Based upon the data

USAGE SUMMARY

The phrase "Based upon the data" is correct and usable in written English.
You can use it when introducing conclusions, analyses, or decisions that are derived from specific data or evidence. Example: "Based upon the data collected from the survey, we can conclude that customer satisfaction has improved over the last quarter."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

54 human-written examples

Based upon the data received from the FAFSA there may be additional documents needing to be completed.

Johns Hopkins University

Based upon the data of this investigation, a regional and seasonal approach to injury prevention programmes is warranted.

Injury Epidemiology

Based upon the data of this investigation, existing programmes to minimise trauma in the Northern Territory ought to be evaluated for seasonal and regional specificity.

Injury Epidemiology

Based upon the data showed here, Plk1 is the most interesting candidate for re-initiation of cell cycle in adult cardiac myocytes.

Plosone

Based upon the data we obtained from various independent experiments, we conclude that the Mecr transgenic mice suffer from a heart dysfunction which is obviously linked to an impairment in mitochondrial function.

Plosone

Based upon the data of PBMCs culture, cytokine response seemed to be different according to the number of vaccine antigens.

Human Vaccines and Immunotherapeutics

Human-verified similar examples from authoritative sources

Similar Expressions

6 human-written examples

Data are shown as the difference in clearance from that expected based upon the overall data set regression.

Environmental Health Perspectives

Based upon the SEER data variables, a cohort of 6345 subjects was identified, and subsequent exclusions were based upon Medicare data elements.

Cancer Medicine

The response algorithm implemented in marx is based upon the calibration data used by mkrmf.

Massachusetts Institute of Technology

The population per grid cell (item Pop) is based upon the population data of Gridded Population of the World, Version 3 (GPWv3).

Columbia University

The Clearwire deal would allow Sprint to expand its Long-Term Evolution network, which is based upon the same data standard used by the newest generation of smartphones.

The New York Times

Expert writing Tips

Best practice

When using "Based upon the data", ensure that the data you are referencing is clearly identified and accessible to your audience. This strengthens the credibility of your conclusions.

Common error

Avoid drawing definitive conclusions from limited or preliminary data when using "Based upon the data". Qualify your statements to reflect the uncertainty inherent in the data.

Linguistic Context

The phrase "Based upon the data" functions as a prepositional phrase that introduces a statement or conclusion derived from specific information. According to Ludwig, this usage is grammatically sound and commonly employed to link evidence with interpretations.

Expression frequency: Common

Frequent in

Science

68%

News & Media

19%

Academia

9%

Less common in

Formal & Business

4%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "Based upon the data" is a grammatically correct and commonly used prepositional phrase. Ludwig AI confirms its acceptability for introducing conclusions derived from specific information. Predominantly found in scientific and news contexts, it serves to establish a clear link between evidence and interpretation. Alternatives like "according to the data" and "based on the data" offer similar meanings with slight nuances. When employing this phrase, it's crucial to ensure that the data referenced is clearly identified and that conclusions are appropriately qualified.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

According to the data

Replaces "based upon" with "according to", offering a slightly more direct phrasing.

Based on the data

Shortens the phrase by removing "upon", resulting in a more concise and common alternative.

In light of the data

Uses "in light of" to indicate consideration of the data, suggesting a more thoughtful evaluation.

Given the data

Emphasizes that the following conclusion is a direct result of the data.

From the data

A shortened form that directly attributes the conclusion to the data.

The data suggest

Shifts the focus to the data itself as the subject, implying that the data is indicative of something.

The data indicates

Similar to "the data suggest", but with a stronger sense of evidence.

Data analysis reveals

Highlights the analytical process and the subsequent unveiling of information.

After analyzing the data

Explicitly mentions the action of analyzing the data before drawing a conclusion.

The evidence suggests

Replaces "data" with "evidence", broadening the scope to include other forms of support.

FAQs

What is a more concise way to say "Based upon the data"?

A more concise alternative is "based on the data", which is equally correct and widely used.

When is it appropriate to use "Based upon the data" in academic writing?

"Based upon the data" is appropriate when you are presenting conclusions or arguments that are directly supported by specific evidence gathered through research or analysis.

How does "Based upon the data" differ from "According to the data"?

"According to the data" is generally interchangeable with "Based upon the data", but it may suggest a slightly less direct inference. The choice depends on the specific nuance you wish to convey.

What phrases can I use instead of "Based upon the data" to add variety to my writing?

You can use alternatives such as "in light of the data", "given the data", or "from the data" to express similar ideas in different ways.