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Bird Strikes: Analysis and Recommendations

Write a data analytical report to provide useful insights, patterns, and trends in a given dataset using SAS Analytics.

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Added on  2023-03-31

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This presentation provides an analysis of bird strikes during different phases of flight and offers recommendations for mitigating the risks. It includes data on the proportion of bird strikes involving medium and large wildlife, top airlines involved, and the most costly species of wildlife. The presentation concludes with the importance of addressing bird strikes for flight safety.

Bird Strikes: Analysis and Recommendations

Write a data analytical report to provide useful insights, patterns, and trends in a given dataset using SAS Analytics.

   Added on 2023-03-31

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Bird strikes may occur
during any phase of flight
but are most likely during
the take-off, initial climb,
approach and landing
phases due to the greater
numbers of birds fly at
lower levels.
Group Member 1: Finding -1
Bird Strikes: Analysis and Recommendations_1
ANALYSIS &
RECOMMENDATIONS
A cluster analysis on the two variables time out of
service and total cost.
Explanation
By performing a cluster analysis on the two variables time out
of service and total cost, it can be concluded that cost aircraft
time out of service (in hours) cluster is much differently spread
as compared to the clustering due to the total cost.
Bird Strikes: Analysis and Recommendations_2
Proportion (percentage) of bird strikes
involved medium and large wildlife
3
By reference to the above graphs,
the percentage of bird strike
involving medium and large wildlife
is 38.24% and 6.38 % respectively.
Bird Strikes: Analysis and Recommendations_3
Investigate using a crosstab for the data
values Pilot warned of bird strike, Altitude
bin, and the total cost.
Explanation
4
Explanation
The figure above shows the crosstab
for the data values Pilot warned of
bird strike, Altitude bin, and the total
cost. Based on the results, when the
pilot is warned about the bird strike,
the total cost is less as compared to
when the pilot is not warned. For all
the cases, the altitude bin on the
other side is constant.
Bird Strikes: Analysis and Recommendations_4

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