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The phrase "analysis observed significant differences in the" is correct and usable in written English.
It can be used in academic or research contexts when discussing the findings of a study or analysis that identified notable variations in data or results.
Example: "The analysis observed significant differences in the performance metrics of the two groups."
Alternatives: "the study found notable differences in the" or "the research indicated substantial differences in the".
Exact(1)
Vaziri et al. [ 6], using microarray analysis, observed significant differences in the abundance of 190 microbial operational taxonomic units (OTU) between healthy individuals and haemodialysis patients, who presented an increased abundance of Enterobacteriaceae, particularly the OTUs containing certain clusters of E. coli sequences.
Similar(59)
Moreover, we observed significant differences in CA characteristics.
We also observed significant difference between genders.
No significant differences in the risk of infections were observed.
Significant differences in the number of growing clusters were observed among the conditions.
No significant differences in the incidence of CMV infection, interstitial pneumonia, or bacteremia were observed.
In our analysis, we observed a large and significant difference in the basal expression of the CGA mRNA in autumn vs. spring.
In the multiple regression analysis no significant differences in hospital mortality could be observed among the three patient cohorts.
Patients from both treatment groups were combined for this analysis because no significant differences in outcomes were observed.
We observed no significant difference in Fn between groups.
The permutation test of one million times generated a total χ2 of 8.518 (p = 0.0057) in order to observe a significant difference in rs2271933 analysis.
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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