Numbers, Facts and Trends Shaping Your World

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    Methodology

    The American Trends Panel survey methodology The American Trends Panel (ATP), created by Pew Research Center, is a nationally representative panel of randomly selected U.S. adults. Panelists participate via self-administered web surveys. Panelists who do not have internet access at home are provided with a tablet and wireless internet connection. The panel is being managed […]

  • report

    1. Household patterns by region

    Pew Research Center analyzed data on living arrangements in 130 countries, including 26 in the Asia-Pacific region, 40 in sub-Saharan Africa, 35 in Europe, 19 in Latin America and the Caribbean, and eight in the Middle East and North Africa, as well as the U.S. and Canada, which in this report make up North America. […]

  • report

    Methodology

    Researchers from Pew Research Center used a multistep process to produce the findings of this study. These steps included: Creating eight distinct datasets from existing image corpora. Constructing a deep learning gender classification model that could be retrained repeatedly. Drawing random samples of equal-sized and gender-balanced images from each or all of the image corpora […]