trends over time

USAGE SUMMARY

The phrase "trends over time" is correct and usable in written English.
It can be used when discussing patterns or changes in data or behavior across a specific period. Example: "The report highlights the trends over time in consumer spending habits, showing a significant shift towards online shopping."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The accompanying chart shows the trends over time.

The New York Times

Seriously, go look at the trends over time.

The Washington Post

Trends over time were analyzed by Mann Withney U-test.

European Journal of Obstetrics & Gynecology and Reproductive Biology

However, when comparing the respective trends over time, the three series show very similar trends".

The Guardian - Money

Trends Over Time in Drug Administration During Adult In-Hospital Cardiac Arrest.

Harvard University

Data visualization tools will be created to help users understand trends over time.

Cornell University

Researchers are compiling a Northern New York apple pest database to document pest trends over time.

Cornell University

Beyond these static patterns, we also found three significant trends over time.

The New York Times

Trends over time were not especially clear.

Heritage Science

Trends over time were difficult to establish.

Heritage Science

Baby Brain also has features that show trends over time.

Forbes

Expert writing Tips

Best practice

When analyzing "trends over time", specify the time frame to provide context and avoid ambiguity.

Common error

Avoid assuming the reader understands the period you're analyzing when discussing "trends over time". Always state the specific years, decades, or other relevant intervals you're examining.

Linguistic Context

The phrase "trends over time" functions as a noun phrase, often serving as the subject or object of a sentence. It describes patterns or changes observed across a specific period. Ludwig AI confirms its correct usage.

Expression frequency: Very common

Frequent in

Science

48%

News & Media

29%

Academia

17%

Less common in

Formal & Business

6%

Reference

0%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "trends over time" is a versatile and frequently used expression for discussing patterns and changes across a specific duration. As Ludwig AI confirms, it is grammatically correct and applicable in various professional and academic contexts. The primary contexts where it appears are science, news & media, and academia, as seen in the provided examples. When using this phrase, it is crucial to define the scope and time frame clearly to avoid ambiguity. Alternatives such as "temporal trends" or "historical developments" can be used for variety, but "trends over time" remains a clear and effective choice.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

temporal trends

This alternative highlights the time-related aspect of the trends, focusing on how they change over a period.

historical developments

This phrase emphasizes the historical aspect and the unfolding of events over a specific period.

longitudinal patterns

This option focuses on patterns observed over a significant duration, often in studies or research.

evolutionary changes

This highlights gradual changes and developments that occur organically over time.

progressions over the years

This alternative underscores the advancement or development that happens across multiple years.

shifting dynamics

This phrase captures the changes in forces or influences at play across a certain period.

time-based variations

This option highlights fluctuations and differences that are dependent on the time frame considered.

diachronic analysis

This term refers to the study of how something changes or evolves over time, often used in linguistics.

historical tendencies

This refers to common behaviors or patterns that have been observed throughout history.

chronological order of events

This phrase focuses on the sequence in which events occur, emphasizing their timing and order.

FAQs

How can I effectively illustrate "trends over time" in a report?

Visual aids like line graphs, bar charts, or area charts are excellent for showcasing "trends over time". Ensure your axes are clearly labeled with units and time intervals. Also, provide a concise summary of the key observations in the accompanying text.

What statistical methods are suitable for analyzing "trends over time"?

Regression analysis, time series analysis, and moving averages are commonly used to analyze "trends over time". The choice depends on the nature of your data and research question. Consult with a statistician if needed.

How do I differentiate between short-term fluctuations and long-term "trends over time"?

Employ smoothing techniques or calculate moving averages to filter out short-term noise and highlight underlying long-term "trends over time". Consider using different time scales to analyze data at various resolutions.

What are some alternatives to the phrase "trends over time"?

You can use alternatives like "temporal trends", "historical developments", or "longitudinal patterns" depending on the context.