based on a graph

USAGE SUMMARY

The phrase "based on a graph" is correct and usable in written English.
You can use it when referring to information, conclusions, or analyses that are derived from a graphical representation of data. Example: "The conclusions drawn in this report are based on a graph that illustrates the sales trends over the past five years."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

41 human-written examples

In four of these items, students were asked to generate an equation, in one case based on a story, in one case based on a graph, and in two cases, based on both a story and a graph.

Cognitive Research: Principles and Implications

Techniques such as Markov clustering may then be applied to create orthologous groups, or one may simply define clusters based on a graph's existing connections (Kuzniar et al. 2008).

G3: Genes, Genomes, Genetics

Additionally, one of the limitations of a model based on a graph representation is that depending on the criteria used to identify the co-substrates and co-products in the reactions, the networks obtained are different.

BMC Systems Biology

Based on the discussion above, initially one might think that a system for this should be based on a graph database because of its inherent flexibility (anything can be linked to anything) as opposed to relational databases (where data is in tables and linked via unique keys).

Journal of Cheminformatics

One motor-primitive generation approach is based on a graph [5 8].

Human-centric Computing and Information Sciences

The paper by Caprara et al. [18] introduces a model based on a graph.

European Transport Research Review

Human-verified similar examples from authoritative sources

Similar Expressions

19 human-written examples

Recently, based on a graph-based manifold ranking method, Yang et al. [39] detected saliency of the image elements by ranking the similarity to background and foreground queries.

EURASIP Journal on Image and Video Processing

The core of the first proposed algorithm is the voltage drop between candidate TS and the substation bus, and the core of the second algorithm is based on a graph-based method to minimize the voltage drop in the network.

Journal of Modern Power Systems and Clean Energy

To address this issue, two control-oriented models are proposed in this paper, the first is based on droplet geometry superposition, while the other is based on a graph-based characterization of local flow dynamics.

Mechatronics

SQUIRREL molecular superposition is based on a graph-matching routine [4] and allows partial matching.

Chemistry Central Journal

The Space D* is based on a graph-search algorithm, which is costly for large environments.

Journal of the Brazilian Computer Society

Expert writing Tips

Best practice

When using "based on a graph", ensure the graph is properly cited and accessible to the reader for verification. This enhances the credibility of your analysis.

Common error

Avoid drawing conclusions that are not directly supported by the graph. Ensure that interpretations remain within the bounds of the data presented, preventing speculative or unsubstantiated claims.

Linguistic Context

The phrase "based on a graph" functions as a prepositional phrase, modifying a noun or clause by indicating the foundation or source of information. As Ludwig AI confirms, this is a common and correct usage.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, the phrase "based on a graph" is a grammatically correct and commonly used prepositional phrase, particularly in scientific and technical writing. It serves to indicate that information or conclusions are derived from a graphical representation of data. As Ludwig AI confirms, this usage is widely accepted. When using this phrase, ensure the graph is properly cited and that interpretations are directly supported by the data. Alternatives like "derived from a graph" or "informed by a graph" can offer subtle differences in emphasis.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

derived from a graph

Replaces "based on" with "derived from", emphasizing the origin of information.

informed by a graph

Substitutes "based on" with "informed by", suggesting that the graph provides context or understanding.

drawing from a graph

Similar to 'derived from', focusing on extracting information.

as shown by a graph

Highlights the graph as visual evidence.

using a graph as a foundation

Rephrases to highlight the graph as a foundational element.

according to a graph

Indicates that the information aligns with what the graph shows.

relying on a graph

Emphasizes the dependence on the graph for analysis or conclusions.

with reference to a graph

Formal way to indicate that a graph is being considered.

grounded in a graph

Suggests the analysis is firmly established by graphical data.

predicated on a graph

A more formal alternative to "based on", emphasizing the graph as a necessary condition.

FAQs

How can I use "based on a graph" in a sentence?

You can use "based on a graph" to indicate that a conclusion, analysis, or model is derived from information presented in a graphical format. For example, "The model is formulated "based on a graph" such that each node represents a location in the warehouse at the end of a specific scheduling stage."

What are some alternatives to "based on a graph"?

Some alternatives include phrases like "derived from a graph", "informed by a graph", or "relying on a graph", depending on the nuance you want to convey.

Is it better to say "based on a graph" or "according to a graph"?

Both phrases are correct, but ""based on a graph"" generally indicates that the graph was used to create or formulate something, while "according to a graph" simply states that the graph provides the information.

Can "based on a graph" be used in non-scientific contexts?

Yes, while frequently used in scientific and technical writing, ""based on a graph"" can also be used in any context where information or conclusions are drawn from a graph. The key is ensuring the graph is relevant and properly referenced.