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While it was possible to search and review the European Commission's CRIS database and AidData datasets line by line, the OECD-CRS dataset is much larger and this approach was not feasible.
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Subsequently, a flatMap function is applied on every transaction in dataset (line 2).
The results are added to the resulting dataset (Line 9), which is then stored on HDFS (Line 12) in the proper format.
As previously observed for HF-IHU in Fig. 11, kNN also shows that the no-retweet line plots are almost overlapped with the All-Dataset line plot, yet slightly less overlap than the HF-IHU.
GC-nearest pair consists of two datasets with the nearest GC-content (i.e., the nearest dataset line number, such as datasets 1 and 2, 3 and 4, …, 49 and 50 in the table).
Presentation of x axis datasets; cell line (top), inoculum density (g L−1, middle), and working volume (L, bottom).
Predictive correlations were very similar across models and training datasets whenever line W1 was included in the training data.
As can be seen from this figure, the number of uniform datasets (green line) exhibits slow growth initially, but then increases slightly as a function of time and cost.
To construct cross sectional images of the 3D confocal datasets, a line of pixels was selected perpendicular to the shell growth direction on each of the processed, RGB z-axis focal plane images to create a color composite cross section.
Distribution of Kr for the non-orthodox sites except CAGAG from the actual pairs dataset (blue line) and the prokaryotic control dataset (green line).
Distribution of Kr for the orthodox sites from the prokaryotic control dataset (red line) and the subset of prokaryotic control dataset with genomes encoding no R-M systems (blue line).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com