according to statistical data

USAGE SUMMARY

The phrase "according to statistical data" is correct and usable in written English.
It can be used when referencing information or conclusions drawn from statistical analysis or research findings. Example: "According to statistical data, the unemployment rate has decreased over the past year."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

18 human-written examples

According to statistical data, all fine tailings dams or ponds in China have failed or have failure potential.

Minerals Engineering

The one-tambon-one-product (OTOP) project in Thailand has been successful according to statistical data from the Interior Ministry's Department of Community Development.

Computers and Electronics in Agriculture

According to statistical data, the best conditions for the removal of cadmium and cobalt by the prepared activated carbon samples were investigated.

Journal of Environmental Chemical Engineering

By computer modeling of random movements of virtual ions in the pore structure of cement paste from the HYMOSTRUC3D model, the ionic diffusivity of cement paste can be obtained according to statistical data analysis.

Construction and Building Materials

As a result the study reveals that when the academical success of the students are considered, deductive teaching of grammar is slightly more effective than inductive teaching although this difference is not significant according to statistical data.

Procedia - Social and Behavioral Sciences

According to statistical data, the island's average annual rainfall is approximately 2515 mm.

Applied Water Science

Human-verified similar examples from authoritative sources

Similar Expressions

42 human-written examples

According to statistical analyses, the dissolved data are more representative of urban processes, i.e., spatial trends, while the particulate compartment data mainly described seasonal variability, i.e., the temporal trends.

Journal of Hydrology

The hydrogeologic parameters are calibrated using an inversion code (ITOUGH2) to fit measured core sample and in situ data according to statistical criteria.

Journal of Contaminant Hydrology

Reference model: A comprehensive covariate analysis with forward inclusion and backward deletion of covariates was performed to obtain a covariate model with the best description of the current zidovudine data according to statistical criteria.

CPT: Pharmacometrics and Systems Pharmacology

Laboratory results for persistent organic pollutants (POPs) below the limit of detection (LOD) were given a numeric value at half the detection limit (LOD/2) according to statistical practice of non-detects data [ 23].

Acta Veterinaria Scandinavica

The obtained data were statistically analyzed according to statistical analysis system (Littell et al. 2002).

International Journal of Recycling of Organic Waste in Agriculture

Expert writing Tips

Best practice

Ensure that the statistical data you are referencing is relevant and appropriately interpreted to support your argument.

Common error

Avoid assuming that correlation implies causation when presenting statistical data. Always consider potential confounding variables.

Linguistic Context

The phrase "according to statistical data" functions as an attributive phrase, introducing information or claims that are supported by statistical evidence. It serves to lend credibility and objectivity to the statement.

Expression frequency: Common

Frequent in

Science

60%

News & Media

25%

Formal & Business

15%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "according to statistical data" is a grammatically sound and commonly used expression for introducing information backed by statistical evidence. Ludwig shows that it's most frequently found in scientific, news, and formal business contexts. It is considered correct and useful for adding credibility to statements. Alternatives include phrases like "based on statistical evidence" or "statistical data suggests". When using this phrase, remember to cite your sources and avoid misinterpreting the data to ensure accuracy.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on statistical evidence

Focuses on the evidentiary aspect, implying data supports a claim.

as indicated by statistical figures

Highlights the numerical nature of the supporting information.

statistical data suggests

Emphasizes that the data provides a hint or direction.

according to data analysis

Highlights that the data was first processed and analyzed.

based on statistical findings

Highlights findings from research and analysis.

statistical records show

Emphasizes the historical nature of the data.

in light of statistical data

Indicates that the information is considered before making a judgement.

statistical data reveals

Highlights the act of unveiling or disclosing something previously unknown.

as per statistical reports

Highlights that the reference is a report.

data statistically demonstrates

Emphasizes the evidence based on the data.

FAQs

How can I use "according to statistical data" in a sentence?

Use "according to statistical data" to introduce facts or findings derived from statistical analysis. For example, "According to statistical data, the unemployment rate has decreased this quarter."

What phrases can I use instead of "according to statistical data"?

You can use alternatives like "based on statistical evidence", "statistical data suggests", or "as indicated by statistical figures".

Is it necessary to cite the source when using "according to statistical data"?

Yes, citing the source is crucial for transparency and credibility. Always provide the source of the statistical data you are referencing to allow readers to verify the information.

What's the difference between "according to statistical data" and "according to statistical analysis"?

"According to statistical data" refers to the raw data itself, while "according to statistical analysis" refers to the interpretation or conclusions drawn from that data. Use "according to data analysis" when you are referring to the results of a specific analysis performed on the data.