Page 31 - FULL REPORT 30012024
P. 31

ii.    Structured Data


                                       According to Ryu (2020), structured data is data that is organised in a

                                       prescribed  way  and  can  be  readily  processed  and  analysed.  It  is

                                       commonly kept in relational databases or spreadsheets, where data
                                       items  are  organised  into  tables  with  specified  rows  and  columns.

                                       Since structured data adheres to a consistent and standardised format,

                                       it is simple to search for, save, retrieve, and examine using traditional
                                       database management systems.



                        2.2.2  Characteristic of Big Data



                                The characteristics of big data are known as the four Vs of big data. This

                                includes volume, variety, velocity and variability.


                                i.     Volume


                                       According to Qader (2020), large amounts of data are referred to as

                                       "big data," and one of their most important features is their volume.
                                       Big data processing must occur in real time or relatively near to it

                                       because it generates at an unprecedented rate. Data is continuously
                                       streaming in from many sources such as social media feeds, sensors,

                                       and gadgets, and organisations must acquire, process, and analyse this
                                       data fast in order to generate useful insights.


                                ii.    Velocity



                                       The rate at which data is created, gathered, and processed is referred
                                       to as its velocity. Big data is produced quickly, therefore it's crucial

                                       to handle and analyse it in real time to gain useful insights (Qader,
                                       2020).










                                                               14
   26   27   28   29   30   31   32   33   34   35   36