all-time high of 236.907 Dec2000=100 in Jul 2018 and a record low of 15.750 Dec2000=100 in Jan 1975. United States Freddie Mac House Price Index: California data remains active status in CEIC and is reported by Federal Home Loan Mortgage Corporation, Freddie Mac. The data is categorized under Global Database’s United States – Table US.EB016: Freddie Mac House Price Index: Federal Home Loan Mortgage Corp.

8874 Global import shipment records of Mac Desktop with prices, volume & current Buyer's suppliers relationships based on actual Global export trade database.

United States Freddie Mac House Price Index: Washington DC data was reported at 361.766 Dec2000=100 in Sep 2018. This records an increase from the previous number of 360.301 Dec2000=100 for Aug 2018. United States Freddie Mac House Price Index: Washington DC data is updated monthly, averaging 72.590 Dec2000=100 from Jan 1975 (Median) to Sep 2018, with 525 observations. The data reached an all-time high of 361.766 Dec2000=100 in Sep 2018 and a record low of 18.719 Dec2000=100 in Jan 1975. United States Freddie Mac House Price Index: Washington DC data remains active status in CEIC and is reported by Federal Home Loan Mortgage Corporation, Freddie Mac. The data is categorized under Global Database’s United States – Table US.EB016: Freddie Mac House Price Index: Federal Home Loan Mortgage Corp.

This dataset provides information about the number of properties, residents, and average property values for Macs Lane cross streets in Worton, MD.