estimated data

USAGE SUMMARY

"estimated data" is correct and usable in written English.
You can use this phrase when you are communicating information that has been estimated, or calculated using existing sources of data. For example, "We have compiled an analysis of estimated data from the past three years."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The accuracy of estimation of allele frequencies was also evaluated from the estimated data by comparison to real frequencies data.

BMC Genomics

Model validity was controlled by plotting the estimated data vs. observed data and model residuals.

Nature

Supplementary Fig. S5 shows small difference between the averaged measured and estimated data.

Nature

"An accident could then be reconstructed using real historical data, as opposed to postaccident, estimated data," he wrote.

The New York Times

Supplementary Fig. S5 displays the measured chemical concentrations as well as differences in the measured values and the estimated data with different flow speeds.

Nature

Moreover, the estimated data reported in this study would promote a more efficient sensor design and data processing optimization.

Innovative Food Science & Emerging Technologies

Based on the estimated data of NSR shipping, ship routing schemes on both the NSR and conventional routes are proposed.

Journal of Transport Geography

BRUSSELS — The economy of the euro zone shrank more than expected in the second quarter of this year because private demand and trade were lower than previously estimated, data released Wednesday showed.

The New York Times

Even estimated data, such as budgets and standard costs, must be examined to see whether the estimates are still valid and relevant to managerial comparisons.

Encyclopedia Britannica

Many of the strategies devised so far to address the optimization of energy systems are deterministic approaches that rely on estimated data.

Applied Thermal Engineering

The results show that there is an excellent agreement between the testing data (not used in training) and estimated data, with average errors very low.

Advances in Engineering Software

Expert writing Tips

Best practice

When presenting "estimated data", always clearly state the method used for estimation to ensure transparency and allow for critical evaluation by your audience.

Common error

A common mistake is treating "estimated data" as precise measurements. Always acknowledge the inherent uncertainty and potential limitations of estimated figures to maintain credibility.

Linguistic Context

The phrase "estimated data" functions primarily as a noun phrase, where "estimated" acts as an adjective modifying the noun "data". As Ludwig AI confirms, this phrase is grammatically correct and usable in written English. Examples from Ludwig show its use in scientific, news, and business contexts.

Expression frequency: Very common

Frequent in

Science

63%

News & Media

18%

Formal & Business

9%

Less common in

Encyclopedias

2%

Academia

2%

Wiki

0%

Ludwig's WRAP-UP

The phrase "estimated data" is a grammatically sound and frequently used term, as confirmed by Ludwig AI. It signifies data derived through calculations, models, or inferences, rather than direct measurement. Its primary function is to present approximate information across various fields like science, business, and news. While versatile, it's crucial to acknowledge the inherent uncertainty in "estimated data" and clearly communicate the estimation methodology. Related terms include "projected figures", "modeled data", and "approximated values". By following these guidelines, you can effectively and transparently use "estimated data" in your writing.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

approximated values

This emphasizes that the data is not exact, but close enough for the intended purpose. "Approximated values" suggests a level of uncertainty that should be acknowledged.

modeled data

This alternative emphasizes the use of a specific model to generate the data. There is an implication that certain assumptions were made when creating the model, which may not be present when discussing "estimated data".

calculated figures

This highlights the computational aspect of deriving the data. "Calculated figures" are obtained through mathematical operations performed on existing data.

derived metrics

This is suitable when the data are results that have been created from other information through a clear, defined process. The focus is on the transformation process.

projected figures

This alternative refers to numerical data that is predicted based on current trends or models. The focus is on predicting future values, adding a temporal dimension that "estimated data" may lack.

predicted values

Similar to "projected figures", this relates specifically to forecasting, implying a time-series element that might not always be relevant for "estimated data".

forecasted numbers

The data are explicitly associated with forecasting, suggesting a future orientation. Useful when dealing with economic indicators or future production plans.

inferred information

This alternative puts more emphasis on the process of reasoning and deduction used to get the data. "Inferred information" is data that is not directly stated but can be concluded based on available evidence.

extrapolated results

This alternative means results that have been extended beyond the original data set. It is strongly oriented towards predictions and may not fit some use cases of "estimated data".

assumed statistics

This alternative indicates that the data relies on certain presumptions. Use 'assumed statistics' to signal data is based on potentially unverified beliefs.

FAQs

How can I appropriately use "estimated data" in a report?

When including "estimated data", provide context by explaining how the data was estimated and acknowledge any potential limitations or uncertainties. For instance, specify the model or method used and any assumptions made.

What's the difference between "estimated data" and "actual data"?

"Estimated data" refers to values that are inferred or calculated, whereas "actual data" are directly measured or observed. The key distinction lies in the source and method of obtaining the information.

What are some situations where using "estimated data" is necessary?

"Estimated data" is useful when "real time data" is unavailable, too costly to obtain, or when predicting future outcomes. For example, economists often use "estimated data" to forecast economic growth.

Which is more credible, "estimated data" or "observed data"?

Generally, "observed data" is considered more credible as it represents direct measurements. "Estimated data" relies on assumptions and models which introduce potential errors. Always prioritize "observed data" when available.