follows a data

USAGE SUMMARY

The phrase "follows a data" is not correct in standard written English.
It should be "follows data" or "follows a dataset" depending on the context. Example: "The analysis follows data collected from various sources to ensure accuracy."

⚠ May contain grammatical issues

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

Rather than providing an encyclopedic review of probability models, the book's structure follows a data analysis perspective.

Springer

TeP follows a data representation scheme identical to WordNet and its second version featuring a Web interface was made available for use without charge in 2008; it contains 44,296 terms and 19,885 synsets.

Journal of the Brazilian Computer Society

The procedures are as follows: (a) Data initialization: define fuzzy clustering set as c = 2 and optimized classification threshold as ε = 0.3, initialized detection machine number as n, minimum detection frequency of low-risk data as l min, maximum detection frequency of high-risk data as l max, time intervals as Δt.

EURASIP Journal on Wireless Communications and Networking

The database structure follows a data warehouse approach, which consists in collecting and formatting heterogeneous data from different sources, in order to make them accessible by the scientific community through a unified query schema using a web interface.

BMC Systems Biology

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

As Pollen VC follows a "data-driven lending model," taking a feed directly from billing system of the app stores, the company has visibility into app sales information and the confidence to advance app companies 95% of the total revenue they have earned with their apps every seven days.

Forbes

Following a data verification period, ISS released on November 21, 2016, the new QualityScore ratings for companies.

Columbia University

Currently available SOS implementations follow a data warehouse design approach for data integration.

Computers & Geosciences

Following a data breach in November 2014, scammers have repeatedly called customers and pretended to be from TalkTalk, while quoting them their account numbers to gain their trust.

The Guardian - Business

Following a data breach, victims are typically provided with a year of free identity protection from the company at fault.

TechCrunch

Any analyst can follow a data cookbook that provides the ingredients - a specific set of datasets and algorithms - and a straightforward recipe.

Forbes

Following a data breach, companies often must hire security consultants, engage legal counsel and offer credit monitoring services to affected customers.

Forbes

Expert writing Tips

Best practice

Prefer "follows data" or "follows a dataset" for grammatical correctness. Ensure the context clearly indicates whether you're referring to a general trend or a specific dataset.

Common error

Avoid using the indefinite article "a" before "data" when referring to data in general. "Data" is often used as a mass noun, so it usually doesn't require an article. Instead of saying "follows a data", consider saying "follows data".

Linguistic Context

The phrase "follows a data", while grammatically questionable, attempts to describe a relationship where something adheres to or is guided by data. Ludwig AI indicates that the phrase is not correct in standard written English. The intended function is to show dependence or alignment.

Expression frequency: Rare

Frequent in

Science

33%

News & Media

33%

Formal & Business

33%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, while the phrase "follows a data" appears in various sources, Ludwig AI flags it as grammatically incorrect. The intended meaning typically involves something adhering to or being guided by data, but it's more appropriate to use "follows data" or "follows a dataset". Grammatical concerns and usage inconsistencies suggest careful revision in formal contexts is needed. For improved clarity and correctness, consider alternatives like "adheres to data" or "is based on data".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

adheres to data

This alternative replaces "follows" with "adheres to", maintaining a similar level of formality but emphasizing compliance with the data.

complies with data

This phrase uses "complies with" instead of "follows", suggesting a stricter adherence to data requirements or regulations.

conforms to data

Replaces "follows" with "conforms to", highlighting the alignment or agreement with data patterns.

aligns with data

This alternative focuses on the alignment or synchronization with the data, suggesting a harmonious relationship.

is consistent with data

This phrase emphasizes the consistency between an action or process and the available data.

mirrors data trends

This option specifically addresses the reflection or replication of trends found within the data.

is guided by data

This alternative shifts the focus to the data as a guiding force, influencing decisions or actions.

is based on data

This phrase indicates that something is fundamentally reliant on the data for its foundation or justification.

draws from data

This alternative suggests extracting information or insights directly from the data.

is informed by data analysis

This emphasizes that data analysis provides key insight and knowledge, which in turn leads to some action or decision.

FAQs

What is the correct way to say "follows a data"?

The grammatically correct ways to phrase this are either "follows data", treating "data" as a mass noun, or "follows a dataset", if you're referring to a specific set of data.

Is it ever correct to use "follows a data"?

In most standard English contexts, it's more accurate to say "follows data" or "follows a dataset". The use of "a" before "data" is generally considered incorrect unless you are implying a single point of data.

What are some alternatives to "follows a data"?

Depending on the context, you could use phrases like "adheres to data", "complies with data", or "is based on data".

How does the meaning change if I say "follows data" instead of "follows a data"?

Saying "follows data" implies a general adherence to information, trends, or guidelines derived from data. Saying "follows a data" (though less common and often incorrect) might imply compliance with a single, specific piece of information, but it's generally better to rephrase for clarity.