:Overview
The project is aiming
to analyses and understand the traffic accidents and how they
change in the
years 2016 and 2017 in each region of Saudi Arabia
:Data
Two data files were
given. The first file contains the information of annual traffic accidents and highlight
the ones that lead to vital and injured casualties. It also contains the year of
the accidents and the region beside its geographical coordinates.
The other file contains information
about the annual number of issued driving licenses and the region where it is
issued and its geographical coordinates from the year 1993 until 2017.
:Problem Statement
Analyzing the number of accidents in
each region and how it changes in the years 2016 and 2017 along with the number
of issued driving licenses.
:Statically Overview
Relations between the year, The Accidents and
the number of annual issued licenses
As the box get darker the relation
is stronger. The graph highlight that
there is strong
relation between the number of issued licenses and the number of
accidents and these features is shown in the graph below
The upper graph shows that there are
three regions dominate the number of accidents and the issued driving licenses which
are Eastern, Makkah and Riyadh. It also shown that the number of annual
accidents had decreased in most of the region in the year 2017 compare to the
year 2016.
Taking a closer look at the accidents
that lead to vital and injured casualties in the graph below
It demonstrating that Makkah region
has the highest number of accidents resulting
in dead and injured casualties while Riyadh region has less number of dangerous accidents compare to its total number of accidents which
lead to investigate the percentage of dangerous accidents of the total
accidents and that is shown in the below graph
The graph shows the percentage of Makkah
region is low as 2% and so is Riyadh however, Al_Baha region had increased to
almost the double in the percentage of
!dangerous accidents despite the fact it
has decreased in the total number of accidents
:Conclusion and Recommendation
More features are required to give recommendation
about the accidents such as number of population, month of accidents and days to
know if it is during Summer Vacation or during weekdays or is the number if
accidents are result of high population and
this needs to extra feature of the location of the accidents is inside city or
on high roads between the cities. Also the location of accidents neighborhood
to know if certain area face a problem with it is traffic movement and time
will be preferred to be known
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