Forecasting of Spirit Airlines

Çağla Yıldırım, Emre Küpe, Enes Topluoğlu, Ömer Dışpınar, Yakup Demir

We analyzed the number of passengers carried by Spirit Airlines in the last 10 years and we made some estimations. Total number of passengers carried by Spirit Airlines between 2010 to 2019 are;

20106,750,000
20118,300,000
201210,180,000
201312,100,000
201413,980,000
201517,630,000
201621,000,000
201723,810,000
201828,680,000
201933,870,000

Table 1 – Number of passengers (https://www.statista.com/statistics/1099199/)

Secondly, we convert the data into scatter plot graph in order to visualize it.

Fig 1 – Scatter plot of total pax carried

Thirdly, we add linear and exponential trendlines to control whether the data fits or not. After that, we made estimations for both trendlines to see which one is more accurate. We can understand the accuracy by looking at R square value. If it is higher, the estimation will be more precise.

Fig 2 – Linear trendline and forecasted number of passengers
Fig 3 – Exponential trendline and forecasted number of passengers

We can interpret that, according to the forecast that we use linear trendline, the number of passengers is approximately thirty-five million people. On the other hand, when we examine the forecast that we use exponential trendline, total number of passengers is more likely to be fifty million people. In addition, due to its R square value, exponential trendline and our forecast is more precise than linear trendline.

When we look at the situation of the main market; the aviation industry has developed and grown compared to previous years. In addition, if there was no pandemic, the passenger numbers of the last 2 years would have been as predicted. For example, we can observe a decrease to 18.351.000 in 2020. However, if there was no pandemic, this figure would have exceeded 40 million according to our predictions.

REFERENCES

Traffic of Spirit Airlines. Aviation Data Project. (n.d.). Retrieved December 11, 2022, from http://web.mit.edu/airlinedata/www/Spirit.html

Salas, E. B. (2022, August 16). Pax Traffic of Spirit Airlines. Statista. Retrieved December 11, 2022, from https://www.statista.com/statistics/1099199/passenger-traffic-spirit-airlines/

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