Maritime VSAT Market Outlook

The global Maritime VSAT market is set to experience remarkable growth over the coming decade, with the market size expected to grow from USD 3.2 billion in 2023 to USD 7.8 billion by 2032, reflecting a compound annual growth rate (CAGR) of 10.5%. This robust growth trajectory is primarily propelled by the increasing demand for reliable maritime communication solutions driven by the expanding global maritime industry. As vessels continue to traverse the world's waters for commercial, military, and recreational purposes, the need for dependable connectivity for operations, safety, and leisure is becoming ever more crucial. Consequently, the maritime sector's shift towards digitization and smart technologies is one of the key growth factors that will contribute to the market's expansion in the forecast period.

One of the main growth factors in the Maritime VSAT market is the heightened demand for bandwidth and seamless communication solutions on ships and offshore platforms. As shipping companies, cruise lines, and offshore oil and gas platforms increasingly rely on digital tools for navigation, monitoring, and communication, there is a growing need for robust satellite communication networks. The trend towards digital transformation in the maritime sector is driving shipping companies to adopt VSAT solutions that offer high-speed internet and data services to ensure efficient operations and enhance crew welfare. Additionally, the rise of IoT sensors and smart ship technologies requires a reliable VSAT backbone to support data transmission and operational efficiency.

Another significant growth factor is the increasing integration of Maritime VSAT systems in military and defense operations. The military sector, with its need for secure and reliable communication channels, is investing heavily in advanced VSAT solutions to enhance naval operations and ensure real-time communication between vessels and command centers. This is further amplified by global geopolitical tensions and the need for enhanced maritime surveillance and reconnaissance capabilities. Thus, the military's focus on upgrading its communication infrastructure is contributing to the substantial growth of the Maritime VSAT market.

The burgeoning cruise industry is also a major contributor to the Maritime VSAT market's growth. With the rise in consumer expectations for uninterrupted internet connectivity even while at sea, cruise operators are equipping their fleets with advanced VSAT systems to provide high-speed internet services for both operational purposes and passenger entertainment. The growing preference for luxury cruises and the expansion of cruise fleet sizes are further propelling the need for robust communication networks, thereby fueling the demand for VSAT services.

Regionally, the Asia Pacific region is emerging as a significant contributor to the Maritime VSAT market growth. The region's booming maritime trade, coupled with the large-scale deployment of vessels in countries like China, Japan, and South Korea, is driving the demand for advanced maritime communication solutions. Furthermore, the increasing investments in offshore oil and gas exploration activities in the Asia Pacific are enhancing the region's adoption of VSAT systems. With a projected CAGR of 12.1%, the Asia Pacific market is poised to witness significant expansion during the forecast period, further bolstered by supportive government initiatives and the rapid digitization of the maritime industry.

Component Analysis

The component segment of the Maritime VSAT market is classified into hardware, software, and services, each playing a pivotal role in the deployment and functionality of VSAT systems. The hardware segment, comprising antennas, modems, and transceivers, is fundamental to establishing a stable communication link between maritime vessels and satellites. With advancements in technology, hardware components are becoming more compact, efficient, and capable of supporting higher bandwidths, thus driving their demand. The introduction of smart antennas with automatic beam-steering capabilities is revolutionizing the market, allowing for uninterrupted connectivity even in harsh maritime conditions.

Software solutions in the Maritime VSAT market are equally vital, as they enable the efficient management and optimization of satellite communications. Software platforms provide functionalities such as bandwidth management, network monitoring, and cybersecurity, essential for ensuring seamless and secure data transmission across maritime networks. The increasi

The global enterprise VSAT systems market was valued at US$ 4.9 billion in 2023 and is likely to expand at a rate of 4.5% from 2023 to 2033, reaching US$ 7.4 billion in 2033.

How is the Enterprise VSAT Systems Market Segmented?

Enterprise VSAT Market Size And Forecast

Enterprise VSAT Market size was valued at USD 5 Billion in 2023 and is projected to reach USD 7.1 Billion by 2031, growing at a CAGR of 4.2% during the forecast period 2024-2031.

Global Enterprise VSAT Market Drivers

The market drivers for the Enterprise VSAT Market can be influenced by various factors. These may include:

Increasing Demand For High-Speed Internet Connectivity: The growing reliance on high-speed internet across various sectors drives the demand for Enterprise VSAT (Very Small Aperture Terminal) solutions. Businesses require reliable connectivity for operations, especially in remote or underserved regions where terrestrial networks may be weak. VSAT technology enables telecommunications, data transfer, video conferencing, and enterprise applications without geographical constraints. The trend is particularly evident in industries such as oil and gas, maritime, and mining, where communication is critical for operational efficiency. The shift towards digital transformation and IoT (Internet of Things) further underpins this demand, as organizations seek robust and scalable connectivity solutions.

Expansion Of Remote And Hybrid Work Models: The COVID-19 pandemic accelerated the adoption of remote and hybrid work models, which significantly fuel the growth of the Enterprise VSAT market. Companies now prioritize seamless communication tools and reliable internet connections for employees working from geographically diverse locations. VSAT technology provides organizations with flexible, secure, and efficient communication channels essential for maintaining productivity and collaboration among remote teams. Furthermore, the rise of remote monitoring solutions in various sectors necessitates robust satellite connectivity, thereby propelling the demand for VSAT systems that can accommodate a growing mobile workforce while ensuring data security and operational continuity.

Advancement In Satellite Technology: Advancements in satellite technology play a crucial role in driving the Enterprise VSAT market. Innovations like High Throughput Satellites (HTS) and LEO (Low Earth Orbit) satellite systems have significantly enhanced bandwidth availability, data speeds, and latency improvements, making VSAT services more competitive with terrestrial solutions. These technological breakthroughs enable providers to offer more tailored services to enterprises, including increased capacity for data-intensive applications. Additionally, developments in ground equipment have reduced costs and improved service reliability, attracting a wider range of industries to adopt VSAT solutions for their communication needs, ultimately fostering market growth and diversity.

Growing Adoption Of Smart Technologies: The integration of smart technologies, including IoT, AI, and machine learning, is a vital market driver for the Enterprise VSAT sector. Organizations seeking to leverage smart technologies need dependable connectivity solutions to facilitate data collection, analysis, and real-time decision-making. VSAT systems support various applications, from remote asset management to supply chain monitoring, ensuring that organizations can operate efficiently in dynamic environments. As industries invest in technology-driven strategies, the requirement for robust satellite communications will increase. This trend is notable in sectors such as agriculture, transportation, and healthcare, where data transmission is critical to operational success and innovation.

Regulatory Approvals And Global Connectivity Initiatives: Regulatory approvals and global initiatives aimed at enhancing connectivity, particularly in underserved regions, also drive the Enterprise VSAT market. Governments and international organizations recognize satellite communication's role in bridging the digital divide and are actively promoting VSAT solutions through regulatory policies and funding programs. These initiatives enhance infrastructure development, enabling better access to essential services, emergency communications, and remote education. Such support fosters a favorable environment for VSAT providers, encouraging investment in advanced satellite networks to improve global coverage and accessibility, ultimately benefiting various enterprises looking for robust communication solutions.

The global VSAT satellite service market is experiencing robust growth, driven by increasing demand for high-speed, reliable broadband connectivity across diverse sectors. The market, estimated at $15 billion in 2025, is projected to witness a Compound Annual Growth Rate (CAGR) of 8% from 2025 to 2033, reaching approximately $28 billion by 2033. This expansion is fueled by several key factors. The burgeoning need for reliable communication solutions in remote areas, particularly for rural information services and maritime surveillance, is a significant driver. Furthermore, the rising adoption of VSAT technology in corporate communications and data transfer, driven by the need for secure and high-bandwidth connections for businesses operating across geographically dispersed locations, is significantly boosting market growth. The increasing demand for Internet of Things (IoT) applications and the expansion of satellite constellations also contribute to this upward trajectory. Segmentation reveals a strong preference for commercial VSAT solutions, although rural and maritime VSAT segments are exhibiting substantial growth potential. Key players like Hughes Network Systems, Viasat, and Inmarsat are leveraging technological advancements and strategic partnerships to consolidate their market positions and cater to the diverse needs of their customer base. Growth, however, is not without challenges. The high initial investment costs associated with VSAT infrastructure deployment and the dependence on clear line-of-sight for optimal performance act as restraints. Competitive pressures from terrestrial broadband technologies, particularly in densely populated areas, also pose a challenge. Nevertheless, ongoing technological advancements in satellite technology, such as the deployment of high-throughput satellites (HTS) and the development of more affordable and efficient VSAT equipment, are expected to mitigate these challenges and fuel continued market growth. The regional distribution of the market reflects the varying levels of connectivity infrastructure across different regions, with North America and Europe currently holding substantial market shares, while Asia-Pacific and Middle East & Africa are witnessing significant growth potential driven by expanding infrastructure investments.

North America Enterprise VSAT Market size will be USD 1940.48 million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.7% from 2024 to 2031. North America has emerged as a prominent participant, and its sales revenue is estimated to reach USD 2909.9 Million by 2031. This growth is mainly attributed to the region's advanced industrial infrastructure and the growing usage of automation in IT and Banking, Financial Services, and Insurance (BFSI)

According to Cognitive Market Research, the global Enterprise VSAT Market size is USD 4851.2 million in 2024. It will expand at a compound annual growth rate (CAGR) of 6.50% 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 1940.48 million in 2024 and will grow at a compound annual growth rate (CAGR) of 4.7% from 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 1455.36 million.
Asia Pacific held a market share of around 23% of the global revenue with a market size of USD 1115.78 million in 2024 and will grow at a compound annual growth rate (CAGR) of 8.5% from 2024 to 2031.
Latin America had a market share of more than 5% of the global revenue with a market size of USD 242.56 million in 2024 and will grow at a compound annual growth rate (CAGR) of 5.9% from 2024 to 2031.
Middle East and Africa had a market share of around 6.2% of the global revenue and was estimated at a market size of USD 97.02 million in 2024 and will grow at a compound annual growth rate (CAGR) of 6.2% from 2024 to 2031.
The VSAT Services held the highest enterprise VSAT market revenue share in 2024.

Market Dynamics of Enterprise VSAT Market

Key Drivers for Enterprise VSAT Market

Government Laws, Development of Technology, and The Rise in Demand For High-Speed Data Transmission to Increase the Demand Globally

More complex and potent VSAT systems have been developed as a result of ongoing advancements in satellite and ground infrastructure technologies. These systems are more affordable, more reliable, and capable of handling larger data rates. More potent and effective VSAT systems are required as a result of the growing need for high-speed data transfer. These systems provide the necessary data speeds and bandwidth to meet the constantly increasing demand for data. One major factor fueling the growth of the VSAT industry has been the government rules pertaining to the usage of satellite communication systems. Installing VSAT systems is now required for businesses in order to guarantee the security and safety of their communications.

Operations, Remote, Growth, and Changing Security Environment to Propel Market Growth

Remote regions like mining sites, offshore platforms, and rural areas are becoming more and more popular for business expansion. Real-time communication, data transmission, and remote monitoring are made possible by VSAT, which offers dependable connectivity for these far-separated places. Strong security measures are necessary because of the increasing reliance on digital information. To guarantee safe communication and data transfer, particularly for sensitive data, VSAT providers are creating cutting-edge security measures.

Restraint Factor for the Enterprise VSAT Market

Debris in Space to Limit the Sales

The potential for serious damage to space assets in the event of a space disaster may cause resistance to enterprise VSAT adoption in the near future. Nonetheless, the problem of space debris could result in both technological developments to help clean the orbital environment and regulatory actions to plan launches and reduce the chance of unintentional collisions. Over the upcoming period, it is anticipated that this element will withstand demand for enterprise VSAT.

Impact of Covid-19 on the Enterprise VSAT Market

Budget cuts or business closures during the early phases of the pandemic may have caused several enterprises to postpone their VSAT deployments. Due to travel limitations and lockdowns, more people are working remotely, which has increased demand for dependable, fast internet access. In places where traditional internet options were scarce, VSAT filled the void and turned into a vital source of connectivity for enterprises. Businesses became more cost-conscious as a result of the pandemic-induced economic slump. For businesses, VSAT provided an affordable option, particularly for remote operations. Introduction of the Enterprise VSAT Market

A satellite communication system that caters to both business and residential users is the Enterprise VSAT System. Narrowband data, such as RFID data and credit card point-of-sale transactions, are commonly sent over VSATs. Between the user's device and an antenna that has a transceiver attached to it, the interface acts as a barrier. Signals are detected and sent by the satell...

The global Enterprise VSAT market is experiencing steady growth, projected to reach a value of $1549 million in 2025, exhibiting a Compound Annual Growth Rate (CAGR) of 3.4% from 2019 to 2033. This expansion is driven by increasing demand for reliable and high-bandwidth connectivity in remote areas and challenging terrains, particularly within government organizations, large enterprises, and SMEs. The rising adoption of cloud-based services and the Internet of Things (IoT) further fuels this growth, as businesses seek robust satellite communication solutions to support their expanding digital operations. Government initiatives promoting digital infrastructure in underserved regions also contribute significantly to market expansion. The market is segmented by product (hardware, software, services), service type (managed services, professional services), and application (government, enterprise, SME, others). Competition is intense, with key players continuously innovating to offer advanced features and competitive pricing strategies, driving market penetration and customer acquisition. Challenges, however, include high initial investment costs, dependence on satellite infrastructure availability and potential latency issues in some locations. Despite these, the long-term outlook remains positive, supported by ongoing technological advancements in satellite technology and the increasing reliance on VSAT for business continuity and disaster recovery. The market's geographical segmentation reveals a diverse landscape, with North America currently holding a significant market share due to early adoption and established infrastructure. However, the Asia-Pacific region is expected to witness robust growth during the forecast period driven by increasing investment in infrastructure development and a surge in demand from emerging economies. Europe and the Middle East & Africa also present promising opportunities, albeit at a slower pace compared to Asia-Pacific. The continued expansion of VSAT networks, coupled with declining costs and enhanced service quality, will be key factors shaping the market trajectory in the coming years. Companies are strategically focusing on partnerships and mergers & acquisitions to expand their geographical reach and service portfolios, intensifying competition and furthering the market's evolution. The market's continuous evolution will be shaped by factors such as technological advancements in satellite technology, regulatory changes, and the evolving needs of enterprise clients across various sectors. This report provides a detailed analysis of the global Enterprise VSAT market, projecting a market value exceeding $12 billion by 2028. It delves into key market trends, competitive landscapes, and growth opportunities, leveraging extensive research and data analysis. High-search-volume keywords like "VSAT market size," "Enterprise VSAT solutions," "Satellite internet for business," "global VSAT market," and "VSAT technology trends" are incorporated throughout.

Very Small Aperture Terminal (VSAT) System Market Outlook

The global Very Small Aperture Terminal (VSAT) System market size was valued at approximately USD 4.7 billion in 2023 and is forecasted to reach USD 8.5 billion by 2032, growing at a CAGR of 6.8% during the forecast period. This growth is primarily driven by the increasing demand for reliable and high-speed communication systems across various industries, including telecommunications, maritime, and government sectors.

The adoption of VSAT systems is propelled by the escalating need for enhanced connectivity in remote and underserved areas. As enterprises and governmental organizations continue to prioritize communication infrastructure, the demand for VSAT systems has surged. The ability of VSAT systems to provide robust and secure communication solutions in remote locations is a significant factor contributing to market growth. Furthermore, advancements in satellite technologies have improved the efficiency and cost-effectiveness of VSAT systems, further fueling their adoption across diverse sectors.

Another critical growth factor for the VSAT system market is the burgeoning maritime industry. With the expanding global maritime trade and the need for reliable communication at sea, the demand for VSAT systems in the maritime sector has witnessed substantial growth. These systems enable seamless voice, data, and broadband communication, enhancing operational efficiency and safety for maritime vessels. Moreover, the increasing adoption of VSAT systems in the oil and gas industry for remote monitoring and control operations is expected to drive market growth significantly over the forecast period.

In addition, the rise in government initiatives to enhance communication infrastructure in rural and remote areas is expected to provide a substantial boost to the VSAT systems market. Governments in developing regions are investing heavily in satellite communication technologies to bridge the digital divide and provide reliable communication services to underserved populations. This trend is particularly prominent in regions such as Asia Pacific and Africa, where large rural populations necessitate efficient communication solutions.

The emergence of High Throughput Satellites (HTS) has significantly transformed the landscape of satellite communication, offering unprecedented bandwidth and efficiency. These satellites are designed to deliver higher data rates and enhanced capacity, making them an ideal solution for addressing the growing demand for high-speed internet and communication services. The integration of HTS technology in VSAT systems has enabled service providers to offer more competitive and scalable solutions, particularly in remote and underserved areas. As industries increasingly rely on data-intensive applications, the role of High Throughput Satellites in supporting robust and reliable communication networks becomes even more critical. The advancements in HTS technology are expected to drive further innovation in the VSAT system market, enhancing connectivity and operational efficiency across various sectors.

Regionally, North America is anticipated to dominate the VSAT system market due to the presence of well-established telecommunications infrastructure and significant investments in satellite communication technologies. The Asia Pacific region is expected to exhibit the highest growth rate, driven by increasing government initiatives and rising demand for advanced communication systems in emerging economies. Europe, Latin America, and the Middle East & Africa are also expected to witness steady growth, supported by ongoing technological advancements and growing adoption of VSAT systems across various sectors.

Component Analysis

Within the VSAT system market, the component segment is categorized into hardware, software, and services. The hardware segment, which includes antennas, modems, and transceivers, holds a significant share of the market due to the critical role hardware plays in establishing and maintaining satellite communication links. The continuous advancements in hardware technology have led to the development of more efficient, compact, and cost-effective components, driving the demand for hardware in VSAT systems. Additionally, the increasing deployment of VSAT systems in remote and harsh environments necessitates robust and reliable hardware solutions, further propelling market growth.

The software segment is als

Global Very Small Aperture Terminal (VSAT) Market was valued at USD 12.28 Billion in 2023 and is expected to reach USD 18.50 Billion by 2029 with a CAGR of 7.14% during the forecast period.

Global Maritime VSAT Market is anticipated to experience remarkable expansion, with a projected Compound Annual Growth Rate (CAGR) of 10.82% from 2025 to 2033. According to the market analysis, the market size is forecasted to reach USD 10.11 Billion by the end of 2033, up from USD 4.01 Billion in 2024.

The Global Maritime VSAT market size to cross USD 10.11 Billion by 2033. [https://edison.value

The VSAT Market Report is Segmented by Solution (Equipment, and More), Platform (Land VSAT, and More), Frequency Band, Network Architecture, Type (Standard VSAT, and More), Design (Ruggedized, and More), Antenna Technology (Parabolic Dish, and More), End-User Vertical (Enterprise and BFSI, and More), Application (Data Networks/Broadband Internet, and More), and Geography. The Market Forecasts are Provided in Terms of Value (USD).

Enterprise VSAT System Market size was valued at USD 6.62 Billion in 2024 and is projected to reach USD 13.44 Billion by 2032, growing at a CAGR of 9.25% from 2026 to 2032. Enterprise VSAT Systems are commonly installed on ships to provide fast broadband connectivity for both personal contact and business operations which is driving the market growth. It is used in video conferencing and ERP in industry-related activities and it is used in streaming, video messaging, and email in personal communications which is another factor the drives the growth. In addition, Enterprise VSAT is also used in surveillance applications to support security forces in maritime operations that require compact, lightweight, and small equipment, as well as to protect coastal areas which drive the Enterprise VSAT System Market. The Global Enterprise VSAT System Market report provides a holistic evaluation of the market. The report offers a comprehensive analysis of key segments, trends, drivers, restraints, competitive landscape, and factors that are playing a substantial role in the market.

The global maritime VSAT market is projected to grow at a CAGR of 14.6% from 2025 to 2032, increasing its value from USD 3,462.76 Mn in 2024 to over USD 9,301.07 Mn by 2032.

Enterprise VSAT System Market Outlook

The global market size for Enterprise VSAT systems stood at approximately USD 7.5 billion in 2023 and is projected to reach around USD 12.8 billion by 2032, growing at a Compound Annual Growth Rate (CAGR) of 6.1%. This robust growth is driven by the increasing demand for reliable and high-speed satellite communication across various sectors. The growth factors fueling this market include the rising need for seamless connectivity in remote locations, the expansion of broadband services, and the increasing adoption of VSAT systems by enterprises to enhance their communication infrastructure.

One of the significant growth drivers for the Enterprise VSAT system market is the rising demand for connectivity in remote and underserved regions. Many industries such as oil & gas, mining, and agriculture operate in isolated areas where traditional communication networks are inadequate. Enterprise VSAT systems provide a reliable alternative, offering uninterrupted connectivity, which is crucial for operational efficiency. Additionally, the increasing deployment of remote monitoring and management systems in these sectors further propels the demand for VSAT solutions.

Another crucial factor contributing to the market's growth is the expanding adoption of VSAT systems in the maritime and aviation sectors. The constant need for reliable communication at sea and in the air is driving the maritime and aviation industries to invest in advanced VSAT solutions. These systems provide high-speed internet, real-time data transmission, and enhanced communication capabilities, ensuring smooth operations and improved passenger experience. The growing trend of digitalization and automation in these sectors further bolsters the demand for enterprise VSAT systems.

The surge in broadband services and the increasing use of Voice over IP (VoIP) also significantly contribute to the market's expansion. Enterprises are increasingly adopting VSAT systems to support their broadband and VoIP needs, enabling efficient and cost-effective communication. These systems offer high-speed data transfer, low latency, and improved bandwidth, which are essential for modern communication solutions. The growing penetration of broadband services in rural and remote areas, coupled with the rising demand for VoIP services in enterprises, is expected to drive the market further.

From a regional perspective, North America is expected to dominate the Enterprise VSAT system market due to the presence of key market players and advanced technological infrastructure. However, the Asia Pacific region is anticipated to witness the highest growth rate during the forecast period. The rapid economic development, increasing investments in communication infrastructure, and the rising adoption of VSAT systems in emerging economies like China and India are driving the market growth in this region. Additionally, government initiatives to improve digital connectivity in rural areas are further boosting the demand for enterprise VSAT systems in the Asia Pacific.

Component Analysis

The Enterprise VSAT system market is segmented by components into hardware, software, and services. The hardware segment encompasses the physical devices needed to establish satellite communication, such as antennas, modems, and RF terminals. The software segment includes the programs and applications that facilitate the functioning and management of VSAT systems. The services segment covers installation, maintenance, and other related support services. Hardware constitutes a significant portion of the market due to the necessity of physical devices for establishing and maintaining satellite communication systems. The continuous advancements in hardware technology, such as the development of high-throughput satellites, are driving the demand for more sophisticated and efficient hardware components.

The software segment is also witnessing substantial growth due to the increasing need for advanced software solutions to manage and optimize VSAT systems. These software solutions enhance the performance and efficiency of VSAT networks by providing functionalities like network management, bandwidth optimization, and security features. The rise in cyber threats and the need for secure communication systems are further propelling the demand for advanced software solutions in the VSAT market. Additionally, the growing trend of Software as a Service (SaaS) is also contributing to the expansion of the software segment.

In the services segment, installation and maintenance servi

Dataset to run Example.py script of the Valparaíso Stacking Analysis Tool (VSAT-2D). The Valparaíso Stacking Analysis Tool (VSAT-2D) provides a series of tools for selecting, stacking, and analyzing moment-0 intensity maps from interferometric datasets. It is intended for stacking samples of moment-0 extracted from interferometric datasets, belonging to large extragalactic catalogs by selecting subsamples of galaxies defined by their available properties (e.g. redshift, stellar mass, star formation rate) being possible to generate diverse (e.g. median, average, weighted average, histogram) composite spectra. However, it is possible to also use VSAT-2D on smaller datasets containing any type of astronomical object.

VSAT-2D can be downloaded from the github repository link.

lmms-lab/vstar-bench dataset hosted on Hugging Face and contributed by the HF Datasets community

This dataset supports the research presented in the paper "HoneyShip: Unveiling Cyber Threats to Maritime VSAT Systems with a High-Interaction Honeypot." It includes Shodan and Nmap scans of exposed VSAT systems, and logs from a high-interaction honeypot emulating a Cobham Sea Tel terminal. Data is anonymized (IP/domain hashes) and categorized by source (e.g., HTTP, Suricata alerts, honeypot interaction logs). The dataset aids maritime cybersecurity threat intelligence and supports the reproducibility of our published results.

The Very Small Aperture Terminal (VSAT) Market size will exceed a valuation of USD 8.09 billion by 2034, to grow at a CAGR of 10.0% during the forecast period.

Uždaroji akcinė bendrovė "Vstat" financial data: profit, annual turnover, paid taxes, sales revenue, equity, assets (long-term and short-term), profitability indicators.

Dataset to run Example.py script of the Valparaíso Stacking Analysis Tool (VSAT-3D). The Valparaíso Stacking Analysis Tool (VSAT-3D) provides a series of tools for selecting, stacking, and analyzing 3D spectra. It is intended for stacking samples of datacubes extracted from interferometric datasets, belonging to large extragalactic catalogs by selecting subsamples of galaxies defined by their available properties (e.g. redshift, stellar mass, star formation rate) being possible to generate diverse (e.g. median, average, weighted average, histogram) composite spectra. However, it is possible to also use VSAT-3D on smaller datasets containing any type of astronomical object.

VSAT-3D can be downloaded from the github repository link.