data is fragmented

USAGE SUMMARY

The phrase "data is fragmented" is correct and usable in written English.
It can be used when discussing the state of data that is not organized or is scattered across different locations or formats. Example: "In our analysis, we found that the data is fragmented, making it difficult to draw accurate conclusions."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

A lot of organizations aren't good at that because our data is fragmented.

Harvard Business Review

Scientific data on natural occurring radioactive materials (NORMs) is available in unknown quantities and the data is fragmented over several different sources.

Construction and Building Materials

In some work, data is fragmented into small pieces and sent via multiple path for a better possibility to reach the destinations.

EURASIP Journal on Wireless Communications and Networking

We also assume that the transmitted data is fragmented in equal length packets of length bits enabled with FEC error correction capability up to bits, and this leads to the coding gain.

EURASIP Journal on Wireless Communications and Networking

When data is fragmented, your computer must search for the fragments of files that could be spread all over your hard drive.

WikiHow

Adam Steventon, head of data analytics at the Health Foundation, said: "The problem at the moment is that data is fragmented and not aligned around the patient … And the patient is not really put in a position of knowing why their data is used and for what".

The Guardian

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

num denotes the number of packets into which data are fragmented.

EURASIP Journal on Wireless Communications and Networking

With such an approach, themes and categories will emerge from the data through the researcher's careful analysis; inductive analysis is considered preferable when the data are fragmented.

Human Reproduction

While astonishing advances have been made in previous years in unveiling the molecular basis of parasite transmission from the mammalian host to the mosquito, the currently available data are fragmented and major key players for gametogenesis and adaptation have not yet been identified.

BMC Genomics

Due to the highly repetitive nature of the T. vaginalis genome the current genome sequence data are fragmented over 17,000 scaffolds [ 36], consequently it was only possible to generate a partial picture of the genome organisation for the TvBspA gene family.

BMC Genomics

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

Expert writing Tips

Best practice

When using "data is fragmented", specify the area affected (e.g., "customer data is fragmented across multiple databases") for clarity. Consider using visualizations to demonstrate the fragmentation and its impact.

Common error

Avoid simply stating "data is fragmented" without explaining why it matters. Instead, highlight the consequences of this fragmentation, such as increased costs, reduced efficiency, or missed opportunities.

Linguistic Context

The phrase "data is fragmented" functions as a descriptive statement. It characterizes the state of data as being divided or scattered, as validated by Ludwig's examples showing its common usage in describing organizational data challenges.

Expression frequency: Common

Frequent in

Science

36%

News & Media

32%

Formal & Business

9%

Less common in

Academia

9%

Wiki

5%

Unknown/unmatched sources

9%

Ludwig's WRAP-UP

The phrase "data is fragmented" is a commonly used and grammatically sound way to describe data that is scattered or poorly organized. Ludwig's analysis of various sources confirms its widespread use across scientific, news, and business contexts. Recognizing and addressing data fragmentation is crucial for organizations aiming to improve efficiency and decision-making. Alternatives like "data is siloed" or "data is scattered" can be used depending on the specific nuance you want to convey. Ultimately, effectively communicating the issue of data fragmentation and its consequences is the first step toward implementing effective solutions.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data is siloed

Data exists in isolated systems, hindering integration.

data is scattered

Data is spread across multiple locations, making it difficult to consolidate.

data is disjointed

Data lacks connection or coherence between different parts.

data is disconnected

Data points do not link together effectively.

data lacks integration

Data systems are not effectively combined or unified.

data is decentralized

Data storage and management is dispersed, leading to inconsistencies.

data is compartmentalized

Data is divided into distinct, isolated sections.

data is unstructured

Data does not follow a defined format or organization.

data is heterogeneous

Data from multiple and differing sources.

data is distributed

Data is spread across multiple devices or systems.

FAQs

What does it mean when someone says "data is fragmented"?

When data is described as "fragmented", it typically means that the data is scattered across different locations, systems, or formats, making it difficult to access, integrate, and analyze effectively. This can lead to inefficiencies and missed opportunities.

What are some synonyms for "data is fragmented"?

Alternatives to "data is fragmented" include "data is siloed", "data is scattered", or "data is disjointed", depending on the specific context.

How can I fix a situation where "data is fragmented"?

Fixing data fragmentation often involves consolidating data into a centralized repository, implementing data integration strategies, and establishing clear data governance policies. Tools like data warehouses, data lakes, and ETL processes can help.

What are the consequences of "data is fragmented" in an organization?

The consequences of fragmented data include inefficient decision-making, increased operational costs, inconsistent customer experiences, and missed opportunities for innovation. Addressing data fragmentation is essential for data-driven organizations.