Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
establish data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "establish data" is correct and usable in written English.
It can be used when referring to the process of creating, collecting, or organizing data for a specific purpose or analysis. Example: "In order to conduct the research effectively, we need to establish data on the current market trends."
✓ Grammatically correct
Science
News & Media
Alternative expressions(8)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
29 human-written examples
CSR makes much of its revenue from chips enabling phones to establish data connections without wires.
News & Media
The agency would require a vast array of computing capacity, supporters said, and it would probably take a couple of years to establish data standards and build analytical models.
News & Media
ICAP, the biggest inter-dealer broker, has two such platforms ready to go.Watchdogs are also expected to establish data repositories, which will give them unfettered access to dealers' trades.
News & Media
Institutions must establish data provenance, and assure quality and relevance for the data input into algorithms.
News & Media
To meet challenges of searchability and data integration, the metabolomics community has several initiatives to establish data repositories.
Science & Research
Variogram models have been constructed to establish data stationarity and spatial correlation of input data points over the study area.
Human-verified similar examples from authoritative sources
Similar Expressions
31 human-written examples
They need to establish data-driven systems to train and evaluate teachers and principals.
News & Media
By finally making federal grants contingent on policy changes, the government has pushed states to develop strategies for turning around chronically failing schools, establish data-driven systems for training and evaluating teachers and adopt the new, more-rigorous standards released earlier this year by the National Governors Association.
News & Media
The rapid calculation of physicochemical properties of atoms, bonds and molecules is required to process thousands or millions of structures in data mining explorations, or to establish data-driven sound relationships between structure and observable properties.
Science
Eckersley promised that the new study will focus carefully on established data protection principles.
News & Media
In 2002, Bono established DATA, an advocacy group focused on debt, foreign aid, trade reform and AIDS in Africa.
News & Media
Expert writing Tips
Best practice
When using "establish data", ensure the context clearly indicates the purpose and scope of the data being created or collected. For example, specify what kind of data is being established (e.g. "establish data quality benchmarks").
Common error
Avoid using "establish data" without specifying the type of data or the process involved. Instead of saying "We need to establish data", be specific: "We need to establish data collection protocols for the study."
Source & Trust
83%
Authority and reliability
4.4/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "establish data" functions primarily as a verb phrase, indicating the action of creating, organizing, or setting up data for a particular purpose. Ludwig examples illustrate its use in contexts ranging from setting standards to creating data repositories.
Frequent in
Science
60%
News & Media
32%
Wiki
4%
Less common in
Formal & Business
0%
Reference
0%
Encyclopedias
0%
Ludwig's WRAP-UP
The phrase "establish data" is a grammatically sound and frequently used expression, particularly within scientific and news-related contexts. As Ludwig's examples show, it denotes the action of creating, collecting, or setting up data for a specific purpose, such as establishing data quality benchmarks or creating data repositories. While it's generally appropriate, being specific about the data type and process will improve clarity. Alternatives like "gather data" or "collect data" may be suitable depending on the specific context. Overall, the usage of "establish data" is correct and clear if used with proper context.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
gather data
Focuses on the collection aspect of data, implying bringing data together from various sources.
collect data
Similar to 'gather data' but emphasizes a systematic accumulation of data.
compile data
Implies assembling data into a structured format, often from disparate sources.
generate data
Highlights the creation of new data, rather than its collection.
create a dataset
Emphasizes the formation of a structured collection of data for analysis.
formulate data
Focuses on data expression in a structured way.
structure data
Focuses on putting data into an organized format.
build a database
Suggests creating a system for storing and managing data.
define data standards
Implies setting up rules and guidelines for data formatting and content.
institute data protocols
Refers to implementing formalized procedures for handling data.
FAQs
How can I use "establish data" in a sentence?
You can use "establish data" to describe the creation, collection, or organization of data for a specific purpose. For example: "The goal is to establish data quality benchmarks for the project" or "The study seeks to establish data for normal adult Sudanese Arabs".
What are some alternatives to "establish data"?
Some alternatives to "establish data" include "gather data", "collect data", or "compile data" depending on the specific context.
When is it appropriate to use "establish data" rather than simply "collect data"?
"Establish data" is more appropriate when you're not just collecting it, but setting it up in a system or framework. "Collect data" is more appropriate when simply bringing it together. For example, a research study might "establish data collection protocols" before they "collect data" from participants.
Is "establish data" the same as "validate data"?
No, "establish data" focuses on the initial creation or collection of data, while validating data involves checking the accuracy and reliability of existing data. Establishing data is about setting it up, while validation is about ensuring its correctness. You can "validate data" after you "establish data".
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.4/5
Expert rating
Real-world application tested