the data analysis suggested that

USAGE SUMMARY

The phrase "the data analysis 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 data analysis suggested that there is a significant correlation between the two variables."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

The results of the data analysis suggested that there was little brand-to-brand variation between the three brands of orange juice tested.

Analytical and Bioanalytical Chemistry

The data analysis suggested that more axons were present in the two BMSC groups (low and high) than in the PBS group (P<0.001).

Clinical interventions in aging

To determine the mechanisms of the Living with Hope Program through which changes occurred, results of the data analysis suggested that as General Self Efficacy Scale scores increased (p<0.001) and Non-death Revised Grief Experience Inventory scores decreased (p=0.01) Herth Hope Index scores increased.

BMC Palliative Care

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

The results of the data analysis suggest that there are six dimensions of student experiences of project management.

International Journal of Project Management

The data analysis suggests that the educational process applied in this work is rooted in a humanist basis, formed by Ego and Cooperation among students.

Computers & Education

The data analysis suggests that although on the surface these SoP samples share similarities in lexico-grammatical and rhetorical features, they are quite different in terms of their preferred persuasion strategies.

Functional Linguistics

The microarray data analysis suggested that expression of a number of chemokines and cytokines genes was highly induced following treatment of K13-ERTAM-expressing HUVECs with 4OHT.

BMC Medical Genomics

The result of data analysis suggested that the obtained alumina was ρ-Al2O3 with both macro and mesopores.

Catalysis Today

The isoniazid PK data analysis suggested that around two-thirds of the participants were slow acetylators.

Antimicrobial Agents and Chemotherapy

The results of data analysis suggested that graphic-aided PCMSs reduced mean vehicle speeds between 13% and 17% in the upstream of a work zone.

Transportation Research Part C: Emerging Technologies

Data analysis suggested that the policy of setting up translational networks is insufficient of itself to produce positive translational activity.

Social Science & Medicine

Expert writing Tips

Best practice

When using "the data analysis suggested that", ensure that the suggestion is directly supported by the analyzed data and avoid overstating the conclusions.

Common error

Avoid presenting suggestions derived from data analysis as definitive truths. Always acknowledge the possibility of alternative interpretations or limitations of the data.

Linguistic Context

The phrase "the data analysis suggested that" functions as a transitional phrase, primarily serving to introduce conclusions or inferences drawn from a preceding data analysis. As Ludwig AI confirms, it is used to present findings derived from data.

Expression frequency: Uncommon

Frequent in

Science

65%

News & Media

20%

Academia

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "the data analysis suggested that" is a grammatically sound and professionally suitable phrase used to introduce conclusions derived from data analysis. Ludwig AI validates its proper usage. While alternatives exist to fine-tune the expression, this phrase is especially common in the fields of Science, News & Media, and Academia, where precise communication is paramount. When employing this phrase, ensure your suggestions are well-supported by data while also acknowledging potential limitations.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

the data analysis indicated that

Replaces "suggested" with "indicated", implying a more direct pointing towards a conclusion from the data.

the data analysis implied that

Substitutes "suggested" with "implied", indicating that the conclusion is not directly stated but inferred from the data.

the data analysis revealed that

Replaces "suggested" with "revealed", emphasizing the uncovering of information by the analysis.

the data analysis showed that

Uses "showed" instead of "suggested", indicating a clear demonstration by the data.

the data analysis demonstrated that

Replaces "suggested" with "demonstrated", emphasizing a conclusive and convincing display by the data.

the data analysis led to the conclusion that

More explicitly states the analytical process leading to the conclusion.

based on the data analysis, it can be inferred that

Adds a layer of interpretation and inference to the conclusion.

the findings from the data analysis suggest that

Shifts focus to the "findings" rather than the general "data analysis".

the statistical analysis proposed that

More formal and emphasizes statistical methodology.

the research data hinted at

Uses "hinted at", indicating a less definitive conclusion from the data, focusing on the research aspect.

FAQs

What does "the data analysis suggested that" mean?

The phrase "the data analysis suggested that" indicates that after examining and interpreting data, a particular conclusion or idea has emerged as a likely possibility. It implies the conclusion isn't a certainty, but is well-supported by the evidence.

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

You can use "the data analysis suggested that" to introduce findings or insights derived from a systematic review of data. For example, "The data analysis suggested that increased screen time correlates with decreased academic performance."

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

Alternatives include phrases like "the data analysis indicated that", "the data analysis implied that", or "the data analysis revealed that", depending on the nuance you want to convey.

Is it better to say "the data analysis suggests that" or "the data analysis proves that"?

It's generally better to use "the data analysis suggests that" because "suggests" implies a degree of uncertainty and acknowledges that data analysis provides evidence rather than definitive proof. "Proves" can be too strong, especially in complex analyses where other factors might be at play.