Sentence examples for and cleaning data analysis and interpretation from inspiring English sources

IA carried out data collection and cleaning, data analysis and interpretation and manuscript editing.

SK carried out data collection and cleaning, data analysis and interpretation, manuscript drafting and editing.

SB coordinated data collection assisted with cleaning, data analysis and interpretation, manuscript drafting and editing.

VBH participated in the study design, literature review, data cleaning, data analysis, and manuscript preparation.

The steps covered were data collection, cleaning and preparation; reduction and projection; data analysis and interpretation; and finally dissemination, incorporation into existing structures and action based on discovered knowledge.

DJL was responsible for primary data cleaning and analysis, ICS served as a methodologic consultant, assisted with data analysis and interpretation, and participated in manuscript editing.

Further data analysis and interpretation is needed.

Data analysis and interpretation: EB and JB.

CB: Acquisition of data, analysis and interpretation of data.

MCW: Data analysis and interpretation.

Both authors undertook data analysis and interpretation.