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
in light of the data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "in light of the data" is correct and usable in written English.
It is typically used to indicate that a conclusion or decision is based on the information or evidence presented. Example: "In light of the data, we have decided to adjust our marketing strategy to better target our audience."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(20)
considering the data
based on the data
given the data
in view of the data
informed by the data
considering the evidence
in light of the fact
in light of the evidence
from a data perspective
from a quantitative standpoint
from a financial perspective
from a whole perspective
relying on the facts presented
based on the evidence given
based on the facts presented
according to the information provided
while in data
given the data available
while in fact
with this data at hand
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
52 human-written examples
Analysts said the move for Instagram looked "knee-jerk" in light of the data.
News & Media
"I don't think there is anyone who would dispute that today in light of the data, and this should be said loudly".
News & Media
Material combinations that might produce ductile laminated metal composites are then examined in light of the data and theory.
Science
We provide a portrait of the bacterial transcription apparatus in light of the data emerging from structural studies, sequence analysis and comparative genomics to bring out important but underappreciated features.
However, a lack of common HBV integration site in other samples cannot rule out the possibility of common origin of these two tumor components, especially in light of the data from WES analyses, because HBV could integrate in any sites of tumor genome.
Science & Research
In light of the data obtained in the present work, this new set-up for EME with low voltages has a future potential as a simple, selective, and fast sample preparation technique for simultaneous extraction and determination of acidic and basic drugs in different complicated matrices.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
8 human-written examples
All data extracted at the pilot visit were reviewed in light of the amended data extraction tool during subsequent data collection.
Science
"It absolutely should be changed, especially in light of the new data," said Dr. Eleanor Perfetto, whose husband, Ralph Wenzel, is an 88 Plan member institutionalized for dementia.
News & Media
In this talk, I will focus on the theoretical aspects of multiple field inflation in light of the Planck data.
Academia
Finally, RM programs hold promise for the future of CIED research in light of the massive data collected through RM databases converging with unprecedented computational capability.
Academia
In light of the massive data scandal involving Cambridge Analytica around the 2016 U.S. presidential election, a lot of people wondered how something like that could've happened.
News & Media
Expert writing Tips
Best practice
Use "in light of the data" to introduce conclusions or actions that are directly supported by the information presented. This adds a layer of justification and strengthens your argument.
Common error
Avoid assuming that because something is observed "in light of the data", it is necessarily caused by the data. Correlation does not equal causation; further investigation may be needed to determine the underlying cause.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "in light of the data" functions as a prepositional phrase that introduces a statement, indicating the basis or reason for the statement. It connects the presented information (data) to a conclusion, action, or understanding, as demonstrated by Ludwig.
Frequent in
Science
50%
News & Media
32%
Formal & Business
9%
Less common in
Academia
4%
Wiki
3%
Reference
2%
Ludwig's WRAP-UP
In summary, "in light of the data" is a prepositional phrase used to introduce a conclusion or action that is supported by data. Ludwig AI confirms its grammatical correctness and common usage across various contexts, particularly in science, news, and formal business settings. While the phrase is suitable for a range of writing styles, it is most effective in formal and professional contexts where data-driven reasoning is valued. Alternatives like "considering the data" or "based on the data" offer similar meanings but may vary slightly in formality or emphasis.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
considering the data
This alternative is more direct and concise, focusing solely on the act of considering the information.
based on the data
This option emphasizes the foundation of a decision or conclusion being the data itself.
given the data
This phrase highlights that the data serves as a given condition or premise.
taking the data into account
This version stresses the active process of incorporating the data into one's considerations.
in view of the data
This option is slightly more formal and emphasizes a comprehensive perspective.
with the data as a guide
This alternative implies that the data is used to inform and direct a process or decision.
informed by the data
This choice underlines that the data shapes or influences one's understanding or perspective.
as the data suggests
This phrase indicates that the data provides a hint or direction towards a specific interpretation.
considering the evidence
This is a more general alternative, applicable when not referring to structured data.
weighing the data
This implies a careful and thoughtful consideration of the data's significance.
FAQs
How can I use "in light of the data" in a sentence?
The phrase "in light of the data" is used to indicate that new information influences a decision or understanding. For example: "In light of the data, we have decided to revise our initial strategy."
What's a formal alternative to "in light of the data"?
A more formal alternative would be /s/"in view of the data".
Can "in light of the data" be used in casual conversation?
While grammatically correct, "in light of the data" is generally more suited for formal or professional contexts. In casual conversation, phrases like /s/"considering+the+information" or /s/"based+on+what+we+know" might be more appropriate.
Is there a difference between "in light of the data" and /s/"based+on+the+data"?
Both phrases are very similar. "Based on the data" directly states the foundation of a conclusion, while "in light of the data" suggests a more nuanced consideration of how the data has influenced a perspective.
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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested