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
integrate data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "integrate data" is correct and usable in written English.
You can use it when discussing the process of combining or consolidating data from different sources into a unified format or system. Example: "Our goal is to integrate data from various departments to improve overall efficiency and decision-making."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(4)
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
60 human-written examples
In 2008 SAS announced Project Unity, designed to integrate data quality, data integration and master data management.
Wiki
The toolbox also provides a flexible platform for data integration (e.g., to integrate data from multiple experiments).
Image integration : before we can perform machine learning, we need to integrate data from different sources.
Science
Context.IO, Montreal, which helps developers integrate data from e-mail into applications, was acquired by Return Path, New York.
News & Media
Using ontologies to integrate data and reason has been widely practiced in life sciences.
Science
What is the best way to integrate data about them and the bio-objects they hold?
The architecture integrates integrate data from heterogeneous data sources of the organization.
Science
It allows Oracle CRM to integrate data from Twitter, Facebook, and YouTube, for example.
News & Media
It's not the "Real Time Digg" relaunch that will integrate data from Twitter and other sources.
News & Media
Going forward, the company can integrate data from cloud-based sources.
News & Media
They each control their own mobile operating system they can integrate data sync APIs into.
News & Media
Expert writing Tips
Best practice
When using "integrate data", specify the sources and types of data being integrated for clarity. This helps the reader understand the scope and complexity of the process.
Common error
Avoid using "integrate data" without specifying the purpose or benefit of the integration. Be clear about what the data will be used for and how it will improve decision-making or processes.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "integrate data" functions as a verb phrase, where "integrate" is the verb and "data" is the direct object. As Ludwig confirms, the phrase is grammatically sound and commonly used. The examples show its application across diverse contexts.
Frequent in
Science
52%
News & Media
30%
Formal & Business
18%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "integrate data" is a grammatically correct and frequently used term, as confirmed by Ludwig, that refers to the process of combining data from multiple sources into a unified format. It is used across various contexts, including science, news, and business, making it a versatile phrase. While it is generally acceptable, providing specific details on data sources and intended outcomes is crucial for clarity. Alternatives include "combine data" and "merge data". Its communicative purpose is to describe the action of unifying data for analysis and improved decision-making.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
combine data
Implies a simpler joining of data sets, without necessarily implying a complex integration process.
merge data
Suggests a blending of data into a single, unified set.
consolidate data
Emphasizes the streamlining and simplification of data from multiple sources.
unify data
Highlights the creation of a single, cohesive data resource.
synthesize data
Focuses on creating a new understanding from different data points.
amalgamate data
Indicates a more formal or technical combining of data.
correlate data
Highlights finding relationships and dependencies in different data sets.
assimilate data
Emphasizes the absorption of data into a larger system or understanding.
harmonize data
Suggests making data consistent and compatible across different systems.
pool data
Implies gathering data together for collective analysis or use.
FAQs
How can I use "integrate data" in a sentence?
You can use "integrate data" to describe the process of combining data from different sources. For example: "The company plans to integrate data from marketing and sales to improve customer targeting."
What are some alternatives to "integrate data"?
Some alternatives to "integrate data" include "combine data", "merge data", or "consolidate data", depending on the specific context.
What's the difference between "integrate data" and "collect data"?
"Collect data" refers to the process of gathering data, while "integrate data" refers to the process of combining data from multiple sources into a unified format or system. Therefore, they are distinct processes.
Why is it important to integrate data?
Integrating data can improve decision-making, streamline processes, and provide a more comprehensive view of information by combining data from disparate sources. This can lead to better insights and more efficient operations.
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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested