Based on the data collected

USAGE SUMMARY

The phrase "Based on the data collected" is correct and usable in written English.
You can use it when introducing conclusions, analyses, or decisions that are derived from gathered data. Example: "Based on the data collected, we can conclude that our marketing strategy has been effective in increasing sales."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

Based on the data collected, three major criteria emerged together with fourteen variables available for analysis.

Journal of Shipping and Trade

Based on the data collected in three crop seasons, the scaling approach shows its ability to identify and to quantify the seasonal biomass water equivalent.

Journal of Hydrology

Based on the data collected from the sensors, the FC produces a final estimate of the desired quantity according to some fusion rule.

EURASIP Journal on Wireless Communications and Networking

Based on the data collected, we suggest that the function of DX as an ATP-binding protein is responsible for disrupting the energetic balance within the cell.

Plosone

Based on the data collected, the raw scores of items, domains and overall scale were calculated.

Health and Quality of Life Outcomes

Based on the data collected, there is a suggestion that teriparatide use may decrease improve the need for analgesia.

BMC Musculoskeletal Disorders

Based on the data collected from 219 European Medical Institutions, Var MII) was estimated to be equal to 0.013475.

BMC Medical Research Methodology

Based on the data collected by Holland et al. [ 23], a conceptual source-receptor model was developed.

Environmental Health: A Global Access Science Source

Based on the data collected during the program, we evaluated the effect of TCM holistic treatments on pediatric asthma.

BMC Complementary and Alternative Medicine

Based on the data collected, the first type of intervention should focus on the need for training and professional development to bridge this gap.

Human Resources for Health

Based on the data collected by HCA, we developed an in silico 3D model of a beta cell fixed by HPF or chemically (Table  2).

Diabetologia

Expert writing Tips

Best practice

Use "Based on the data collected" to clearly indicate that your conclusions or actions are derived from empirical evidence, enhancing the credibility of your statements.

Common error

Avoid assuming causation solely "based on the data collected". Always consider other potential factors and perform thorough statistical analysis to support causal claims.

Linguistic Context

The phrase "Based on the data collected" functions as a prepositional phrase that modifies a clause or sentence. It introduces the foundation upon which a conclusion, decision, or analysis is built. Ludwig AI confirms its usability in written English.

Expression frequency: Very common

Frequent in

Science

84%

News & Media

13%

Formal & Business

3%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "Based on the data collected" is a versatile and grammatically sound phrase widely used to indicate that a conclusion or action is derived from empirical evidence. Ludwig AI confirms this. Its high frequency, particularly in scientific and news contexts, underscores its importance in evidence-based communication. While alternatives exist, understanding the nuances of each can help writers choose the most appropriate wording. Remember to avoid common errors like mistaking correlation for causation when using this phrase.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

According to the data collected

Replaces 'based on' with 'according to', offering a slightly more formal tone.

From the data collected

A more concise way of saying "Based on the data collected".

Using the data collected

Focuses on the action of using the data, rather than the foundation it provides.

Drawing from the data collected

Emphasizes the extraction of information.

In light of the data collected

Introduces a sense of consideration and thoughtfulness.

Data collected suggests

This is a shortened version that emphasizes what the data implies.

As the collected data shows

Directly presents the data's implications.

The analysis of the data collected indicates

More explicitly states that an analysis was performed.

The findings suggest based on collected data

Rephrases to highlight findings derived from the data.

The study reveals based on data collected

Highlights that a study's results are informing the analysis.

FAQs

How can I use "Based on the data collected" in a sentence?

You can use "Based on the data collected" to introduce a conclusion, summary, or action derived from analyzed information. For example, "Based on the data collected, we recommend increasing the budget for marketing."

What are some alternatives to "Based on the data collected"?

Alternatives include "according to the data collected", "using the data collected", or "from the data collected". The best choice depends on the specific nuance you want to convey.

Is it redundant to say "Based on the data collected, according to the study"?

Yes, it can be redundant. Choose either "Based on the data collected" or "According to the study" to avoid unnecessary repetition. You could also combine them by saying "Based on the data collected in the study".

What's the difference between "Based on the data collected" and "In light of the data collected"?

"Based on the data collected" implies a direct derivation or conclusion, while "in light of the data collected" suggests considering the data within a broader context before reaching a conclusion.