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Finally, there were some issues with comparing the facility size using official data and open source data.
Using official data and the classic tools of demography to project the trend of the Italian population from 2002 to 2015, the authors found that without foreign residents, the total population in Italy would have been only 57 million or 4 million less.
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Data on footpath network were obtained from the OpenStreetMap project (http://www.openstreetmap.org) and validated using official data.
A sample of 2715 households was randomly selected using official data for household populations from the list of National Sample Surveys and Evaluation Programme clusters, created and maintained by the Kenya National Bureau of Statistics (KNBS).
Using official data on occupational information in the United States we observe and analyse high variety across KIBS sectors' occupational structures and skill requirements.
Hulme's research shows there are obvious conceptual and methodological problems in achieving goal 16: the collection of data is particularly difficult, whether that's using official data or generating other data sets.
Let me show you what I mean, using figures calculated for the Guardian by academics at the Centre for Research on Socio-Cultural Change (Cresc), using official data.
In 2009, local government income from land use sales was $219 billion, an increase of 43.2 percent over 2008, the center reported, using official data.
For emerging economies, these flows have collapsed in 2008 and are expected to plummet even more in 2009.The problem with looking at remittances using official data is that numbers appear on a lag relative to other flows, so that what one is hearing from people on the ground (which is in some cases that remittances are collapsing) doesn't match the data.
As an example, the results of the linear regressions analysis, using official data from other studies [35], indicate on average a correlation factor of approximately 95% for key variables in the model.
The economic appraisal of each element included in the exposure databases was done using official data in a task where close collaboration was received from specialists working in the water utilities company of Manizales and the cadastral office of the city.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com