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  1. Understanding aggregate, de-identified and …

    • So, what is aggregate data? Aggregation refers to a data mining process popular in statistical analysis. Information is only viewable in groups and as part of a summary, not per the individual. When data … See more

    Can Aggregation Protect Privacy?

    As data aggregation only displays information in groups, many consider it a safeguard to protect personal information. After all, you cannot compromise privacy if the data on… See more

    Comparitech
    De-Identification: Removing Personal Details

    De-identification is a process that removes personal details from a data set.This approach … See more

    Comparitech
    From De-Identified to Re-Identified: It Might Not Take Much

    Unfortunately for organizations who might hope to use de-identification as a safeguard, many now see it as poor protection. Detailed data sets mean that people can … See more

    Comparitech
    What About Coded Data? Tokenization?

    Coded data and tokenization are solid ways to protect sensitive data. For coded data, all sensitive information is stripped out and replaced with code words, numbers, or unique iden… See more

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  2. The difference between aggregated and non-aggregate data is as follows123:
    • Aggregated data is compiled and summarized data.
    • Non-aggregate data refers to individual data that are not averaged or summarized.
    Learn more:
    To aggregate data is to compile and summarize data; to disaggregate data is to break down aggregated data into component parts or smaller units of data.
    www.edglossary.org/disaggregated-data/
    There is a distinction between aggregate data and individual data. Aggregate data refers to individual data that are averaged by geographic area, by year, by service agency, or by other means. Individual data are disaggregated individual results and are used to conduct analyses for estimation of subgroup differences.
    en.wikipedia.org/wiki/Aggregate_data
    Technically, "non-aggregatable" data isn't a term. However, it does describe data that shouldn't (or cannot) be aggregated. So, to understand this term, you must first determine what aggregated data is. Aggregated data is the data you collect from multiple sources that are compiled into summary reports.
    funnel.io/blog/non-aggregatable-data
     
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  4. Aggregate data - Wikipedia

    In statistics, aggregate data are data combined from several measurements. When data is aggregated, groups of observations are replaced with summary …

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