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Since 1978, long before data analysis was so heavy a staple of crime fighting, the city's Police Department reported lesser crime data to the State Division of Criminal Justice Services.
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All data will be cleaned before data analysis is performed.
The statistical methods were revised before the data analysis was commenced.
Common themes were discussed between the two investigators before the data analysis was finalised.
All datasets were transformed to Z-scores before further data analysis was performed.
Leak current was subtracted from raw current recordings before any data analysis was performed.
During the review (and before any data analysis was undertaken), we agreed to include the outcome of adherence to the intervention.
Also, all authors participated in a session to discuss the results and consider strategies for analysis and interpretation of the data before the final data analysis was performed and the manuscript written.
Even if genetic data are stored separately and are not directly accessible, they must be (partially) released before the actual data analysis is carried out.
Before data analysis he was "playing from behind".
Before data analysis, data were cleaned and 5% of the data were re- entered to ensure data quality.
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CEO of Professional Science Editing for Scientists @ prosciediting.com