a trail of data

USAGE SUMMARY

The phrase "a trail of data" is correct and usable in written English.
It can be used to describe a sequence or collection of data points that are left behind or generated by a process or activity. Example: "The investigation revealed a trail of data that led to the identification of the suspect."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

AMERICANS, whether they realize it or not, leave a trail of data with every life step.

The New York Times - Tech

Nationally, the perspective is clouded, since the federal government has required colleges to report their crime numbers to the Department of Education only since 1999, resulting in a trail of data almost too meager to consider.

The New York Times

Any time you visit a website, you leave a trail of data behind you.

TechCrunch

Our everyday activities — web searches, status updates, 'likes', tweets, and comments — they all leave a trail of data behind which we tend to see as ephemeral or throwaway.

TechCrunch

However, the average person is mostly worried about spreading their information online, unscrupulous advertisers taking advantage of leaked data... and for the same reason that you close the door to go into your house, some people just don't want to leave a trail of data where they've been on the internet.

BBC

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

As the internet took hold, though, our data productivity increased exponentially, because everything we did online left a trail of digital data that could easily be mined by the internet corporations with whose services we interacted.

The Guardian - Opinion

There are no national regulations that force departments to release the raw footage -- or any trail of data -- to the public or press.

Huffington Post

In short, web surfers would no longer leave a trail of the data they've generated with powerhouses like Facebook and Google unless they want to grant companies access to it.

TechCrunch

By equipping these machines with sensors, they can follow a digital trail of data to understand the health of those machines.

TechCrunch

A paper trail of data updates was kept in the participants' records.

BMC Oral Health

By placing all the information about services or complex manufacturing and assembly processes on a private, permissioned blockchain, the idea is that a company can create an "immutable" audit trail of data.

TechCrunch

Expert writing Tips

Best practice

When discussing online activity, use "a trail of data" to emphasize the passive accumulation of information left behind by users.

Common error

Avoid using "a trail of data" when "a data set" or "data stream" is more appropriate; ensure the context implies a sequence or record of past actions.

Linguistic Context

The phrase "a trail of data" functions as a noun phrase, typically serving as the object of a verb or the complement of a preposition. As Ludwig AI indicates, this phrase is used to describe a sequence or collection of data points.

Expression frequency: Rare

Frequent in

News & Media

60%

Science

40%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "a trail of data" is a noun phrase used to describe a sequence of data points left behind by various activities. According to Ludwig AI, the phrase is grammatically correct and is used to describe a sequence or collection of data points. Although it's not highly frequent, it appears in news and media, and science contexts. Alternatives such as "a data footprint" or "a digital trace" offer similar meanings with slight variations in emphasis. When writing, remember that this phrase is most effective when highlighting the sequential nature of data accumulation, especially concerning digital activity and its implications.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

a data footprint

Replaces "trail" with "footprint", emphasizing the lasting impact of data.

a digital trace

Substitutes "trail of data" with a more concise term indicating digital activity.

a path of information

Uses "path" instead of "trail" and "information" for "data", softening the technical feel.

a series of data points

More explicitly describes the "trail" as a sequence of individual data elements.

a data history

Focuses on the chronological aspect, presenting the data as a record over time.

a chain of digital evidence

Highlights the evidential nature of the data, suggesting it can be used for tracing or proving something.

a stream of digital information

Emphasizes the continuous and flowing nature of the data.

an audit log

Refers to a specific type of data trail used for tracking changes and activities in a system.

a record of data

A general term indicating a collection of data kept for reference.

a data sequence

Emphasizes the ordered arrangement of the data.

FAQs

How can I use "a trail of data" in a sentence?

You can use "a trail of data" to describe the information left behind by online activity, financial transactions, or any series of events that generates records. For instance, "Every online purchase leaves "a trail of data" that can be analyzed".

What are some alternatives to "a trail of data"?

Some alternatives include "a data footprint", "a digital trace", or "a path of information", depending on the specific context.

Is "data trail" the same as "a trail of data"?

While similar, "a trail of data" emphasizes the sequence and accumulation of data points, whereas "data trail" can sometimes refer more broadly to the entire collection of data associated with a particular event or entity.

In what situations is it best to use "a trail of data" over other similar phrases?

Use "a trail of data" when you want to highlight the ongoing, sequential nature of the data being generated, especially when discussing privacy, security, or the analysis of user behavior.