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The phrase "analysis on data" is not correct in standard written English.
The correct preposition to use is "of," as in "analysis of data."
Example: "The analysis of data revealed significant trends in consumer behavior."
Alternatives: "examination of data" or "evaluation of data."
Exact(60)
First, we based our analysis on data from one screening round.
Thus the alternative analyses described above (the one-level factor analysis and the two-level analysis on data from all 11 participants) show that the outcomes are not closely dependent on the main methods that were used.
We conducted a sensitivity analysis on data that did not require these calculations, finding a similar result but one that lacked statistical significance.
AstroStat is an easy-to-use tool for performing statistical analysis on data.
We make use of a macro-micro framework and multilevel analysis on data gathered through the 2006 Canadian Census through a two-stage process.
Far from growing longer, the long tail is being docked.Dr Evans based his analysis on data from citation indexes compiled by Thomson Scientific (part of Thomson Reuters).
More recently, I read a well-researched article on just how infrequently the world's data powerhouses - citing Facebook and Yahoo! - actually carry out an individual piece of analysis on data that would not fit onto a laptop or desktop machine you could pick up from your local electronics retailer.
This paper uses functional data analysis on data obtained from 12 volunteers and uses 20 markers from the 3D motion capture system VICON MX T020.
Modelling analysis on data collected from a survey conducted in Sydney in 2013 identifies highly significant spatial competition and employment agglomeration effects explaining workplace choice.
Principal components analysis on data from over 600 participants supported a three-factor solution which accounted for 50.9% of the total variance.
In the second study, the five-factor model was confirmed through confirmatory factor analysis on data from 1523 francophone 7th 11th graders.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com