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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
as of the data
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as of the data" is not standard in written English and may cause confusion.
It could be used when referring to a specific point in time regarding the data being discussed, but it is better to clarify the context. Example: "As of the data collected in March, our sales have increased by 20%."
Science
News & Media
Formal & Business
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
21 human-written examples
As of the data cut-off date of August 31, 2018, of the 35 patients treated in part 2, 22 completed the study, 7 are ongoing in follow-up, and 1 patient is continuing with study treatment (Fig. 1).
Science & Research
Overall, Uber remains massively unprofitable as of the data shown in these documents.
News & Media
The specifics of the tested scenario, as well as of the data and data mining techniques used, are described below.
Science
First, the increasing complexity of machine learning project requirements as well as of the data itself may require different types of solutions.
Science
The following table catalogues the changes in the relative uncertainty of the physical constants, as of the data of CODATA of 2010, and of base units that are directly affected by the proposal to change the units.
Wiki
None of these four patients had undergone surgery as of the data cutoff date.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
39 human-written examples
>> You want to get as much of the data as possible?
News & Media
First, we collected as much of the data directly from the study subjects as possible.
Science
Commenting and coding were performed to allow interpretation as well as categorisation of the data.
Science
This recalls the ongoing fallout from Clinton's email dump, as well as the data breach of the cheaters' dating website Ashley Madison.
News & Media
We will make as much of the data as possible openly available in due course, but, as is normal academic practice, not until our research is fully published".
News & Media
Expert writing Tips
Best practice
When using "as of the data", ensure the context clearly specifies the timeframe or version of the data being referenced to avoid ambiguity.
Common error
Avoid using "as of the data" without specifying a particular date or cutoff point. This can leave the reader unsure which dataset is being discussed and may result in incorrect interpretation.
Source & Trust
81%
Authority and reliability
3.9/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as of the data" functions as a prepositional phrase, typically used adverbially to specify a temporal context for a statement. It sets a reference point, indicating the information's validity up to a certain dataset. Ludwig AI shows many examples in scientific publications and news media.
Frequent in
Science
53%
News & Media
29%
Formal & Business
6%
Less common in
Wiki
6%
Academia
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "as of the data" serves to establish a clear temporal boundary when presenting information, specifying that the data is accurate up to a particular point. While grammatically acceptable, Ludwig AI highlights that alternatives like "according to the data" or "based on the data" might be more suitable depending on the context. Its frequency is common, with prominent use in science, news media and formal business contexts. While useful for establishing a timeframe, it's important to specify exactly which data is being referenced for clarity. Ludwig AI shows that its usage is well accepted in the english language.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
according to the data
Focuses on the data as the source of information, without necessarily implying a specific cutoff point.
based on the data
Highlights that the information or conclusion is derived from the data.
at the time of data collection
Emphasizes the specific moment when the data was gathered.
as per the data available
Similar to "according to", but adds a sense of immediacy and availability.
up to the data cutoff
Specifies an endpoint for the data considered.
given the data
Implies that the data is a known or accepted factor.
using the data
Highlights the action of utilizing the data.
from the data
A more concise way of saying the information originates in the data.
in light of the data
Suggests that the data has revealed something important.
considering the data
Emphasizes that the data is being taken into account.
FAQs
What does "as of the data" mean?
The phrase "as of the data" typically refers to a specific point in time regarding the information being discussed. It indicates that the following statement is true based on the data available up to that point.
How can I use "as of the data" in a sentence?
You can use "as of the data" to provide a temporal context to your statement. For example: "As of the data cutoff date, patient survival rates had improved."
Is "as of the data" formal or informal?
The phrase "as of the data" is generally considered neutral and can be used in both formal and informal contexts, though more concise alternatives might be preferred in certain situations.
What are some alternatives to "as of the data"?
Alternatives include "according to the data", "based on the data", or "at the time of data collection", depending on the specific nuance you want to convey.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
81%
Authority and reliability
3.9/5
Expert rating
Real-world application tested