Whereas one may hypothesize that the avian diversity patterns are caused by these differences in vegetation structure, our data did not support this.
An additional study of our data using socio-technical networks as a construct to structure our data might have revealed additional insights in social debt.
"We built our search from ground up," says Kagan, "new data collection, new ways we structure our data, and then we had to build new algorithms on top of that".
The mess of unstructured data is one issue worth resolving, but there's another side to the information mess that is worth talking about: the opportunities we leave behind when we avoid structuring our data.
Though we find some effect of colony source on community structure, our data indicate the presence of consistently associated microbes within gardens and dumps.
Though there is no direct evidence for the relationship between the inter-MAR association structure and the previously described ACH structure, our data imply the co-existence of these structures mediated by different transcriptional factors.
To structure our data collection and analysis, we used a multiple, embedded case study design with the embedded units being providers, nursing/administrative staff, and patients nested within the larger case (i.e., the physician practice).
Although we could not determine the exact transcription start sites (TSSs) for non-full-length cDNA containing gene structures, our data suggested that the derived putative TSSs probably reflected true TSSs in vivo, as gene structures in each AFE cluster were supported by multiple general 5'-end ESTs from multiple cDNA libraries.
The analysis of the verbal protocols according to their cause-effect structure proved to be more suitable than more complex coding schemes because of the quite simple conceptual structure of our data.
In order to obtain reliable models, neighbourhood effects and the group structure in our data were accounted for.
The weak effect of population structure in our data is corroborated by the failure of clustering the isolates to invasive/carriage using WGS and sequence type (ST) based trees (SI Figs S2 S4, S10).
