Data handling: meaning, definitions and examples

Used in general scenarios related to manual or automated ways of managing data, often in the context of collecting, storing, and ensuring its accessibility.

• Proper data handling prevents data breaches.
• Our team is well-versed in data handling best practices.

Used to describe a comprehensive approach that includes data handling, data processing, governance, and policy-making. It's often mentioned in strategic and administrative contexts.

• Effective data management is essential for business continuity.
• She specializes in data management solutions for large corporations.

Refers to the actions taken to manipulate or transform data into meaningful information, often through computational means. Common in contexts involving algorithms, computation, and analysis.

• Data processing is critical for generating accurate reports.
• The new software enhances data processing speeds.

This term refers to the general management and manipulation of data, especially in routine operations or basic tasks. It is often used when discussing the movement, storage, or retrieval of data within an organization.

• Proper data handling is crucial to maintain the integrity of our records.
• Data handling errors can lead to significant issues down the line.

This term describes the specific actions and methods applied to transform raw data into meaningful information. It is commonly used in technical contexts, particularly related to computer operations and software applications.

• Data processing is essential for converting raw data into useful insights.
• The data processing speed of this new system is quite impressive.

This phrase is used when talking about the comprehensive strategies, policies, and procedures for controlling and handling data. It often refers to a more structured and professional approach, ensuring data quality and governance.

• Effective data management practices can improve business outcomes.
• Data management involves maintaining data accuracy and availability.

Typically used in general conversations about managing, storing, or securing data. Often found in discussions about data policies or frameworks.

• Our company has strict data handling policies to ensure sensitive information is protected.
• Proper data handling is crucial to prevent data breaches.

Often used in contexts involving changing, adjusting, or modifying data for analysis or processing. This term can sometimes have a negative connotation if it implies unethical changes.

• Scientists manipulate data to identify patterns and trends.
• Be cautious not to manipulate data to fit your hypothesis, as it can lead to misleading conclusions.

Used when referring to the systematic series of actions or steps taken to achieve specific results, especially converting raw data into a usable form.

• The software is designed to process data quickly and efficiently.
• We need to process the data before we can generate the report.