according to our data

USAGE SUMMARY

The phrase "according to our data" is correct and usable in written English.
You can use it when referencing information or conclusions drawn from collected data or research findings. Example: "According to our data, customer satisfaction has increased by 20% over the last quarter."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

"According to our data, people are still curious what 'normalcy' means".

The New Yorker

According to our data, it should take it up to twenty-two per cent of eligible voters being minorities.

The New Yorker

And according to our data, I think he lost white college voters by almost as much as he lost (non-college whites).

The New Yorker

According to our data, the perceived share of costs has no effect on supplier satisfaction.

Industrial Marketing Management

According to our data, 7c may act as a lead compound for potential anticancer drugs.

Cancer Letters

According to our data the educational level of the participants did not influence the learning effects.

System

According to our data, single life in Denver should be great.

Forbes

According to our data, GlassHouse had raised roughly $77 million up until today.

TechCrunch

According to our data, the users are guests and the items are hotels.

Data Science and Engineering

According to our data, in 2013, Phewa lake covered 3.3%% of the total watershed area.

Geoenvironmental Disasters

According to our data (Table 2), three HSC70 genes were observed during symbiotic seed germination.

Botanical Studies

Expert writing Tips

Best practice

Avoid overusing "according to our data" in close succession. Vary your phrasing with synonyms like "based on our analysis" or "our findings indicate" to improve readability.

Common error

Be cautious about making broad generalizations based on limited data. Ensure that your conclusions are directly supported by the data and avoid extrapolating beyond what the data can reasonably support.

Linguistic Context

The phrase "according to our data" functions as an introductory phrase to lend credibility and authority to a statement. It explicitly grounds the statement in empirical evidence, as seen in Ludwig's examples.

Expression frequency: Very common

Frequent in

Science

52%

News & Media

39%

Formal & Business

9%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "according to our data" is a widely used and grammatically correct way to introduce information derived from data analysis. As Ludwig AI confirms, it adds credibility by grounding statements in evidence. The phrase is most common in scientific and news contexts, suggesting a neutral to formal register. When using this phrase, remember to clearly define the scope of your data and avoid overgeneralizing your conclusions. Consider using alternatives like "based on our analysis" or "our data indicates" for variety.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on our data analysis

Focuses specifically on data analysis as the basis for the statement. Slightly more specific than the original phrase.

our data indicates that

Replaces the introductory phrase with a direct statement about what the data shows. Slightly more assertive.

according to our findings

Substitutes "data" with "findings", emphasizing the results of a study or investigation. Appropriate when referring to research outcomes.

our analysis reveals that

Highlights the analytical process used to arrive at the conclusion. More focused on the method than the information itself.

the data suggests that

Presents the information as a suggestion or indication rather than a definitive conclusion. More cautious or tentative.

we have determined from our data that

Adds a sense of authority and process by explicitly stating who determined the conclusion and how.

the evidence from our data shows that

Emphasizes the evidentiary nature of the data. Suitable for persuasive or argumentative contexts.

our research suggests

Frames the statement as coming from research, making it suitable for academic or scientific contexts. Omits the direct mention of data.

data from our study indicates

Clearly identifies the source of the data as a specific study, enhancing credibility. Adds "study" to specify the origin.

we infer from the data that

Highlights the process of drawing a conclusion (inference) from the data, adding a layer of interpretation.

FAQs

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

You can use "according to our data" to introduce a statement or conclusion that is based on data analysis. For instance, "According to our data, customer satisfaction has increased by 15% this quarter."

What can I say instead of "according to our data"?

You can use alternatives like "based on our data", "our data shows", or "our analysis indicates depending on the context.

Is it better to say "according to our data" or "based on our data"?

Both "according to our data" and "based on our data" are grammatically correct and can be used interchangeably. The choice depends on personal preference and the specific context.

When is it appropriate to use the phrase "according to our data"?

It is appropriate to use the phrase "according to our data" when you want to emphasize that a statement or conclusion is directly supported by collected and analyzed data. It's best used when presenting findings, reports, or analyses.