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Figure 4.56 The screenshot of protection data page




                        4.4     Summary



                               This  chapter  comprehensively  outlines  the  development  of  the  web

                               application.  It  begins  by  detailing  the  application's  functional  and  non-

                               functional  requirements,  ensuring  optimal  performance  and  security.  The
                               hardware and software specifications are listed, highlighting the essential tools

                               used in development, including Anaconda, VS Code, Figma, MongoDB, and
                               Power BI. The chapter delves into application modelling, focusing on the user

                               interface,  system  flow,  and  database  design,  illustrated  through  use  case

                               diagrams for user and admin interactions.


                               A portion of the chapter is dedicated to the application design, which includes
                               two primary modules, the dashboard module and the prediction module. The

                               dashboard  module  encompasses  data  cleaning,  ETL  processes,  and

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