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
collect all necessary data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "collect all necessary data" is correct and usable in written English.
You can use it when referring to the process of gathering essential information for analysis or decision-making. Example: "Before we proceed with the analysis, we need to collect all necessary data to ensure accurate results."
✓ 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
1 human-written examples
In order to collect all necessary data, strain gauges and an ARAMIS Digital Image Correlation (DIC) system produced by the GOM company were employed.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
59 human-written examples
It operates on a simple principle: it collects all necessary data related to vehicle efficiency and, through an on board USB gate, stores the data into a standard USB key.
This enabled us to collect all the data necessary for classification of disease severity.
Science
The interface components have been structured to collect all the data necessary to conform to MIAME guidelines; a variety of compliant, text-based file output formats can be generated.
Science
"[HMRC] should also consider whether it is necessary to collect all the data it currently collects… or whether it would be more cost-effective to focus on a reduced number of key measures, such as those which are most business-critical or liable to fluctuations in performance".
News & Media
Completeness of data was good; excluding just one variable (24-h urine), 94.6% of all necessary data were collected on average for each patient; 24-h urine was available in only 78.1% of patients.
Science
A standardized, pre-tested interview questionnaire (participants), a medical documentation sheet (physicians in dialysis centres), a logbook for all activities (dialysis centres) were used to collect the necessary data.
Science
Funders could help by adopting CPED and mandating that programs collect the necessary data.
News & Media
(B) Explanation of the processes and methods used to collect the necessary data for the GHG calculations.
Academia
A full factorial design of experiment (DOE) is used to collect the necessary data for developing and validating the models.
Science
Two tools were used to collect the necessary data: a structured interview questionnaire sheet and a structured observational checklist for the nurses.
Expert writing Tips
Best practice
When planning a research project, start by clearly defining what data is truly "necessary". This will help you avoid collecting irrelevant information and streamline your efforts.
Common error
Avoid the common pitfall of collecting excessive data without a clear purpose. This can lead to analysis paralysis and wasted resources. Focus on "collecting the necessary data" that directly addresses your research questions or business needs.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "collect all necessary data" functions as a directive or description of a process. It indicates the action of gathering data that is essential for a specific task. Ludwig AI shows that the phrase is commonly used in scientific and business contexts.
Frequent in
Science
65%
News & Media
25%
Formal & Business
10%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "collect all necessary data" is a grammatically sound and frequently used expression that emphasizes the need for comprehensive data gathering. Ludwig AI analysis confirms its correctness and highlights its common usage in science, news, and business contexts. While variations like "gather all required data" exist, the core message remains consistent: ensure you obtain all essential information for your purpose. Avoiding over-collection and focusing on relevant data are key to efficient and effective analysis.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
gather all required data
Replaces "collect" with "gather" and "necessary" with "required", maintaining the core meaning.
acquire all essential data
Substitutes "collect" with "acquire" and "necessary" with "essential", slightly emphasizing the act of obtaining the data.
obtain all pertinent data
Replaces "collect" with "obtain" and "necessary" with "pertinent", highlighting the relevance of the data.
assemble all crucial data
Substitutes "collect" with "assemble" and "necessary" with "crucial", stressing the importance of the data.
compile all relevant data
Replaces "collect" with "compile" and "necessary" with "relevant", focusing on the process of gathering data from various sources.
accumulate all vital data
Substitutes "collect" with "accumulate" and "necessary" with "vital", suggesting a gradual gathering of data over time.
extract all needed data
Replaces "collect" with "extract" and "necessary" with "needed", emphasizing the process of pulling specific data from a larger set.
procure all indispensable data
Substitutes "collect" with "procure" and "necessary" with "indispensable", giving a formal tone.
secure all critical data
Replaces "collect" with "secure" and "necessary" with "critical", highlighting the importance of ensuring the data's safety and accessibility.
garner all significant data
Substitutes "collect" with "garner" and "necessary" with "significant", implying the data holds substantial importance.
FAQs
What does "collect all necessary data" mean?
It means to gather all the information that is required or essential for a specific purpose, such as analysis, research, or decision-making. It emphasizes completeness and relevance in data collection.
What is a good alternative to "collect all necessary data"?
A suitable alternative is "gather all required data", which conveys a similar meaning with slightly different wording.
In what contexts is it appropriate to use the phrase "collect all necessary data"?
This phrase is suitable for use in formal reports, academic papers, business proposals, and any situation where comprehensive and relevant data collection is crucial.
Is it redundant to say "collect all necessary data"? Can I just say "collect data"?
Saying just "collect data" is acceptable, but "collect all necessary data" emphasizes the importance of ensuring that you have all the essential information needed for your purpose. The full phrase is more precise.
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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested