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A web-based interface was developed to facilitate the review and exporting of results in standard file formats such as comma separated values (CSV and Microsoft Excell. Figure 3 is an illustration of an Excel report that provides formatted information files on data collector, time taken for the participant id and household code and when the actual upload of the data took place.
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In each section, recognising the constraints on data collectors, a limited range of items was collected.
The principal investigator and supervisors did a daily supportive supervision on data collectors.
Linda Kwamboka, 24, one of three female co-founders, said: "It was August 2010 and we saw so many farmers complaining about unfair commodity prices, saying: 'We're not getting the benefit of our sweat.'" M-Farm is now updated daily with the help of data collectors on the ground and has been used by more than 5,400 farmers so far.
Precise figures on the background of data collectors are not available.
However, with the effective training of data collectors on probing mechanisms, this was minimized.
However, investigators refused to state what speed they think the car was travelling at before it careered off course until specialist Porsche engineers arrive in California next month to extract the information from the on-board data collectors.
They also differentiated cases admitted in a critical state from those whose life-threatening complication developed during hospitalization, relying on the information on vital signs and conditions at admission, as well as on the data collectors' (medical doctor) judgment in the case of missing information.
Diastolic and systolic blood pressures were recorded twice by each data collector, on the left arm only.
On average, each field data collector was assigned to monitor 86±41 children during the entire study period.
Consequently, all of the data on deliveries from that data collector (including reports for intervention and control birth attendants) were excluded from the final analysis (fig 1).
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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