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City Science Stakeholder   Stakeholder Brief Description & Relationship to City Science
              Chambers of commerce       A chamber of commerce is an association or network of businesspeople
                                         designed to promote and protect the interests of its members. A chamber
                                         of commerce, also known as a "board of trade," is often made up of a
                                         group of business owners that share a locale or interests, but can also be
                                         international in scope. They will choose leadership, name representatives
                                         and debate which policies to espouse and promote .
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                                         Hence chambers of commerce can play a federating role for private sector
                                         as a focal point for city science solutions.
              Trade associations (sector   A trade association, also known as an industry trade group, business
              bodies, associations, etc.)  association, sector association or industry body, is an organization
                                         founded and funded by businesses that operate in a specific industry. An
                                         industry trade association participates in public relations activities such as
                                         advertising, education, political donations, lobbying and publishing, but its
                                         focus is collaboration between companies.
                                         Associations may offer city science related services, such as producing
                                         conferences, networking or charitable events or offering classes or
                                         educational materials. They can also represent the interests and viewpoints
                                         of city science solution providers.
              NGOs                       Non-governmental organizations, nongovernmental organizations, or
                                         nongovernment organizations, commonly referred to as NGOs, are usually
                                         non-profit and sometimes international organizations independent of
                                         governments and international governmental organizations (though often
                                         funded by governments) that are active in humanitarian, educational,
                                         health care, public policy, social, human rights, environmental, and other
                                         areas to affect changes according to their objectives .
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                                         NGOs can promote city science and convey their perspectives and
                                         objectives related to city science and its development.
              Data scientists            Data scientists are professionals that use scientific methods, processes,
                                         algorithms and systems to extract knowledge and insights from data in
                                         various forms, both structured and unstructured .
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                                         Data scientists play a critical role in implementing city science solutions.
                                         They can assist in modelling and solving urban challenges.
              Main suppliers of utilities,   Public or private sector organizations that provide / supply communities
              energy, water, etc.        with electricity, gas, water, sewerage services.

                                         These suppliers can play the role of demand creators for city science
                                         solutions related to utilities, energy, water, etc. City science solutions can
                                         enhance among others service quality, availability, and efficiency.
              Open data providers        Public and private sector organizations that provide open data, which is data
                                         that can be freely used, re-used and redistributed by anyone - subject only,
                                         at most, to the requirement to attribute and share alike .
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                                         Open data providers can supply the data required for city science solutions
                                         to address urban challenges.









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