preparation data

USAGE SUMMARY

The phrase "preparation data" is correct and usable in written English.
It can be used in contexts where data is being gathered or organized for a specific purpose, such as analysis or project planning. Example: "Before we begin the project, we need to collect all the relevant preparation data to ensure a smooth workflow."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Data preparation: Data processing should be reported, including the assessment of multivariate normality, analysis of missing data, method to address missing data, and data transformations.

Ecological Processes

HAH Study planning, data preparation, data analyze.

Journal of Experimental Orthopaedics

LE Study planning, data preparation, data analyze.

Journal of Experimental Orthopaedics

AB Study planning, data preparation, data analyze.

Journal of Experimental Orthopaedics

performed EM sample preparation, data collection.

Protein & Cell

OT Study planning, data preparation, data analyze, main author.

Journal of Experimental Orthopaedics

Data preparation Data analysis is rarely performed directly on the whole dataset.

Brain Informatics

However, the downstream methods for isolation, preparation, data generation, and analysis have made rapid advancements.

Clinical and Translational Medicine

JX participated in material preparation, data analysis, and drafted the manuscript.

Nanoscale Research Letters

Similarly, the efficiency of SAXS method was evaluated by the time required for sample preparation, data acquisition, and data analysis.

Nanoscale Research Letters

Technological advances have changed the preparation, data collection, analysis, storage, and visualization of the modern geomorphological map.

Treatise on Geomorphology

Expert writing Tips

Best practice

When using "preparation data", specify the type of data and the purpose of preparation to provide context. For example, "sample preparation data for mass spectrometry".

Common error

Avoid using "preparation data" without specifying the data's source or intended use. Be specific about what is being prepared to avoid ambiguity.

Linguistic Context

The phrase "preparation data" functions as a noun phrase, typically acting as a subject or object within a sentence. It refers to the data that is collected or generated as part of a preparation process. Ludwig examples show its use in scientific and technical writing.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

The phrase "preparation data" is a noun phrase commonly used in scientific and technical writing to refer to the data collected or generated during a preparation process. Ludwig AI indicates that the phrase is grammatically correct and frequently used, primarily within the realm of science. When using this term, specificity is key; detailing the data's source and purpose will enhance clarity. Alternative phrases like "data preparation process" or "data preprocessing" can be used to add nuance. Avoiding overgeneralization and providing context is crucial for effective communication.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data preparation process

This alternative emphasizes the procedural aspect of preparing data.

data preprocessing

A technical term often used in data science, focusing on transforming raw data.

data arrangement

Focuses on organizing data in a structured manner.

data conditioning

Implies modifying or cleaning data to meet specific requirements.

data refinement

Highlights improving the quality and accuracy of the data.

data organization

Stresses the act of systematically structuring data.

data setup

A simpler term for configuring data for a specific task.

data structuring

Emphasizes the act of giving data a specific structure.

data formatting

Focuses on converting data into a specific format.

preliminary data

Refers to the initial dataset used for preparation.

FAQs

How is "preparation data" used in scientific research?

"Preparation data" is used to document the steps and parameters involved in preparing samples or datasets for analysis. This ensures reproducibility and transparency in research.

What's the difference between "data preparation" and "preparation data"?

"Data preparation" refers to the process itself, while "preparation data" refers to the specific data generated or used during that process. It's the data that describes or results from the preparation.

What kind of information is included in "preparation data"?

The information included in "preparation data" depends on the context, but it usually includes details about the materials, methods, equipment, and parameters used during the preparation process.

What are some alternatives to "preparation data" in a research paper?

Depending on the context, you could use alternatives such as "preprocessing data", "conditioning data", or "sample preparation details".