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The City of Chicago's Data Portal aims to promote access to government data and encourage the development of creative tools to engage and serve Chicago's diverse community.
In light of the generally slow availability of definitive data, the initiative has been taken, first by INTERMAGNET, an organisation which is described in Kerridge (2001) and subsequently by the International Association of Geomagnetism and Aeronomy (IAGA), to establish a new data type, quasi-definitive (QD) data, and encourage the production of QD data from observatory operators.
BibJSON, and companion bibliographic software systems BibServer and OpenBiblio promote the quantity and quality of Openly available bibliographic data, and encourage the development of improved algorithms and services for processing the wealth of information and knowledge embedded in bibliographic data across all fields of scholarship.
Many funders and journals require that researchers share data, and encourage the enrichment and standardization of experimental metadata (Field et al., 2009).
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The idea of unknown species waiting to be discovered only increases conservationists' sense of urgency about collecting more data and encouraging the protection of the forests.
The carriers are offering data rewards through Triangle, as well, which lets users download and try new apps without impacting data, and encourages the use of existing apps in exchange for extra data added to their accounts.
Tufte notes that, "graphical displays should show the data, induce the viewer to think about the substance rather than about methodology, graphic design, the technology of graphic production, or something else, avoid distorting what the data have to say and encourage the eye to compare different pieces of data" (p. 13) (Mulrow, 2002).
These innovations should not only provide new ways of gathering data but also engage and encourage the community in sustainable management of the environment.
The gatherings aim to "mak[e] people aware of what data there is out there and encourage the [collection] of more data so that we as young scientists can be informed about the workforce situation, the training situation, [and] how funding works," she continues.
In terms of clinical diagnoses, the studies collect data based on investigators' diagnosis and encourage the use of the International Classification of Diseases 10th Revision (ICD-10) criteria as the routine tool for categorization of diagnoses.
Always give the story behind the training data and encourage people in the organization to contribute their stories.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com