data analysis indicates that

USAGE SUMMARY

The phrase "data analysis indicates that" is correct and usable in written English.
You can use it when presenting findings or conclusions drawn from data analysis in research, reports, or academic writing. Example: "Data analysis indicates that there is a significant correlation between exercise and improved mental health."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

26 human-written examples

However, further data analysis indicates that pridopidine may still hold promise.

Stanford University

Data analysis indicates that lamina-associated domains act as attenuators of transcription, likely by reducing access of transcription factors to binding sites.

Cell

Data analysis indicates that reductions in the base and collector transit times and the base emitter charging times are responsible for the peak fT improvement.

Solid-State Electronics

Data analysis indicates that during the period between 1902 and 2007, 465 disasters associated with natural hazards occurred in the region of interest.

Developments in Earth Surface Processes

Detailed data analysis indicates that higher-order form deviation of the object under test might be one of the key error sources within the calibration setup.

Measurement

Current evidence from scientific tests and cranial data analysis indicates that the men came from many different parts of the Roman Empire, probably including central and eastern Europe and North Africa.

Independent

Human-verified similar examples from authoritative sources

Similar Expressions

34 human-written examples

Surveying results showed that the river bed was stable and chemical data analysis indicated that the water quality was good.

Ecological Engineering

Data analysis indicated that prospective elementary science teachers were "traditional" according to the epistemological beliefs they hold.

Procedia - Social and Behavioral Sciences

Data analysis indicated that diglossia was found in the target channels in two varieties, high and low Arabic.

Journal of King Saud University - Languages and Translation

Data analysis indicated that writing assignments required of students encompassed both general academic and discipline specific genres.

English for Specific Purposes

Data analysis indicated that participants made primarily PA leftward errors in near space, but not in far space.

Brain and Cognition

Expert writing Tips

Best practice

When using "data analysis indicates that", ensure the data strongly supports the conclusion drawn. Avoid overstating the implications if the evidence is preliminary or limited.

Common error

Avoid using "data analysis indicates that" to present speculative or weakly supported claims. Ensure your conclusions are directly and demonstrably linked to the data.

Linguistic Context

The phrase "data analysis indicates that" functions as an introductory phrase to present a conclusion derived from a structured examination of data. Ludwig AI states that the phrase is correct and usable in written English. It asserts a relationship between the analyzed data and the findings.

Expression frequency: Common

Frequent in

Science

75%

News & Media

14%

Academia

11%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "data analysis indicates that" is a common and grammatically correct way to introduce conclusions drawn from data analysis, as confirmed by Ludwig. Predominantly used in formal and scientific contexts, it serves to objectively present findings supported by data. While alternatives like "data analysis suggests that" or "data analysis demonstrates that" exist, it's crucial to ensure that conclusions are well-supported by the data and avoid overstatements. Using this phrase appropriately enhances the clarity and credibility of research and reporting.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data analysis suggests that

Replaces "indicates" with "suggests", implying a less definitive conclusion.

data analysis demonstrates that

Substitutes "indicates" with "demonstrates", suggesting a more conclusive finding.

data analysis reveals that

Uses "reveals" instead of "indicates", highlighting the uncovering of information.

data analysis confirms that

Employs "confirms" to suggest that the data analysis supports a prior hypothesis or finding.

data analysis points to

Replaces "indicates that" with "points to", implying that the data hints at a particular conclusion.

the data analysis leads us to believe

Adds a personal element by explicitly stating that the analysis has influenced belief.

the evidence from data analysis suggests

Emphasizes the "evidence" and uses "suggests" to tone down the assertiveness.

based on data analysis, we can infer

Highlights the process of inference based on the data analysis.

the results of data analysis imply

Focuses on the "results" and uses "imply" to suggest an indirect conclusion.

the statistical analysis highlights

Specifies "statistical analysis" and uses "highlights" to emphasize important findings.

FAQs

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

Use "data analysis indicates that" to introduce findings derived from a structured examination of data. For example, "Data analysis indicates that there is a correlation between exercise and reduced stress levels."

What are some alternatives to "data analysis indicates that"?

You can use alternatives like "data analysis suggests that", "data analysis reveals that", or "data analysis demonstrates that" depending on the nuance you want to convey.

Is there a difference between "data analysis indicates that" and "data analysis suggests that"?

"Data analysis indicates that" implies a stronger, more direct link between the data and the conclusion. "Data analysis suggests that" implies a weaker, more tentative connection.

When is it appropriate to use "data analysis indicates that" in academic writing?

It is appropriate to use "data analysis indicates that" when you are presenting concrete findings from your research. Make sure your interpretation is consistent with the results of your data analysis.