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Data quality is a major issue for OSM and VGI in general, because a holistic and deep understanding of the data creating process is needed [5 7].
At the same time, we work in an environment that recognizes the vital importance of a deep understanding of the data we rely on in developing impactful research.
An inherent limitation of content analysis is that counts of content cannot in itself produce a deep understanding of the data, but to ameliorate this we also conducted and report a thematic synthesis.
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Individuals exhibiting contrasting attitudes ('negative cases') were studied in detail to understand reasons underlying such contrasts and to gain a deeper understanding of the data and findings.
DSWMSs supersede current approaches by leveraging a deeper understanding of the data manipulated by computations to provide new features and improve usability and performance.
For Sprinklr, NewBrand can offer deeper understanding of the data it already scans for customers, Thomas argues.
Although these visualizations allow deeper understanding of the data, there is room for future work.
This investigator triangulation provided different perspectives on the textual data and ensured a deeper understanding of the data.
During the course of data analysis, we moved between the different strategies, going from whole to parts, in order to gain a deeper understanding of the data.
Study design, sampling method, sample size, response rate and study instruments were reviewed critically to provide a deeper understanding of the data presented in each paper.
We have experienced that such analysis facilitates a deeper understanding of the data to support the recommended dose(s), not the least in order to address regulatory questions, both in terms of efficacy and safety.
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