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
for incoming data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "for incoming data" is correct and usable in written English.
It can be used when referring to data that is being received or processed by a system or application. Example: "The system is designed to handle requests efficiently for incoming data from various sources."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(2)
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
7 human-written examples
Most assumed that the weakness of the pound and the need to wait for incoming data would lead to a pause at least until August.
News & Media
We also address the trade-off between reducing power consumption and reducing delay for incoming data.
Science
The most important thing in arithmetic coding is to construct a good modeler that always provides accurate probability estimation for incoming data.
Science
In practice, informative, even pessimistic priors (i.e., overestimated infectiousness and mortality, underestimated recovery) may provide useful reference points for the adaptive policy calculations, especially in situations of acute infections for which the duration of the epidemic may be too short for incoming data to dominate the prior information.
Science
This letter contains, for instance, the following rates - recruitment rate (number of recruited patients per year compared to the estimated number of patients per year) - time for incoming data and available source data compared to required data).
Science
Even within such surveillance sites, prompt routine review procedures for incoming data are very important if major health-related events at the population level that might be climate-linked are to be spotted promptly (26).
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
These facilities were also responsible for continuous safety monitoring of incoming data and for complete QC/QA procedures, including cross-calibration of instruments at all clinical trial sites, and data analysis.
Science
In addition, we believe it provides a robust tool for future work assessing the need for storage space of incoming data in public repositories.
Science
Then, the AQHI index is produced and stored for each wave of incoming data.
Hadoop isn't great for processing streams of incoming data, which is where Storm and StreamReduce come in.
News & Media
Hadoop is great for running analytics on huge data sets that you've already collected, but it's not good for processing streams of incoming data.
News & Media
Expert writing Tips
Best practice
When discussing real-time systems, use "for incoming data" to emphasize the continuous flow and processing of data as it arrives. This highlights the system's capability to handle data dynamically.
Common error
Avoid using "for incoming data" when referring to data that has already been processed or stored. In such cases, use phrases like "for the processed data" or "for the stored data" to maintain clarity.
Source & Trust
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "for incoming data" primarily functions as a prepositional phrase modifying a verb or noun. As Ludwig AI confirms, it is grammatically correct and commonly used. It often describes the purpose or condition under which a system or process handles newly received data.
Frequent in
Science
70%
News & Media
20%
Formal & Business
10%
Less common in
Academia
0%
Encyclopedias
0%
Wiki
0%
Ludwig's WRAP-UP
In summary, the phrase "for incoming data" is a grammatically sound and relatively common prepositional phrase used to specify the target of a process or system that handles newly received data. As Ludwig AI indicates, this phrase is generally correct and usable in English. Predominantly found in scientific and technical contexts, it emphasizes the dynamic handling of data as it arrives. When writing, consider the context to determine if more specific alternatives like "for data ingestion" are more suitable. Ensure the data is genuinely incoming and hasn't already been processed to avoid overgeneralization.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
for received data
Focuses on the state of having already received the data, rather than the process of it coming in.
for data reception
Emphasizes the act of receiving data, suitable for technical contexts.
for data ingestion
Highlights the process of bringing data into a system, often used in data engineering.
for data acquisition
Focuses on the process of obtaining data, useful in scientific or research contexts.
for data feed
Implies a continuous stream of data, often used in real-time applications.
for new data
Highlights the novelty of the data being considered, simpler and more general.
to process incoming data
Focuses on processing the data as it arrives.
to handle incoming data
Emphasizes the management and manipulation of data as it's received.
for data stream
Specifies the continuous flow of data being managed.
for collecting data
Emphasizes the gathering of data.
FAQs
How can I use "for incoming data" in a sentence?
You can use "for incoming data" to describe processes that handle data as it is received, like "The algorithm is optimized for processing "incoming data" in real time".
What are some alternatives to "for incoming data"?
Alternatives include "for received data", "for data reception", or "for data ingestion", depending on the specific context and nuance you want to convey.
When should I use "for data ingestion" instead of "for incoming data"?
"For data ingestion" is more appropriate when discussing the process of bringing data into a system, especially in data engineering contexts, while "for incoming data" is a more general term for handling data as it arrives.
Is "for incoming data" formal or informal?
"For incoming data" is suitable for both formal and informal contexts, but it is often used in technical or scientific discussions. In more casual settings, simpler alternatives like "for new data" might be preferred.
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
80%
Authority and reliability
4.5/5
Expert rating
Real-world application tested