IT PARK
    Most Popular

    The role of IoT devices in intelligent workplace technology

    Jun 25, 2025

    Why does the phone turn off when the remaining battery is not zero

    Jun 03, 2025

    Smart Museums: 6 IoT Applications for Museums and Galleries

    Jun 21, 2025

    IT PARK IT PARK

    • Home
    • Encyclopedia

      How to solve the problem of computer blue screen? What about the blue screen of the computer?

      Jul 03, 2025

      How often should the router be turned off?

      Jul 02, 2025

      What is a port?

      Jul 01, 2025

      What to do with a laptop blue screen

      Jun 30, 2025

      Is it better to save the file as a zip archive or as the original file?

      Jun 29, 2025
    • AI

      AI reads brains and deciphers people's inner monologues! Will it read all my secrets?

      Jul 03, 2025

      When AI starts to have "subconsciousness"

      Jul 02, 2025

      Can AI Painting Replace Human Painters

      Jul 01, 2025

      Who owns the copyright of the paintings created by AI for you?

      Jun 30, 2025

      How does the meta universe "feed" artificial intelligence models?

      Jun 29, 2025
    • Big Data

      Production control equipment maps, multi-source data analysis issues in-depth mining

      Jul 03, 2025

      What is the maximum value of big data

      Jul 02, 2025

      Transforming the construction industry through digital twin modeling

      Jul 01, 2025

      How does big data start? From small data to big data

      Jun 30, 2025

      What is big data? What can big data do?

      Jun 29, 2025
    • CLO

      Serverless: Uncovering the benefits of the emerging cloud computing model

      Jul 03, 2025

      What does cloud platform mean?

      Jul 02, 2025

      Essential factors to consider for a successful cloud transformation journey

      Jul 01, 2025

      Building a Smart City: The Importance of Cloud Storage

      Jun 30, 2025

      SaaS sprawl: meaning, hazard, status quo and mitigation plan

      Jun 29, 2025
    • IoT

      Skills shortage remains the biggest barrier to IoT adoption in the oil and gas industry

      Jul 03, 2025

      Why the Metaverse Matters for the Future of Manufacturing

      Jul 02, 2025

      6 Ways the Internet of Things is Transforming Agriculture

      Jul 01, 2025

      4 Big Challenges for IoT Data Collection and Management

      Jun 30, 2025

      Most enterprises expect a return on investment within one year of IoT deployment

      Jun 29, 2025
    • Blockchain

      How does the Internet of Things affect the working world?

      Jul 03, 2025

      What is Bitcoin?

      Jul 02, 2025

      Blockchain Common Consensus Mechanisms

      Jul 01, 2025

      How energy company Powerledger (POWR) is using blockchain to improve the world

      Jun 30, 2025

      Ten application scenarios for blockchain

      Jun 29, 2025
    IT PARK
    Home » Big Data » Types of Big Data Analytics Data
    Big Data

    Types of Big Data Analytics Data

    With the gradual development of big data, there is more and more data, and data analysis is especially important.
    Updated: Jun 22, 2025
    Types of Big Data Analytics Data

    With the gradual development of big data, more and more data, data analysis is particularly important, then, what types of data for big data analysis? Let's take a look!

    1. TRANSACTION DATA

    Big data platforms can access a larger time span, more massive structured transaction data, so that a wider range of transaction data types can be analyzed, including not only POS or e-commerce shopping data, but also behavioral transaction data, such as Web server records of Internet clickstream data logs.

    2. HUMAN-GENERATED DATA

    Unstructured data is widely available in emails, documents, images, audio, video, and data streams generated through blogs, wikis, and especially social media. These data provide a rich source of data for analysis using text analysis functions.

    3. MOBILE DATA

    Smartphones and tablets with Internet access are becoming more and more common. Apps on these mobile devices are capable of tracking and communicating a myriad of events, from transaction data within the app (e.g., a recorded event for a product search) to personal information or status reporting events (e.g., a change in location that reports a new geocode).

    4. MACHINE AND SENSOR DATA

    This includes data created or generated by functional devices, such as smart meters, smart temperature controllers, factory machines, and Internet-connected home appliances. These devices can be configured to communicate with other nodes in the interconnected network and can also automatically transmit data to a central server so that the data can be analyzed.

    Machine and sensor data are prime examples of what is generated from the emerging Internet of Things (IoT). Data from the IoT can be used to build analytical models, continuously monitor predictive behavior (e.g., identifying when sensor values indicate a problem), and provide prescribed instructions (e.g., alerting technicians to check equipment before something really goes wrong).

    The types of data for big data analytics are basically the four types above, and we can only better choose to make good use of data analytics tools if we understand the types of data.

    big data Analytics Variety
    Previous Article What are the characteristics of cloud computing?
    Next Article What causes the bitcoin network hash rate to increase?

    Related Articles

    Big Data

    How Research Institutes Should Use Data Analytics Tools to Improve Research Efficiency

    May 18, 2025
    Big Data

    Where does the data for Big Data come from?

    Jun 15, 2025
    Big Data

    Uncover 10 big data myths

    Jun 13, 2025
    Most Popular

    The role of IoT devices in intelligent workplace technology

    Jun 25, 2025

    Why does the phone turn off when the remaining battery is not zero

    Jun 03, 2025

    Smart Museums: 6 IoT Applications for Museums and Galleries

    Jun 21, 2025
    Copyright © 2025 itheroe.com. All rights reserved. User Agreement | Privacy Policy

    Type above and press Enter to search. Press Esc to cancel.