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The phrase "all data were removed" is correct and usable in written English.
It can be used in contexts where you are indicating that every piece of data has been deleted or eliminated from a system or dataset.
Example: "After the security breach, all data were removed to protect user privacy."
Alternatives: "all data has been deleted" or "all data has been eliminated."
Exact(1)
All data were removed from 2 participants in the alcohol-dependent group as they were distracted mid-way through the task.
Similar(59)
To exclude potentially inaccurate data (such as interruption of ICP readings due to transducer zeroing, cerebral spinal fluid sampling, and so on), all traces were visually reviewed and all artifactual data were removed.
To ensure confidentiality, all identifying data were removed, and records were kept under lock and key.
The audio recordings were transcribed verbatim into English and all identifying data were removed at this point.
For analysis of aorta and carotid plaque images all identifying data were removed apart from a code number so that observers were blinded to both patient identity and study time point.
Once contacted and having received the questionnaires, each PCP sent the supplementary information and the response to the questionnaire to AIS, and AIS ensured that all personal data were removed before forwarding the information to the researchers.
As well as securing the communications, via VPN tunnelling, patient data were also encrypted and all personal identification data were removed.
Scans were analysed with the version 4.0 software (Carl Zeiss Meditec), all patient identifying data were removed and a consecutive patient number was given.
The relationship between pre-, post- and follow-up attitude scores became only slightly significant when all cases with missing data were removed (p = 0.044).
Sequences spanning less than 25% of the length of the longest sequence of the alignment (ignoring all undefined or missing data) were removed.
The relationship observed for confidence and knowledge scores after using the Friedman test continued to hold up when all participants with any missing data were removed from the analysis (p < 0.001).
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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