The phrase "as collected through" is correct and usable in written English.
It can be used to indicate the method or process by which data or information was gathered.
Example: "The results of the study were analyzed as collected through surveys and interviews."
Alternatives: "gathered via" or "obtained through".
For the lexical clustering of tweets, Longest Common Subsequence is a widely accepted similarity metric, however it is also very costly, and therefore not applicable to large data sets such as the ones collected through Twitter.
Aluminium-shafted, cotton-tipped swabs (Disposable Products, Australia) of perforation discharge were collected through, or from as close as possible to, the site of perforation.
Feedback was collected through e-mail as well.
The independent and dependent variables were collected through questionnaires as used in earlier studies on cancer survivorship and return to work [ 1, 11, 25- 27].
The information was collected through structured interviews as part of a diagnostic study to assess the SRH information and service needs of HIV-positive adolescent boys and girls in the country.
The completeness of collected information on routinely performed measurements and laboratory assays, as well as information collected through questionnaire such as dietary habits, physical activity level and smoking habit was considered satisfactory.
Rebuilding the ways of infection of TB cases due to a recent infection was carried out by cross analyzing genotyping data in conjunction with results of contact tracing investigations, as well as data collected through individual interviews.
Although, data generated online have been shown to be as valid as data collected through traditional methods (Bunting and Boivin, 2007; Lieberman, 2008), one would need to determine whether the differences observed warrant a more in-depth analysis for example, a different set of norms for clinic samples.
Another Bonaire view Lifted, that is, only to be told by the hotel guy that the collect call didn't go through as collect and I owe him $17. Seventeen dollaaaaaaars!
