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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
accumulated thus far
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "accumulated thus far" is correct and usable in written English.
It can be used to refer to the total amount or progress that has been gathered or achieved up to the present moment. Example: "The data accumulated thus far indicates a significant increase in user engagement over the past month."
✓ Grammatically correct
Science
News & Media
Alternative expressions(20)
compiled to date
realized up to this point
been given to date
achieved to date
perceived to date
received from
received
collected thus far
received up to now
is received
received so far
received to date
has been received
compiled until now
captured to date
collected until now
achieved so far
reaped to date
gained so far
cumulated to date
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
14 human-written examples
Against the bigger and tougher Flyers, such big and tough Devils as Claude Lemieux, Bobby Holik and Randy McKay may have to provide more than the one goal they have accumulated thus far.
News & Media
— BEN ROTHENBERG Grist for those who'd like a compelling final: Serena lost only 19 games coming into last year's US Open final & nearly lost to Azarenka — Christopher Clarey (@christophclarey) 8 Jun 13 While neither Williams nor Sharapova has played a marathon the likes of the one between Rafael Nadal and Novak Djokovic on Friday, there is a definite disparity in mileage accumulated thus far.
News & Media
This learning rate represents a measure for the know-how and skills accumulated thus far by the US shale gas industry.
Science
From the data accumulated thus far, Sampedro tells us, kids who engage with a game first and then continue into lesson mode tend to make much more progress than those who go straight into practice or lesson mode.
News & Media
Here we just note that traditional and contemporary attempts to assess the efficacy of mental states have run up against philosophical difficulties as well, difficulties that tend to overshadow the experimental evidence accumulated thus far.
Science
The overwhelming majority of the voting data accumulated thus far in the Democratic primaries contradicts the media narrative suggesting Bernie Sanders doesn't perform well in states with diverse populations.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
46 human-written examples
The evidence accumulated so far thus indicates that the presence of aerobic glycolysis is a common characteristics of rapidly proliferating cells, and that it may offer a growth advantage to rapidly proliferating normal cells, e.g., during development and tissue regeneration, and to cancer cells in tumor formation.
Science
This is more than a question of whether, at 24, he can build a legacy anywhere close to the 202 goals in 202 games that Ronaldo has thus far accumulated for the club.
News & Media
Thus far, the accumulated evidence unequivocally shows that NEIL1 is a DNA glycosylase and may also be preferentially active in transcription- and/or replication-coupled repair of DNA base lesions and interstrand cross-links.
Science
Make no mistake: Romney has a large delegate lead over the rest of the field, and has accumulated close to 60percentt of the delegates committed thus far.
News & Media
However, its rapid clearance as well as the difficulty of knowing how much of the injected material accumulates in the OA joints has thus far promoted the strategy of delivering IL-1Ra intra-articularly (see Pharmacological therapies, above).
Expert writing Tips
Best practice
Use "accumulated thus far" to provide a concise summary of progress or data collected up to a specific point in time, especially when presenting findings or updates.
Common error
Avoid using "accumulated thus far" with other phrases that already indicate a time frame (e.g., "accumulated thus far until now"). Choose one or the other for clarity and conciseness.
Source & Trust
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "accumulated thus far" functions as an adverbial modifier, indicating a time frame or extent of accumulation. It modifies a verb or clause by specifying that something has been gathered or increased up to the present moment. Ludwig AI confirms its appropriate usage in various contexts.
Frequent in
Science
40%
News & Media
35%
Encyclopedias
5%
Less common in
Formal & Business
10%
Reference
5%
Social Media
5%
Ludwig's WRAP-UP
In summary, "accumulated thus far" is a grammatically sound and frequently employed phrase, particularly within scientific and news contexts, to denote the sum or progress achieved up to the present. Ludwig AI confirms its versatility, highlighting its use in diverse contexts. When employing this phrase, it's advisable to avoid redundancy with other time references and to remember that more formal alternatives, like "compiled to date", can be used depending on your target audience. The prevalence of this phrase across authoritative sources underscores its credibility and widespread acceptance.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
gathered to date
Emphasizes the act of gathering information or resources until the present day.
collected so far
Focuses on the collection aspect, highlighting what has been amassed up to now.
achieved until now
Highlights accomplishments and progress made up to the current moment.
compiled to the present
Stresses the act of compiling data or information leading up to today.
obtained as of now
Focuses on the acquisition of something, marking the current time as the cutoff.
realized up to this point
Emphasizes the idea of something becoming fully understood or achieved at this time.
generated thus far
Similar to "accumulated thus far", but specifically refers to creation or production over time.
amassed up until now
Indicates a gradual increase in quantity, similar to accumulation.
accrued until the present day
Highlights the gradual accumulation of something, often over a significant period.
chalked up thus far
Informal way to say accumulated, implies gaining achievements or points.
FAQs
How can I use "accumulated thus far" in a sentence?
You can use "accumulated thus far" to describe the total amount of something that has been gathered or achieved up to the present moment. For example: "The data "accumulated thus far" suggests a positive trend."
What's a more formal alternative to "accumulated thus far"?
A more formal alternative to "accumulated thus far" could be "compiled to date". This phrase is suitable for academic or professional contexts.
What is the difference between "accumulated thus far" and "acquired until now"?
"Accumulated thus far" implies a gradual increase or collection over time, while "acquired until now" focuses more on the act of obtaining or gaining something up to the present moment.
Is it correct to say "accumulated until now" instead of "accumulated thus far"?
Both "accumulated thus far" and "accumulated until now" are grammatically correct. The choice depends on the desired level of formality and rhythm of the sentence. "Accumulated thus far" might sound slightly more formal or emphatic.
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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
85%
Authority and reliability
4.5/5
Expert rating
Real-world application tested