all sources of data

USAGE SUMMARY

The phrase "all sources of data" is correct and usable in written English.
It can be used when referring to every origin or type of information that is available for analysis or consideration. Example: "In our research, we must consider all sources of data to ensure the accuracy of our findings."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

18 human-written examples

"What we are doing in Dublin is particularly innovative because we are starting to look at all sources of data – through work with IBM," says O'Brien. "It's not just bus and traffic data but fusing it all together.

The Guardian

This chapter explains all sources of data and information for reservoir modeling, reservoir characterization, analytical and numerical models, and techniques for verifying the constructed models.

Experimental Design in Petroleum Reservoir Studies

A spreadsheet was used to create a record of all statements of incubation period, whether a citation was provided or not, and all sources of data.

Plosone

Comprehensive reviews should ensure that all sources of data are brought to light, and help provide equal footing for publications that might otherwise receive less attention.

Plosone

A critical content analysis was conducted for all sources of data collected.

BMC Geriatrics

SKQ particularly aims at pooling information from all sources of data to obtain the highest-quality models.

ACS Sustainable Chemistry & Engineering

Human-verified similar examples from authoritative sources

Similar Expressions

42 human-written examples

In both cases, it was possible to obtain data from all sources of information.

BMC Health Services Research

Using all these sources of data, we will hopefully be able to construct detailed descriptive models of the various sorts of consciousness.

SEP

And you can opt in to buy all these sources of data and [it's] the platform that sits in the middle".

TechCrunch

Big data ownership is fragmented across all the sources of data, including providers, payers, pharmaceuticals, governments, data brokers, technology providers and patients (Szlezák et al. 2014).

International Journal of Bipolar Disorders

Further work is now needed to achieve a successful integration of all these sources of data to enable us to identify young people at risk for obesity and personalize preventive strategies [ 143].

Genome Medicine

Expert writing Tips

Best practice

When discussing research or analysis, using "all sources of data" reinforces the thoroughness and comprehensiveness of your methodology. This highlights the credibility of your findings by demonstrating that no relevant information was overlooked.

Common error

Avoid using "all sources of data" when you haven't actually consulted every possible source. Be specific about the types of sources you have used to maintain accuracy and avoid misleading your audience.

Linguistic Context

The phrase "all sources of data" functions as a noun phrase, acting as the object of a verb or preposition. According to Ludwig AI, the phrase is grammatically correct. Examples in Ludwig demonstrate its use in academic research, data analysis, and general reporting contexts.

Expression frequency: Common

Frequent in

Science

50%

News & Media

29%

Formal & Business

21%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "all sources of data" is a grammatically correct and commonly used expression that emphasizes a comprehensive and thorough approach to information gathering and analysis. As Ludwig AI confirms, this phrase is widely accepted and applicable in various contexts. It is frequently encountered in scientific research, news reporting, and formal business settings. While alternatives like ""every data source"" or ""complete data set"" can be used, "all sources of data" effectively conveys the dedication to considering every possible piece of information.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

every data source

Replaces "sources of data" with the more concise "data source", maintaining the meaning of comprehensive data inclusion.

complete data set

Emphasizes the completeness of the data rather than the origin, highlighting the exhaustive nature of the information.

comprehensive information

Shifts the focus from data to information, implying that all available information has been considered.

all available information

Highlights the availability of information, stressing that no information has been excluded.

every possible data point

Focuses on individual data points, indicating an exhaustive collection and consideration of all available data.

complete range of data

Highlights the variety and extent of data, emphasizing the breadth of information considered.

all relevant data

Limits the scope to only relevant data, implying a filtering process to include only pertinent information.

entire data pool

Uses the term "pool" to describe the entire collection of data, suggesting a comprehensive compilation.

exhaustive data collection

Emphasizes the process of gathering data, highlighting the thoroughness and completeness of the collection effort.

integrated data resources

Focuses on data resources that have been combined, stressing the synthesis of information from various origins.

FAQs

How can I use "all sources of data" in a sentence?

You can use "all sources of data" to emphasize the comprehensive nature of your analysis. For example, "The research team considered "all sources of data", including surveys, interviews, and public records."

What are some alternatives to "all sources of data"?

Alternatives include "every data source", "complete data set", or "comprehensive information" depending on the specific context.

Is it redundant to say "all available sources of data"?

While "available" might seem redundant, it can add emphasis that the analysis was limited to accessible data. However, ""all sources of data"" alone often implies accessibility.

What does "integrating all sources of data" mean?

Integrating "all sources of data" means combining information from various origins into a cohesive whole for analysis. This often involves cleaning, standardizing, and correlating the data to identify patterns and insights.