analysis of the data suggested that

USAGE SUMMARY

The phrase "analysis of the data suggested that" is correct and usable in written English.
You can use it when discussing findings or conclusions drawn from data analysis in research or reports. Example: "The analysis of the data suggested that there is a significant correlation between the two variables."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

13 human-written examples

Analysis of the data suggested that for courts making custody decisions, the weight accorded the child's preferences was directly correlated to the age of the child.

Columbia University

Further analysis of the data suggested that lithium may be as effective in preventing a recurrence (new episode) as continuation treatment to prevent early relapse of the ongoing episode of depression (Abou-Saleh 1987).

International Journal of Bipolar Disorders

Expert analysis of the data suggested that the NSA and the Equation Group are one and the same, but confirmation came today from The Intercept, which found references to the dumped malware in its trove of documents provided by whistleblower and former NSA contractor Edward Snowden.

TechCrunch

Between November 27, 2006, and April 1, 2007, the SuperWASP-North telescope in the Canary Islands observed WASP-13; analysis of the data suggested that a planet could be in the orbit of the star.

Wikipedia

Exploratory analysis of the data suggested that the overall rate of HEK migration was most reliably represented by the change in the cell-free area between the 2 and 8 hour time points, as they represented a consistently linear region of the migration curve and provided the strongest agreement between replicate measurements of the same HEK sample.

Plosone

Further analysis of the data suggested that these single markers also supported the haplotype-based associations with corresponding traits (Table 4 and Table 5).

G3: Genes, Genomes, Genetics

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

A recent re-analysis of the data suggested that, while the results fell short of a clear detection of Martian life, there were enough positive indicators to warrant a follow-up.

The Guardian - Opinion

But my own analysis of the data suggests that these irregularities are less likely due to actual cheating than due to mobility in student population (recall the lack of student-level data).

The Washington Post

My analysis of the data suggests that the global economic contraction is still in full swing with a very severe, deep and protracted U-shaped recession.

Forbes

Further analysis of the data suggests that being insured varies by socioeconomic status.

Health Research Policy and Systems

The data suggest that it was both.

Forbes

Expert writing Tips

Best practice

When using the phrase "analysis of the data suggested that", ensure that the 'data' being referred to is clearly defined and that the 'suggestion' aligns logically with the analytical process. This adds credibility to your claims.

Common error

Avoid presenting the suggestion as an absolute certainty. The phrase implies a degree of uncertainty, so be cautious about using overly definitive language afterward. Use qualifying words such as 'may', 'could', or 'might' to maintain accuracy and avoid misinterpretation.

Linguistic Context

The phrase "analysis of the data suggested that" functions as a discourse marker, introducing a conclusion or inference derived from examining data. It frames the subsequent statement as a logical outcome of an analytical process. Ludwig AI validates this function.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

35%

Academia

25%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "analysis of the data suggested that" serves as a structured way to introduce findings derived from data examination. It is considered grammatically correct and suitable for various contexts, from scientific research to news reporting. While its frequency is categorized as uncommon, Ludwig AI confirms its validity. When using this phrase, ensure clarity in defining the data and avoid overstating the certainty of the conclusion. Alternatives such as "data analysis indicated" and "the data implied" provide stylistic options while retaining the core meaning.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data analysis indicated

Uses a more direct verb to convey the finding derived from analyzing data.

a review of the data indicated

Similar to 'data analysis indicated' but specifies the action as a 'review'.

the data led to the conclusion that

Highlights the data's role in directly influencing the conclusion.

findings from the data suggested

Focuses on the 'findings' as the source of the suggestion, rather than the general 'analysis'.

the data analysis implied

Indicates that the conclusion is not explicitly stated but can be inferred from the data.

the evidence from the data pointed to

Emphasizes the data as evidence leading to a specific conclusion.

scrutiny of the data revealed

Suggests a closer, more critical examination of the data uncovered the information.

after examining the data, it was inferred that

Highlights the inference drawn after examining the data, suggesting a more interpretive process.

based on the data, it appears that

Introduces the conclusion as an apparent outcome based on the available data.

the data hinted at

Implies the data only gave a subtle suggestion of a potential conclusion.

FAQs

What does "analysis of the data suggested that" mean?

This phrase indicates that after examining available information, the findings imply a particular outcome or conclusion. It conveys that the data supports a certain viewpoint, but there might be room for other interpretations.

How can I use "analysis of the data suggested that" in a sentence?

Use this phrase to introduce a conclusion drawn from a data analysis. For example, "The "analysis of the data suggested that" increased investment in renewable energy leads to a reduction in carbon emissions".

What are some alternatives to "analysis of the data suggested that"?

Consider alternatives like "data analysis indicated", "the data implied", or "findings from the data suggested" for variety and emphasis.

Is it better to say "the data proves" instead of "analysis of the data suggested that"?

Using "the data proves" implies a stronger level of certainty than "analysis of the data suggested that". "Proves" indicates conclusive evidence, whereas "suggested" indicates support but not necessarily definitive proof.