data manipulations

USAGE SUMMARY

The phrase "data manipulations" is correct and usable in written English.
It can be used in contexts related to data processing, analysis, or programming where you refer to the actions taken to alter or process data. Example: "The data manipulations performed on the dataset improved the accuracy of our predictive model."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

58 human-written examples

Data engineering in this course will challenge students to engage in techniques of data manipulations with datasets that are NOT perfect.

Columbia University

Then determine the graphs and or data manipulations that can be elicited from the data set.

The New York Times

It is examining other possible data manipulations going back a decade.

The Guardian - Business

We propose a general modeling framework that reconcile network-free data with a network based model without data manipulations.

Transportation Research Part C: Emerging Technologies

The initial specification, especially in terms of loop organization and array indices, describes the data manipulations and, subsequently, influences the outcome of the architecture implementation.

Journal of Systems Architecture

Data manipulations combined with the use of ANOSIM show that the experimental design was sufficiently powerful to have detected these differences if they had occurred in the experiment.

Journal of Sea Research

This translation scheme has been implemented in the open-source pre- and post-processing platform SALOME to extend its capabilities on data manipulations and visualizations.

Fusion Engineering and Design

Initial constraints on the analytic design and data manipulations resulted in only one test where convergence of the constructed and natural reef assemblages was indicated.

Journal of Experimental Marine Biology and Ecology

PC-based system integration with standard interfaces and the operability over the Ethernet meet the cost-effectiveness while the modular software was customized with a diverse range of data manipulations and control functions necessary for shared workspace and standard interfaces.

International Journal of Medical Informatics

Human-verified similar examples from authoritative sources

Similar Expressions

2 human-written examples

Ethical Electric's data manipulation maximizes the impact of its resources.

The Guardian

But it is manifestly not clandestine data manipulation.

The Guardian

Expert writing Tips

Best practice

When describing your methodology, specify the exact "data manipulations" you performed. For example, clarify if you normalized, transformed, or imputed missing values.

Common error

Avoid using "data manipulations" as a catch-all term without providing specifics. Always detail the actual operations performed to ensure clarity and reproducibility.

Linguistic Context

The phrase "data manipulations" functions as a noun phrase, typically used as the object of a verb or preposition. According to Ludwig AI, the phrase is correct and usable in written English. It refers to the actions taken to alter or process data, as shown in the numerous examples provided.

Expression frequency: Very common

Frequent in

Science

74%

News & Media

18%

Academia

3%

Less common in

Formal & Business

3%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "data manipulations" is a grammatically correct and very common term used to describe the processes of modifying data for various purposes, primarily in scientific, news, and academic contexts. As Ludwig AI confirms, the phrase is well-established and widely accepted. While it's often used in formal settings, specifying the exact operations performed is crucial for clarity. Alternatives like "data processing" or "data transformation" can be used depending on the specific context. When using "data manipulations", ensure you detail the specific techniques applied to avoid ambiguity.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data processing

Focuses on the act of converting data into a usable form, a broader term than specific manipulations.

data transformation

Emphasizes changing the format, structure, or values of data.

data wrangling

Highlights the process of cleaning and converting raw data into a usable format.

data munging

Similar to data wrangling, often involving more complex and ad-hoc transformations.

data treatment

Refers to the specific handling or processing applied to data.

data refinement

Implies improving the quality and accuracy of data.

data alteration

Focuses on the changes made to the data itself.

data adjustment

Suggests making minor corrections or modifications to data.

data modification

A general term for changing data in any way.

data handling

A broad term that encompasses all processes related to managing and using data.

FAQs

How is "data manipulations" used in academic writing?

In academic writing, "data manipulations" refers to specific techniques applied to datasets for analysis or presentation. You'll often see it in methodology sections describing data cleaning, transformation, or statistical processing.

What are some alternatives to "data manipulations"?

You can use alternatives like "data processing", "data transformation", or "data wrangling" depending on the context.

Is "data manipulations" a formal phrase?

"Data manipulations" is suitable for formal and technical writing. For less formal contexts, consider using terms like "adjusting data" or "changing data".

What does "data manipulations" encompass?

"Data manipulations" encompasses a wide range of operations, including cleaning, transforming, filtering, aggregating, and otherwise altering data to prepare it for analysis or presentation. It can also be unethical "data falsification".