41 datasets found
  1. Data center spend per employee in the United States 2018-2029, by segment

    • statista.com
    Updated Jul 7, 2025
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    Statista (2025). Data center spend per employee in the United States 2018-2029, by segment [Dataset]. https://www.statista.com/statistics/1370198/data-center-spend-per-employee-by-segment-us/
    Explore at:
    Dataset updated
    Jul 7, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    The average spend per employee is forecast to experience significant growth in all segments in 2029. As part of the positive trend, the indicator reaches the maximum value for all three different segments at the end of the comparison period. Particularly noteworthy is the segment servers, which has the highest value of ****** U.S. dollars. Find further statistics on other topics such as a comparison of the revenue in the world and a comparison of the revenue in the United States.The Statista Market Insights cover a broad range of additional markets.

  2. Revenue in the data center market India 2018-2029

    • statista.com
    Updated Jul 9, 2025
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    Statista (2025). Revenue in the data center market India 2018-2029 [Dataset]. https://www.statista.com/forecasts/1434880/revenue-data-center-data-center-market-india
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    Dataset updated
    Jul 9, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    India
    Description

    The revenue in the data center market in India was forecast to continuously increase between 2024 and 2029 by in total *** billion U.S. dollars (+***** percent). After the seventh consecutive increasing year, the indicator is estimated to reach ***** billion U.S. dollars and therefore a new peak in 2029. Find further information concerning the revenue in the 'Servers' segment of the data center market in the world and the revenue in the 'Servers' segment of the data center market in Ireland. The Statista Market Insights cover a broad range of additional markets.

  3. c

    The global Software-Defined Data Centre market size will be USD 77814.8...

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated May 11, 2025
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    Cognitive Market Research (2025). The global Software-Defined Data Centre market size will be USD 77814.8 million in 2025. [Dataset]. https://www.cognitivemarketresearch.com/software-defined-data-center-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    May 11, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global Software-Defined Data Centre market size will be USD 77814.8 million in 2025. It will expand at a compound annual growth rate (CAGR) of 20.60% from 2025 to 2033.

    North America held the major market share for more than 40% of the global revenue with a market size of USD 28791.48 million in 2025 and will grow at a compound annual growth rate (CAGR) of 18.4% from 2025 to 2033.
    Europe accounted for a market share of over 30% of the global revenue, with a market size of USD 22566.29 million.
    APAC held a market share of around 23% of the global revenue with a market size of USD 18675.55 million in 2025 and will grow at a compound annual growth rate (CAGR) of 22.6% from 2025 to 2033.
    South America has a market share of more than 5% of the global revenue, with a market size of USD 2956.96 million in 2025 and will grow at a compound annual growth rate (CAGR) of 19.6% from 2025 to 2033.
    Middle East had a market share of around 2% of the global revenue and was estimated at a market size of USD 3112.59 million in 2025 and will grow at a compound annual growth rate (CAGR) of 19.9% from 2025 to 2033.
    Africa had a market share of around 1% of the global revenue and was estimated at a market size of USD 1711.93 million in 2025 and will grow at a compound annual growth rate (CAGR) of 20.3% from 2025 to 2033.
    The software-defined networking (SDN) market is expected to grow at the fastest rate over the forecast period
    

    Market Dynamics of Software-Defined Data Centre Market

    Key Drivers for Software-Defined Data Centre Market

    Increased Adoption of Digitalisation Drives Market Growth

    The growing adoption of digitalisation is expected to drive the growth of the software-defined data Centre market. Digitalisation is being adopted more widely due to the need for increased productivity, lower operational costs, faster decision-making, increased efficiency, technological advancements, stakeholder push for digitalisation, and other factors. The growing adoption of digitalisation will generate a massive amount of data that must be stored, highlighting the need for software-defined data Centres. This need for data Centres will result in a high demand for data Centre services such as setup, management, and operation. For instance, in February 2024, Amazon UK, a UK-based e-commerce company, reported that the use of AI by UK businesses increased by 31% between 2022 and 2023. Furthermore, the adoption of digital technology and AI could boost the UK economy by £520 billion by 2030, helping the country achieve its goal of becoming a tech superpower by 2028. As a result, the growing adoption of digitalisation will propel the software-defined data Centre market forward.

    https://www.aboutamazon.co.uk/news/aws/uk-digital-technology-report-2024

    Increasing volume of structured and unstructured data boosts market Growth

    The increasing volume of structured and unstructured data is expected to drive future growth in the software-defined data Centre market. Structured data is organised and has a distinct structure, whereas unstructured data is more flexible and lacks a predefined format. The integration of structured and unstructured data within SDDCS creates a dynamic and adaptable environment that promotes efficient management, improved analytics, and holistic insights, thereby optimising various data Centre operations. For instance, according to a report published by The Linux Foundation, a non-profit consortium based in the United States, data growth for an average end-user organisation reached a significant 2,208 TB in December 2022, a 215.43% increase, or three times the 700 TB recorded in 2021. As a result, the growing volume of structured and unstructured data is driving demand for the software-defined data Centre market during the forecast period

    Restraint Factor for the Software-Defined Data Centre Market

    Lack of global acceptance of virtualisation standards to stifle market growth

    Lack of global acceptance of virtualisation standards is a significant barrier to the Software-Defined Data Centre Market. Different organisations and geographic areas may use different standards, resulting in compatibility and integration issues. This fragmentation may prevent systems from interoperating, making it difficult for businesses to realise the full benefits of software-defined technology. Furthermore, the absence of widely accepted standards can crea...

  4. m

    Houston Data Center Market Size & Share Analysis - Industry Research Report...

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Feb 12, 2025
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    Mordor Intelligence (2025). Houston Data Center Market Size & Share Analysis - Industry Research Report - Growth Trends [Dataset]. https://www.mordorintelligence.com/industry-reports/houston-data-center-market
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Feb 12, 2025
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2019 - 2030
    Area covered
    Houston, United States
    Description

    The Houston Data Center Market is Segmented by DC Size (Small, Medium, Large, Massive, Mega), Tier Type (Tier 1&2, Tier 3, Tier 4), Absorption (Utilized [Colocation Type [Retail, Wholesale, Hyperscale], End User [Cloud & IT, Telecom, Media & Entertainment, Government, BFSI, Manufacturing, E-Commerce]], and Non-Utilized). The Market Sizes and Forecasts are Provided in Terms of Value (MW) for all the Above Segments.

  5. Monthly data center rent in selected markets in the U.S. 2024

    • statista.com
    Updated Jun 23, 2025
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    Statista (2025). Monthly data center rent in selected markets in the U.S. 2024 [Dataset]. https://www.statista.com/statistics/1224973/data-centers-rent-in-the-usa-by-market/
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    Dataset updated
    Jun 23, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In the second half of 2024, the average monthly per kilowatt rent of data centers in the Silicon Valley in the United States was between *** U.S. dollars and *** U.S. dollars. Northern Virginia, which is the market with the largest data center inventory and the most new capacity under construction, had monthly rent between *** and *** U.S. dollars.

  6. m

    India Data Center Market Analysis | Industry Growth, Size & Forecast Report...

    • mordorintelligence.com
    pdf,excel,csv,ppt
    Updated Jan 9, 2025
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    Mordor Intelligence (2025). India Data Center Market Analysis | Industry Growth, Size & Forecast Report 2030 [Dataset]. https://www.mordorintelligence.com/industry-reports/india-data-center-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Jan 9, 2025
    Dataset authored and provided by
    Mordor Intelligence
    License

    https://www.mordorintelligence.com/privacy-policyhttps://www.mordorintelligence.com/privacy-policy

    Time period covered
    2018 - 2030
    Area covered
    India
    Description

    The India Data Center Market report segments the industry into Hotspot (Bangalore, Chennai, Hyderabad, Mumbai, NCR, Pune, Rest of India), Data Center Size (Large, Massive, Medium, Mega, Small), Tier Type (Tier 1 and 2, Tier 3, Tier 4), and Absorption (Non-Utilized, Utilized). The report provides historical data for five years as well as five-year forecasts.

  7. Spend per employee on servers worldwide 2018-2029

    • statista.com
    Updated Jul 11, 2025
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    Statista (2025). Spend per employee on servers worldwide 2018-2029 [Dataset]. https://www.statista.com/forecasts/1251279/worldwide-storage-spending-per-employee
    Explore at:
    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    The global average spend per employee in the 'Storage' segment of the data center market was forecast to continuously increase between 2024 and 2029 by in total **** U.S. dollars (+***** percent). After the fifth consecutive increasing year, the indicator is estimated to reach ***** U.S. dollars and therefore a new peak in 2029. Find more in-depth information regarding the revenue concerning the servers segment of the data center market in Norway and the revenue concerning the servers segment of the data center market in North America. The Statista Market Insights cover a broad range of additional markets.

  8. Revenue in the Data Center market Germany 2018-2029

    • statista.com
    Updated Feb 24, 2025
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    Statista (2025). Revenue in the Data Center market Germany 2018-2029 [Dataset]. https://www.statista.com/forecasts/1442084/revenue-data-center-market-for-different-segments-germany
    Explore at:
    Dataset updated
    Feb 24, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Germany
    Description

    Over the last two observations, the revenue is forecast to significantly increase in all segments. As part of the positive trend, the indicator achieves the maximum value across all three different segments by the end of the comparison period. Notably, the segment Network Infrastructure stands out with the highest value of 13.48 billion U.S. dollars. Find further statistics on other topics such as a comparison of the revenue in Europe and a comparison of the average spend per employee in the United States. The Statista Market Insights cover a broad range of additional markets.

  9. Global data center markets ranked by cost of construction per watt 2024

    • statista.com
    • ai-chatbox.pro
    Updated May 14, 2025
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    Statista (2025). Global data center markets ranked by cost of construction per watt 2024 [Dataset]. https://www.statista.com/statistics/1106621/global-data-center-markets-ranked-by-cost-of-construction/
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    Dataset updated
    May 14, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Time period covered
    2024
    Area covered
    Worldwide
    Description

    In 2024, Tokyo was ranked as the most expensive market worldwide for data center construction. The cost per watt in the Japanese capital was reported at **** U.S. dollars, ahead of Singapore at **** U.S. dollars. A range of local factors such as land prices, labor availability, and power costs can heavily impact data center construction pricing.

  10. Revenue in the Data Center market Japan 2018-2029

    • statista.com
    Updated Jul 10, 2025
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    Statista (2025). Revenue in the Data Center market Japan 2018-2029 [Dataset]. https://www.statista.com/forecasts/1441949/revenue-data-center-market-for-different-segments-japan
    Explore at:
    Dataset updated
    Jul 10, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Japan
    Description

    Over the last two observations, the revenue is forecast to significantly increase in all segments. As part of the positive trend, the indicator achieves the maximum value across all three different segments by the end of the comparison period. Notably, the segment Network Infrastructure stands out with the highest value of ***** billion U.S. dollars. Find further statistics on other topics such as a comparison of the average spend per employee in the United States and a comparison of the revenue in the world. The Statista Market Insights cover a broad range of additional markets.

  11. Super Micro: Navigating the Data Center Landscape (SMCI) (Forecast)

    • kappasignal.com
    Updated Sep 10, 2024
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    KappaSignal (2024). Super Micro: Navigating the Data Center Landscape (SMCI) (Forecast) [Dataset]. https://www.kappasignal.com/2024/09/super-micro-navigating-data-center.html
    Explore at:
    Dataset updated
    Sep 10, 2024
    Dataset authored and provided by
    KappaSignal
    License

    https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html

    Description

    This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

    Super Micro: Navigating the Data Center Landscape (SMCI)

    Financial data:

    • Historical daily stock prices (open, high, low, close, volume)

    • Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

    • Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

    Machine learning features:

    • Feature engineering based on financial data and technical indicators

    • Sentiment analysis data from social media and news articles

    • Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

    Potential Applications:

    • Stock price prediction

    • Portfolio optimization

    • Algorithmic trading

    • Market sentiment analysis

    • Risk management

    Use Cases:

    • Researchers investigating the effectiveness of machine learning in stock market prediction

    • Analysts developing quantitative trading Buy/Sell strategies

    • Individuals interested in building their own stock market prediction models

    • Students learning about machine learning and financial applications

    Additional Notes:

    • The dataset may include different levels of granularity (e.g., daily, hourly)

    • Data cleaning and preprocessing are essential before model training

    • Regular updates are recommended to maintain the accuracy and relevance of the data

  12. U

    United States Avg Weekly Earnings: sa: LH: AER: Bowling Center

    • ceicdata.com
    Updated May 22, 2018
    + more versions
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    CEICdata.com (2018). United States Avg Weekly Earnings: sa: LH: AER: Bowling Center [Dataset]. https://www.ceicdata.com/en/united-states/current-employment-statistics-survey-average-weekly-and-hourly-earnings-seasonally-adjusted?page=9
    Explore at:
    Dataset updated
    May 22, 2018
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jun 1, 2017 - May 1, 2018
    Area covered
    United States
    Variables measured
    Employment
    Description

    Avg Weekly Earnings: sa: LH: AER: Bowling Center data was reported at 306.160 USD in May 2018. This records a decrease from the previous number of 309.790 USD for Apr 2018. Avg Weekly Earnings: sa: LH: AER: Bowling Center data is updated monthly, averaging 284.730 USD from Mar 2006 (Median) to May 2018, with 147 observations. The data reached an all-time high of 319.300 USD in Jan 2018 and a record low of 231.950 USD in Jun 2006. Avg Weekly Earnings: sa: LH: AER: Bowling Center data remains active status in CEIC and is reported by Bureau of Labor Statistics. The data is categorized under Global Database’s USA – Table US.G033: Current Employment Statistics Survey: Average Weekly and Hourly Earnings: Seasonally Adjusted.

  13. U

    United States Avg Weekly Earnings: sa: LH: AER: Fitness & Recreatl Sport...

    • ceicdata.com
    Updated May 22, 2018
    + more versions
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    CEICdata.com (2018). United States Avg Weekly Earnings: sa: LH: AER: Fitness & Recreatl Sport Center [Dataset]. https://www.ceicdata.com/en/united-states/current-employment-statistics-survey-average-weekly-and-hourly-earnings-seasonally-adjusted?page=9
    Explore at:
    Dataset updated
    May 22, 2018
    Dataset provided by
    CEICdata.com
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jun 1, 2017 - May 1, 2018
    Area covered
    United States
    Variables measured
    Employment
    Description

    Avg Weekly Earnings: sa: LH: AER: Fitness & Recreatl Sport Center data was reported at 321.040 USD in Aug 2018. This records a decrease from the previous number of 323.360 USD for Jul 2018. Avg Weekly Earnings: sa: LH: AER: Fitness & Recreatl Sport Center data is updated monthly, averaging 312.160 USD from Mar 2006 (Median) to Aug 2018, with 150 observations. The data reached an all-time high of 324.710 USD in Oct 2017 and a record low of 283.710 USD in May 2006. Avg Weekly Earnings: sa: LH: AER: Fitness & Recreatl Sport Center data remains active status in CEIC and is reported by Bureau of Labor Statistics. The data is categorized under Global Database’s USA – Table US.G033: Current Employment Statistics Survey: Average Weekly and Hourly Earnings: Seasonally Adjusted.

  14. United States AHE: sa: PW: EH: Outpatient Care Centers

    • ceicdata.com
    Updated Mar 16, 2021
    + more versions
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    CEICdata.com (2021). United States AHE: sa: PW: EH: Outpatient Care Centers [Dataset]. https://www.ceicdata.com/en/united-states/current-employment-statistics-survey-average-hourly-earnings-production-workers-seasonally-adjusted/ahe-sa-pw-eh-outpatient-care-centers
    Explore at:
    Dataset updated
    Mar 16, 2021
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Feb 1, 2024 - Jan 1, 2025
    Area covered
    United States
    Description

    United States AHE: sa: PW: EH: Outpatient Care Centers data was reported at 35.390 USD in Mar 2025. This records an increase from the previous number of 35.230 USD for Feb 2025. United States AHE: sa: PW: EH: Outpatient Care Centers data is updated monthly, averaging 20.350 USD from Jan 1990 (Median) to Mar 2025, with 423 observations. The data reached an all-time high of 35.390 USD in Mar 2025 and a record low of 10.580 USD in Jan 1990. United States AHE: sa: PW: EH: Outpatient Care Centers data remains active status in CEIC and is reported by U.S. Bureau of Labor Statistics. The data is categorized under Global Database’s United States – Table US.G: Current Employment Statistics: Average Hourly Earnings: Production Workers: Seasonally Adjusted.

  15. c

    External Hard Drive Market size was USD 33.48 billion in 2022!

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated May 5, 2025
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    Cognitive Market Research (2025). External Hard Drive Market size was USD 33.48 billion in 2022! [Dataset]. https://www.cognitivemarketresearch.com/external-hard-drive-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    May 5, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    The global External Hard Drive market was valued at USD 33.48 billion in 2022 and is projected to reach USD 80.63 billion by 2030, registering a CAGR of 11.6% for the forecast period 2023-2030. Factors Affecting External Hard Drive Market Growth

    Growing adoption of smart devices
    

    Over the last few years, there has been a rapid increase in smart device adoption and internet penetration. Smart devices offer flexibility to patients on a smartphone or tablet. With a mobile device, users are simply able to access several contents. According to a study, the number of unique mobile internet users in 2020 was 4.28 billion, and more than 90% of the worldwide internet population has access to the internet via a mobile device. This rapid expansion benefitted the external hard drives market.

    Growing demand and popularity for external SSDs to propel market growth
    

    The Restraining Factor of External Hard Drive

    Rising usage of cloud storage
    

    Many users have started using cloud storage services like Google Drive, Dropbox, iCloud, and others. The advantage that cloud storage has is convenience which means users can access the files from any computer without special hardware. This hampers the growth of the external hard drive market.

    Current Trends on External Hard Drive

    Hard drive interface development
    

    Hard drive interface development in recent years has been driven not just by the demand for faster and bigger data transfers, but also by the requirement for more efficient and secure data storage. In the future, some of the trends that may shape the hard drive interface landscape include Optane memory, a hybrid technology that combines the speed of SSDs with the capacity of HDDs; RRAM, a non-volatile memory that uses resistive switching; heat-assisted magnetic recording, a technique that uses a laser to heat up a small area of the magnetic disk before writing data; shingled magnetic recording, which writes data in overlapping tracks on the magnetic disk; and helium. These improvements outperform traditional approaches in terms of density, latency, power consumption, endurance, friction, noise, heat, and power consumption. As a result, the demand for external hard drives will rise.

    Impact of the COVID-19 Pandemic on the External Hard Drive Market

    The COVID-19 epidemic has quickly spread over the world. People are being forced to stay at home in order to prevent the virus from spreading. The growing number of individuals staying at home has boosted Internet usage, which is increasing demand for online video/audio streaming, downloading, and video conferencing on apps like Zoom. The increased Internet traffic during the shutdown has resulted in massive volumes of data that must be managed by data center facilities all across the world. Data centers handle massive volumes of data, which promotes the use of hard disks and, as a result, market growth. However, the lockdown has closed manufacturing facilities across the globe which hinders the sales of the external hard drive market. According to the Seagate report, the business supplied 120.2 Exabytes of hard disk drive (HDD) storage capacity in CQ1 2020, with an average HDD size of 4.1 TB (or 29.3 M HDDs). This is a 9.3% decrease from the CQ4 2019 quarter. At the same time, its HDD average sales prices (ASPs) grew to $86.21 (a 12.5% rise over Seagate's ASP in CQ4 2019). While total delivered HDDs decreased, overall HDD revenue climbed by around 1.8% quarter over quarter (due to increasing sales of larger capacity and higher cost per unit HDDs). Introduction of External Hard Drive

    An external hard drive is a device that can be connected to the computer to expand its storage capacity. It is attached to the outside of the computer and connects to it via USB. Users can copy files onto it just like it would with any other folder. Similar to flash drives, users can plug the external hard drive into any computer and transfer files between them. These drives are perfect for backing up computers and transferring data between different devices. Unlike the hard drive installed in a computer, an external hard drive is portable and can be used to store files from multiple devices. They are easy to use, convenient, and a very safe way to backup important files. Most external hard drives have a minimum capacity of one terabyte (1TB), which is equivalent to 1000 gigabytes (GB) or 1,000,000 megabytes (MB). Peop...

  16. Applied Digital: (APLD) A Green Data Center Future? (Forecast)

    • kappasignal.com
    Updated Sep 29, 2024
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    KappaSignal (2024). Applied Digital: (APLD) A Green Data Center Future? (Forecast) [Dataset]. https://www.kappasignal.com/2024/09/applied-digital-apld-green-data-center.html
    Explore at:
    Dataset updated
    Sep 29, 2024
    Dataset authored and provided by
    KappaSignal
    License

    https://www.kappasignal.com/p/legal-disclaimer.htmlhttps://www.kappasignal.com/p/legal-disclaimer.html

    Description

    This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

    Applied Digital: (APLD) A Green Data Center Future?

    Financial data:

    • Historical daily stock prices (open, high, low, close, volume)

    • Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

    • Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

    Machine learning features:

    • Feature engineering based on financial data and technical indicators

    • Sentiment analysis data from social media and news articles

    • Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

    Potential Applications:

    • Stock price prediction

    • Portfolio optimization

    • Algorithmic trading

    • Market sentiment analysis

    • Risk management

    Use Cases:

    • Researchers investigating the effectiveness of machine learning in stock market prediction

    • Analysts developing quantitative trading Buy/Sell strategies

    • Individuals interested in building their own stock market prediction models

    • Students learning about machine learning and financial applications

    Additional Notes:

    • The dataset may include different levels of granularity (e.g., daily, hourly)

    • Data cleaning and preprocessing are essential before model training

    • Regular updates are recommended to maintain the accuracy and relevance of the data

  17. IT spend as share of revenue worldwide 2022-2023, by industry

    • statista.com
    Updated Jun 26, 2025
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    Statista (2025). IT spend as share of revenue worldwide 2022-2023, by industry [Dataset]. https://www.statista.com/statistics/1105798/it-spending-share-revenue-by-industry/
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    Dataset updated
    Jun 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    In 2023, software and tech hosting/cloud services/MSP companies had a much higher spending share on IT than other industries, amounting to ** percent and ** percent of their revenues, respectively. By contrast, the consumer products and services industry invested only around **** percent of their revenue in IT. Overall, all industries increased their IT spending per revenue share in 2023 compared to the previous year. Cloud computing Cloud computing is an essential IT service that utilizes a network of distant servers hosted over the Internet to store, handle, and process data. This segment of IT services was projected to generate revenues exceeding *** billion U.S. dollars in 2024 and is expected to continue its rapid growth trajectory. Managed Services Providers (MSPs) provide companies with the expertise and technical support to manage their cloud infrastructure and products without the need for in-house specialists. Cloud computing is segmented into three main categories. Software as a Service (SaaS) delivers software applications over the Internet, on a subscription basis, freeing companies from software and hardware management. Infrastructure as a Service (IaaS) offers a virtualized computing infrastructure managed over the Internet, allowing businesses to avoid the costs and complexities of purchasing and managing physical servers and data center infrastructure. Platform as a Service (PaaS) provides a platform allowing customers to develop, run, and manage applications without the complexity of building and maintaining the infrastructure.

  18. United States Avg Weekly Earnings: sa: EH: HS: Misc Outpatient Care Center

    • ceicdata.com
    Updated Feb 15, 2025
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    CEICdata.com (2025). United States Avg Weekly Earnings: sa: EH: HS: Misc Outpatient Care Center [Dataset]. https://www.ceicdata.com/en/united-states/current-employment-statistics-survey-average-weekly-and-hourly-earnings-seasonally-adjusted/avg-weekly-earnings-sa-eh-hs-misc-outpatient-care-center
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    Dataset updated
    Feb 15, 2025
    Dataset provided by
    CEIC Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Time period covered
    Jun 1, 2017 - May 1, 2018
    Area covered
    United States
    Variables measured
    Employment
    Description

    United States Avg Weekly Earnings: sa: EH: HS: Misc Outpatient Care Center data was reported at 1,088.960 USD in May 2018. This records a decrease from the previous number of 1,090.660 USD for Apr 2018. United States Avg Weekly Earnings: sa: EH: HS: Misc Outpatient Care Center data is updated monthly, averaging 933.800 USD from Mar 2006 (Median) to May 2018, with 147 observations. The data reached an all-time high of 1,090.660 USD in Apr 2018 and a record low of 722.930 USD in Jul 2007. United States Avg Weekly Earnings: sa: EH: HS: Misc Outpatient Care Center data remains active status in CEIC and is reported by Bureau of Labor Statistics. The data is categorized under Global Database’s USA – Table US.G033: Current Employment Statistics Survey: Average Weekly and Hourly Earnings: Seasonally Adjusted.

  19. u

    Innovation and business strategy, average number of profit centres -...

    • beta.data.urbandatacentre.ca
    • data.urbandatacentre.ca
    Updated Sep 13, 2024
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    (2024). Innovation and business strategy, average number of profit centres - Catalogue - Canadian Urban Data Catalogue (CUDC) [Dataset]. https://beta.data.urbandatacentre.ca/dataset/gov-canada-eb3ce607-4e76-42fa-bc2e-d1711554a177
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    Dataset updated
    Sep 13, 2024
    License

    Open Government Licence - Canada 2.0https://open.canada.ca/en/open-government-licence-canada
    License information was derived automatically

    Area covered
    Canada
    Description

    Survey of innovation and business strategy, average number of profit centres, by North American Industry Classification System (NAICS) and enterprise size for Canada and regions from 2009 to today

  20. Revenue growth of storage worldwide 2019-2029

    • statista.com
    Updated Jul 11, 2025
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    Statista (2025). Revenue growth of storage worldwide 2019-2029 [Dataset]. https://www.statista.com/forecasts/1251276/worldwide-storage-revenue-growth
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    Dataset updated
    Jul 11, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    Worldwide
    Description

    The global revenue change in the 'Storage' segment of the data center market was forecast to increase between 2024 and 2029 by in total **** percentage points. This overall increase does not happen continuously, notably not in 2026 and 2029. The indicator is estimated to amount to ***** percent in 2029. Find more in-depth information regarding the average spending per employee on storage concerning the servers segment of the data center market worldwide and the revenue concerning the servers segment of the data center market in Sweden. The Statista Market Insights cover a broad range of additional markets.

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Statista (2025). Data center spend per employee in the United States 2018-2029, by segment [Dataset]. https://www.statista.com/statistics/1370198/data-center-spend-per-employee-by-segment-us/
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Data center spend per employee in the United States 2018-2029, by segment

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Dataset updated
Jul 7, 2025
Dataset authored and provided by
Statistahttp://statista.com/
Area covered
United States
Description

The average spend per employee is forecast to experience significant growth in all segments in 2029. As part of the positive trend, the indicator reaches the maximum value for all three different segments at the end of the comparison period. Particularly noteworthy is the segment servers, which has the highest value of ****** U.S. dollars. Find further statistics on other topics such as a comparison of the revenue in the world and a comparison of the revenue in the United States.The Statista Market Insights cover a broad range of additional markets.

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