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
data on resources
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data on resources" is correct and usable in written English.
It can be used when referring to information or statistics related to various resources, such as financial, human, or natural resources. Example: "The report provides comprehensive data on resources available for sustainable development in the region."
✓ Grammatically correct
Science
Evaluation and Program Planning
News & Media
Alternative expressions(1)
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
15 human-written examples
To assess economic efficiency and provide evidence for scaling we collected data on resources used and project expenses.
We [the Grantham Foundation for the Protection of the Environment] were gracefully moving into the environment, save these animals and habitats, and all these good things, then the data on resources - starting about four years ago – made me realise that some of these were really urgent.
News & Media
The privacy extends to data on resources required by the cloud clients.
Science
Data on resources were collected for each patient.
Science
The instruments record data on resources used and expenditures.
Science
Table 2 also presents data on resources available to the HBAs.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
45 human-written examples
To identify key factors for making RCTs more sustainable, empirical data on resource use and associated costs are needed.
We explore appropriate strategies for training, and for deriving a compact image descriptor from the learned representation suitable for indexing data on resource constrained e. g.
Data on resource use, including hospitalizations, medical procedures, medications, and diagnostic tests, were abstracted from subjects' clinical trial records.
Academia
The costs were identified from components of trial budgets and primary data on resource use.
Science
Data on resource use were collected using a telephone questionnaire.
Science
Expert writing Tips
Best practice
When discussing "data on resources", specify the type of resources (e.g., financial, human, natural) to provide clarity and context.
Common error
Avoid using "data on resources" without specifying the type or context. Broad statements can lead to ambiguity. Always clarify what specific resources are being discussed.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data on resources" functions as a noun phrase, serving to identify and categorize information related to various resources. As demonstrated by Ludwig, this phrase is commonly used to introduce discussions or analyses concerning resource availability, usage, or management.
Frequent in
Science
70%
Formal & Business
20%
News & Media
10%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "data on resources" is a grammatically sound noun phrase commonly used to denote information or statistics pertaining to various resources. Ludwig AI indicates its acceptability and relevance across multiple domains, particularly in scientific and formal contexts. While alternatives like "resource data" or "information on resources" exist, "data on resources" remains a precise and frequently employed term. Remember to clarify the specific resources being discussed to avoid ambiguity. The phrase sees frequent use in academic and scientific publications, as well as formal business reports, emphasizing its role in conveying evidence-based insights for analysis and decision-making.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
Resource data
This is a more concise version using a compound noun.
Information on resources
Replaces "data" with the more general term "information".
Resource information
A more concise version removing the preposition.
Statistics on resources
Substitutes "data" with "statistics", implying a quantitative aspect.
Resource-related data
Uses an adjective to describe the type of data.
Resource statistics
A quantitative version that replaces "data" with "statistics".
Figures on resources
Replaces "data" with "figures", suitable for numerical data.
Details on resources
Uses a more general term for specific pieces of information.
Insights on resource allocation
Focuses on the allocation aspect of resources.
Reports on resources
Suggests formal documentation containing data.
FAQs
What does "data on resources" mean?
The phrase "data on resources" refers to collected information, statistics, or facts pertaining to various types of resources, such as financial assets, human capital, natural resources, or technological capabilities. It's often used in contexts requiring analysis or management of these resources.
How can I use "data on resources" in a sentence?
You might use it like this: "The report provides comprehensive "information on resources" available for sustainable development", or "Statistics on resources show a decline in water availability in the region".
What are some alternatives to saying "data on resources"?
Depending on the context, you could use alternatives such as "resource data", "resource information", or "resource statistics".
Is it better to say "data of resources" or "data on resources"?
"Data on resources" is the correct and standard phrasing. "Data of resources" is grammatically incorrect and not used in common English.
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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested