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Data science is multifaceted and can be described as a science, a research paradigm, a research method, a discipline, a workflow, and a profession. [4] Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to "understand and analyze actual phenomena" with data. [5]
Provides an RDF data set about scientific publications and related entities, such as authors, institutions, journals, and fields of study. The data set is based on the Microsoft Academic Graph. [106] [107] Free University of Freiburg: MyScienceWork: Science Database includes more than 70 million scientific publications and 12 million patents. Free
Open-notebook science is the practice of making the entire primary record of a research project publicly available online as it is recorded. This involves placing the personal, or laboratory, notebook of the researcher online along with all raw and processed data, and any associated material, as this material is generated.
The Open Data Institute provides in-house and online, free and paid-for training courses. ODI courses and learning materials cover theory and practice surrounding data publishing and use, from introductory overviews to courses for specific subject areas.
Data about applicant's family and various other factors included. 12,960 Text Classification 1997 [481] [482] V. Rajkovic et al. University Dataset Data describing attributed of a large number of universities. None. 285 Text Clustering, classification 1988 [483] S. Sounders et al. Blood Transfusion Service Center Dataset
Online research methods (ORMs) are ways in which researchers can collect data via the internet. They are also referred to as Internet research , [ 1 ] Internet science [ 2 ] or iScience , or Web-based methods. [ 3 ]
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Data science process flowchart from Doing Data Science, by Schutt & O'Neil (2013) Analysis refers to dividing a whole into its separate components for individual examination. [10] Data analysis is a process for obtaining raw data, and subsequently converting it into information useful for decision-making by users. [1]
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