additional years of data

USAGE SUMMARY

"additional years of data" is a grammatically correct phrase that can be used in written English.
It is typically used to refer to further or extended periods of time in which data has been collected or gathered. Example: The study's findings were based on five years of data, but the researchers plan to gather additional years of data to support their conclusions.

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

20 human-written examples

In addition, our analysis included two additional years of data collected during a period of increasing biofuel crop production, which may be contributing to increased nitrogen flux to the Gulf of Mexico.

Environmental Science & Technology

More important, when they examined additional years of data, they discovered that lynchings did not rise during the Great Depression.

The New York Times

Two additional years of data from a NASA satellite known as the Wilkinson Microwave Anisotropy Probe have narrowed the uncertainty by tens of millions of years.

The New York Times - Science

As the analysis continues, additional statistical techniques will be used and additional years of data will be incorporated to make the model more robust.

Cornell University

The third edition of the Indicators report, which was last published in 2012, adds additional years of data and four new indicators: Lyme disease, heating and cooling degree days, wildfires, and water level and temperature in the Great Lakes.

Columbia University

"There simply has not been enough time" since the shift took place, said Wayne Higgins, a senior meteorologist at the government's Climate Prediction Center at Camp Springs, Md. Five to 10 additional years of data may be required, Mr. Higgins said.

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

40 human-written examples

The findings, which measured the period from 1993 to 2012, were so surprising that researchers waited for an additional year of data to check them.

The New York Times - Health

After conclusion of the nominal mission in March 2012, an additional year of data analysis and archiving is planned before the conclusion of the MESSENGER project.

Acta Astronautica

First, we incorporate an additional year of data (2013) to further test the effect of SCP on attempted piracy attacks.

Crime Science

The drive is currently on sale for $229.99 (ordered online), and is regularly priced at $259.99 and doesn't normally include the additional year of data recovery.

TechCrunch

ioSafe is running a great deal with Costco right now, you can buy their ioSafe Solo (which John reviewed) for a great price, and also get an additional year of data recovery for free.

TechCrunch

Expert writing Tips

Best practice

When discussing research or analysis, clearly specify the exact number of "additional years of data" included to provide precise context for the scope of your study.

Common error

Avoid vague references to "additional years of data" without specifying the exact timeframe. This can lead to confusion about the study's scope or the relevance of the data.

Linguistic Context

The phrase "additional years of data" functions as a noun phrase, often serving as the object of a preposition or verb. Ludwig shows that it typically describes the expansion of a dataset to include more temporal information.

Expression frequency: Common

Frequent in

Science

60%

News & Media

25%

Academia

15%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "additional years of data" is a grammatically sound and frequently employed phrase, especially within scientific, academic, and news contexts. Ludwig AI confirms its correct usage and prevalence. It serves to indicate an expansion of a data set's timeframe, which aims to increase the reliability or scope of an analysis. When using this phrase, it's important to provide specific details about the timeframe to avoid ambiguity. While interchangeable with phrases like "more years of data", the phrase "additional years of data" emphasizes the deliberate extension of the data collection. Understanding the context and purpose of using this phrase helps ensure clear and effective communication in various fields.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

more years of data

Replaces "additional" with "more", implying a simple increase in the quantity of data.

further years of data

Substitutes "additional" with "further", suggesting a continuation or extension of the data collection period.

supplementary years of data

Uses "supplementary" instead of "additional", highlighting the supportive nature of the extra data.

extended data period

Rephrases the concept to focus on the length of the data collection, rather than just the addition.

increased data timeframe

Shifts the focus to the temporal aspect of the data collection with the addition.

expanded dataset timeframe

Combines the idea of growing the dataset and its timeline.

data from subsequent years

Highlights that the "additional years" are after the initial period.

data over a longer timeframe

Simplifies the phrase to emphasize the overall duration of the data collection.

longitudinal data extension

Uses a more technical phrase to refer to extending the data longitudinally.

data covering a broader period

Focuses on the breadth of the data's temporal coverage.

FAQs

How can "additional years of data" strengthen a study?

"Additional years of data" can improve the robustness and reliability of findings, reveal long-term trends, and reduce the impact of short-term fluctuations or anomalies.

What is the difference between "more years of data" and "additional years of data"?

The phrases are largely interchangeable, but "additional years of data" may subtly emphasize a planned or deliberate extension of the data collection period, while "more years of data" is a more neutral descriptor of quantity.

When is it appropriate to seek "additional years of data" in research?

Seeking "additional years of data" is appropriate when initial results are inconclusive, when investigating long-term trends, or when aiming to validate findings across a broader timeframe.

Can I simply add data from more years or can data analysis method be changed when "additional years of data" are included?

While adding "additional years of data" can strengthen an analysis, researchers should reassess the appropriateness of data analysis methods or the model because "additional years of data" can affect which model is better.