After the ETAC, the database was cleaned and verified for consistency of the information collected.
All entries were double-entered to ensure complete and accurate data capture, and all data queries answered before the database was cleaned and locked.
This snapshot from the entire Twitter database was cleaned from errors and artificial tweeting noise similarly as described by Hawelka et al.
Before the sequence search, the NR database was cleaned up with respect to sequences of uncertain or missing taxonomic status, unreliable phylogenetic positions, and filled up with complete genomes that were absent in the database but otherwise were publicly available.
The database was cleaned to validate survey versions against self-report diabetes diagnosis, age at diagnosis, and treatment type to ensure the highest level of accuracy possible given the self-report nature of the survey.
Before the sequence similarity search was done, the NR database was cleaned up with respect to sequences with uncertain taxonomic status (for example, those annotated as 'incerteae sedis', 'environmental samples' or 'unclassified') or where the taxonomy ID is not included in the cellular organisms section of the NCBI taxonomy database.
Before the sequence similarity search, the NR database was cleaned up with respect to sequences with uncertain taxonomic status (for example, those annotated as 'incerteae sedis'environmentalntal samples' or 'unclassified') or where the taxonomy ID is not included in the cellular organisms section of the NCBI taxonomy database as described by Domazet-Lošo T et al. [ 42].
The DTBS databases were cleaned using Java applications.
All data from the scanned paper and online CMSQ, EQ, MSD and postgraduate questionnaires for each survey year are imported into a MySQL database, where they are cleaned and merged into a master file.
At every clinic attendance for each patient, demographic, social, clinical, biological, immunological and laboratory data are recorded and entered into a database, and data are cleaned, analysed and reported on monthly, quarterly, annually and as required.
