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  1. Understanding aggregate, de-identified and anonymous data

    • 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. Learn more:
    The distinction between aggregate and disaggregate data is subtle but essential. Aggregate data combines and summarizes information, whereas disaggregate data separate aggregated data into separate points or pieces of information.
    dataconomy.com/2022/03/31/what-is-aggregate-data/
    Aggregate data refers to numerical or non-numerical data that is (1) collected from a variety of sources and/or on a variety of measures, variables, or individuals, and (2) compiled into data summaries or summary reports for public reporting or statistical analysis. What is non-aggregate data, e.g., examining trends? Non-aggregated data.
    tipsfolder.com/difference-between-aggregated-disa…
    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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  7. Aggregated vs Disaggregated Data: Essential Insights …

    Jun 3, 2024 · Discover the difference between aggregated and disaggregated data and learn how data aggregation and disaggregation processes impact data analysis, insights, and decision-making.

  8. What is Data Aggregation? Why You Need It & Best …

    What is the difference between data aggregation vs data mining? Data aggregation involves summarizing and condensing large datasets into a more manageable form, while data mining focuses on discovering patterns, trends, …

  9. Aggregated vs. Non-Aggregated Data. Understand the Difference

  10. What is Data Aggregation? | Definition from TechTarget

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  12. Data Prep 101: What is an aggregate function and how do you

  13. What is non-aggregatable data and how can you work …

    Jul 13, 2023 · What is non-aggregatable 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 …

  14. Should I use aggregate or disaggregate data? - Cross Validated

  15. Difference Between Aggregated and Non-Aggregated …

  16. sql - To aggregate or not to aggregate, that is the database …

  17. A ggregated Vs. Non-Aggregated Data — An Important …

  18. The Data School - Aggregate vs Non-Aggregate Fields

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  20. Disaggregated Data Definition - The Glossary of Education Reform

  21. Aggregated vs. Non-Aggregated Data. An Important Distinction.

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