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PREPARE - Coggle Diagram
PREPARE
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UML
detailed diagrams that describe the structure of a system by showing the system's entities, attributes, operations, and their relationships.
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Wide data
every data subject has a single row with multiple columns to hold the values of various attributes of the subject.
Long data
data in which each row is one time point per subject, so each subject will have data in multiple rows.
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Bias
Bias is a conscious or subconscious preference in favor of or against a person, group of people or thing.
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Interpretation bias
interpret ambiguous situations in a positive, or negative way.
Confirmation bias
the tendency to search for, or interpret information in a way that confirms preexisting beliefs.
Data ethnics
well- founded standards of right and wrong that dictate how data is collected, shared, and used
Ownership
who owns data? It isn't the organization that invested time and money collecting, storing, processing, and analyzing it. It's individuals who own the raw data they provide, and they have primary control over its usage, how it's processed and how it's shared.
Transaction transparency
All data processing activities and algorithms should be completely explainable and understood by the individual who provides their data.
Consent
an individual's right to know explicit details about how and why their data will be used before agreeing to provide it.
Currency
Individuals should be aware of financial transactions resulting from the use of their personal data and the scale of these transactions
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Openness
free access, usage, and sharing of data.
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