Machine learning demography

  • How can AI help with demographic data?

    Using machine learning algorithms to understand the demographics of social media users, AI can identify users based on user characteristics and statistics such as age, gender, location, and interests..

  • How data is used in demography?

    Demographic analysis is the collection and analysis of broad characteristics about groups of people and populations.
    Demographic data is very useful for businesses to understand how to market to consumers and plan strategically for future trends in consumer demand..

  • How well can machine learning predict demographics of social media users?

    The performance metrics were consistently above 0.50.
    Of the studies that used accuracy (n=53, 74.6%) as the measure of evaluation, the average accuracy was 0.83 (range 0.65 to 0.99).
    Studies that reported precision also had high values, with an average of 0.84 (range 0.58 to 0.98)..

  • What is a demographic model?

    Demographic models are an attempt to represent demographic processes in the form of a mathematical function or set of functions relating two or more measur- able demographic variables..

  • The performance metrics were consistently above 0.50.
    Of the studies that used accuracy (n=53, 74.6%) as the measure of evaluation, the average accuracy was 0.83 (range 0.65 to 0.99).
    Studies that reported precision also had high values, with an average of 0.84 (range 0.58 to 0.98).
Jan 14, 2022We use a machine-learning technique which allows us to identify not just the main effects of the demographic factors but also reveal subtle 
How well can machine learning predict demographics of social media users? Demographic information is pertinent in fields such as demography and public health, 

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