DATA MANIPULATION Meaning and
Definition
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Data manipulation refers to the process of altering or modifying data to extract meaningful information or achieve a desired outcome. It involves transforming raw data into a more structured and valuable form, typically for analysis or presentation purposes. Data manipulation encompasses various techniques and operations performed on datasets, such as filtering, sorting, aggregating, merging, splitting, and calculating statistical measures.
Data manipulation is commonly carried out using computer software or programming languages tailored for data processing, such as spreadsheet programs, databases, or scripting languages like Python or R. These tools provide functionalities that allow for efficient and effective handling of data manipulation tasks.
The purpose of data manipulation is to organize and reshape data in a format that is easier to understand and work with. It enables individuals and organizations to gain insights, make informed decisions, and support evidence-based conclusions. By manipulating data, one can identify patterns, trends, and correlations, uncover hidden relationships, derive statistical summaries, or generate visual representations.
Data manipulation can also involve cleaning and validating data, where inconsistencies, errors, or missing values are addressed to enhance data quality. It helps eliminate redundancies, incorrect entries, or irrelevant information, ensuring the reliability and accuracy of the dataset being manipulated.
In summary, data manipulation refers to the process of transforming and rearranging data to make it more structured, organized, and suitable for analysis or presentation purposes. It plays a crucial role in the data lifecycle, enabling effective data exploration, interpretation, and decision-making.
Common Misspellings for DATA MANIPULATION
- sata manipulation
- xata manipulation
- cata manipulation
- fata manipulation
- rata manipulation
- eata manipulation
- dzta manipulation
- dsta manipulation
- dwta manipulation
- dqta manipulation
- dara manipulation
- dafa manipulation
- daga manipulation
- daya manipulation
- da6a manipulation
- da5a manipulation
- datz manipulation
- dats manipulation
- datw manipulation
- datq manipulation
Etymology of DATA MANIPULATION
The etymology of the term "data manipulation" is derived from two main sources:
1. "Data" comes from the Latin word "datum", which means "something given" or "a piece of information". It is the plural form of the Latin word "datum".
2. "Manipulation" comes from the Latin word "manipulare", which means "to handle" or "to control". It is derived from the combination of "manus" (hand) and "-pulari" (frequentative suffix).
When combined, "data manipulation" refers to the process of handling or controlling pieces of information, commonly in the context of organizing, transforming, or processing data for various purposes.
