Disclosure
The Ethics of Big Data Usage
Exploring Ethical Issues in Text Analytics
Information Security
Data Classification
Regulations
Importance of Governance
Data Exposure
The Impact of Regulations on Financial Analytics 
Regulation Impact on Data Analytics Sarbanes-Oxley Act Requires accurate financial reporting and
disclosure, influencing data quality
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The Ethics of Big Data Usage 
Disclosure of data-sharing practices with third parties
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Exploring Ethical Issues in Text Analytics 
Key aspects include: Methodology
Disclosure: Organizations should disclose the methods used for text analysis, including algorithms and data sources
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Information Security 
InfoSec, refers to the processes and methodologies involved in protecting sensitive information from unauthorized access,
disclosure, alteration, and destruction
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Data Classification 
Internal Data Data meant for internal use only, not intended for public
disclosure ...
Regulations 
Health Insurance Portability and Accountability Act (HIPAA) United States Regulates the use and
disclosure of protected health information (PHI)
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Importance of Governance 
Transparency: Open communication and
disclosure of information
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Data Exposure 
Data exposure refers to the unintended access,
disclosure, or use of sensitive information
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Best Practices for Big Data Security 
Data Classification Data classification is the process of categorizing data based on its sensitivity and the impact of its
disclosure ...
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