Data is an ocean of Universal Facts”. Big data
once an emergent technology of study is in its prime with
immense potential for future technological advancements. A
formal study in the attributes of data is essential to build robust
systems of the future. Data scientists need a basic foot hold when
studying data systems and their applications in various domains.
This paper intends to be THE go-to resource for every student
and professional desirous to make an entry in the field of Big
Data. This paper has two focus areas. The first area of focus is
the detailing of the 5 V attributes of data i.e. Volume, Variety,
Velocity, Veracity and Value. Secondly, we will endeavor to
present a domain wise independent as well as comparative of the
correlation between the 5 V’s of Big Data. We have researched
and collected information from various market watch dogs and
concluded by carrying out comparatives which are highlighted in
this publication. The domains we will mention are Wholesale
Trade Domain, Retail Domain, Utilities Domain, Education
Domain, Transportation Domain, Banking and Securities
Domain, Communication and Media Domain, Manufacturing
Domain, Government Domain, Healthcare Domain, etc. This is
invaluable information for Big Data system designers as well as
future researchers.