built on each data

USAGE SUMMARY

The phrase "built on each data" is not correct in standard written English.
The correct expression would be "built on each piece of data" or "built on all data." Example: "The model is built on each piece of data collected during the experiment."

⚠ May contain grammatical issues

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

After checking that the predictive models built on each data set separately performed similarly, we merged the training sets, resulting in 85 pathogenic and 67 benign variants, after removing 14 duplicates.

Genome Medicine

In a first step, LS-SVM models are built on each data set separately, mimicking the results that would have been obtained when only static data from one platform were available.

Genome Medicine

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

It's not just their deep pockets that have brought success -- these are digital companies built on data -- using data to drive their businesses forward is in their DNA.

Forbes

Our findings build on these nicotine data in two ways.

Plosone

The problem was the two mail programs, built on proprietary data protocols, couldn't understand each other.

Forbes

Yet there is little systematic analysis of the value that this step adds and whether models built on data from one site outperform those built on a larger sample of pooled data.

BMJ Open

It is built on open data and existing regulations.

Stanford University

Better reflection is built on primary data — preferably, face-to-face interaction.

Harvard Business Review

Through inspection of the results it was found that although the model built on transformed data outperforms the model built on raw data, no significant differences were found between the forecast accuracies of the three examined models.

Journal of Hydrology

Bradbury built on this data and tested the C dots as a therapy for tumors in mouse models.

Cornell University

The classifier equations are built on the data obtained from the experiments and analyzed with different kernel functions.

Journal of Computational Design and Engineering

Expert writing Tips

Best practice

When discussing data, use precise language: specify whether you are referring to individual data points ("each data point"), datasets ("each dataset"), or the entire collection ("all data"). This enhances clarity and accuracy.

Common error

A common mistake is treating "data" as singular when it's technically plural (datum is singular). While "data" is often used informally as singular, maintaining proper usage enhances formality and correctness. Prefer "built on each dataset" or "built on all data" over "built on each data".

Linguistic Context

The phrase "built on each data" functions as a prepositional phrase, indicating a foundation or basis for something. It's used to describe that something is constructed or based on a particular set of data. Ludwig's analysis shows the phrase is not grammatically correct.

Expression frequency: Rare

Frequent in

Science

50%

News & Media

25%

Academia

25%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, while the phrase "built on each data" aims to convey that something is based on a specific set of data, it's grammatically incorrect. Ludwig AI indicates the correct alternatives include using more precise language such as "built on each dataset", "built on each data point", or "built on all data". Though it appears across varied contexts like Science, News & Media and Academia, using grammatically sound alternatives is recommended to enhance clarity and maintain formality. Remember to adjust your phrasing to accurately reflect whether you're discussing individual data points, datasets, or the entirety of the data.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

built upon every data point

Substitutes "each data" with "every data point", emphasizing individual pieces of information.

constructed from each datum

Replaces "built" with "constructed" and "data" with its singular form "datum", focusing on a formal tone and individual data elements.

developed using each dataset

Uses "developed" instead of "built" and specifies "dataset" implying a structured collection of data.

based on every piece of data

Emphasizes the foundation by using "based on", clarifies "data" with "piece of", highlighting individual components.

founded on individual data elements

Emphasizes the base by using "founded on", and clarifies "data" with "data elements", highlighting the discrete components.

created from all the data

Replaces "built" with "created" and generalizes "each data" to "all the data", focusing on the complete set.

assembled from every data source

Uses "assembled" to imply a construction process and specifies "data source", referring to the origin of the data.

derived from individual data sets

Replaces "built" with "derived", indicating origination, and uses "data sets", implying structured collections.

formed on the basis of all data

Uses "formed" to describe creation and "all data" to encompass the entire dataset, highlighting completeness.

established upon the complete dataset

Replaces "built" with "established", indicating a firm foundation, and emphasizes "complete dataset".

FAQs

How can I correctly use the phrase "built on" with data?

To use "built on" correctly with data, ensure you specify whether you're referring to individual data points (e.g., "built on each "data point""), datasets (e.g., "built on each "dataset""), or the entire collection (e.g., "built on "all data"").

What are some alternatives to "built on each data" that are grammatically sound?

Grammatically sound alternatives to "built on each data" include "based on each data point", "constructed from each dataset", or simply "built on all the data".

Is it correct to say "built on each data" in formal writing?

No, it's generally not correct to say "built on each data" in formal writing. It's better to use more precise phrasing such as "built on each "data set"" or "built on "every piece of data"" to maintain clarity and grammatical accuracy.

What's the difference between "built on each data point" and "built on all data"?

"Built on each "data point"" emphasizes that the structure or model is constructed from individual, discrete pieces of information. "Built on "all data"" implies the structure is based on the entire data collection as a whole, without necessarily focusing on individual points.