IMPLEMENTASI EXPLORATORY DATA ANALYSIS (EDA) DALAM ANALISIS KECELAKAAN PENERBANGAN DI INDONESIA BERDASARKAN TIPE, OPERATOR DAN PENYEBAB KECELAKAAN

ARYANI, MEITA and Passarella, Rossi (2022) IMPLEMENTASI EXPLORATORY DATA ANALYSIS (EDA) DALAM ANALISIS KECELAKAAN PENERBANGAN DI INDONESIA BERDASARKAN TIPE, OPERATOR DAN PENYEBAB KECELAKAAN. Undergraduate thesis, Sriwijaya University.

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Abstract

This study discusses aviation accidents in Indonesia from 1988 - 2021. With the aim of finding data insights from the correlation between year variables, operators, aircraft types and the causal factors in aviation accidents. The method used is descriptive statistics to find out the characteristics of the data and exploratory data analysis (EDA) to find the correlation of the variables used and find patterns from flight accident data in the form of visualization. The results of this study indicate that the general results obtained from 1988-2021, for the type of aircraft that often experience accidents, namely the DHC 6 type, caused by human factors which are more dominant than other factors, while the Fokker F28 type is more dominant by engineering factors. Meanwhile, for the results of the analysis after the European Union's flight ban, the type of aircraft that often occurs in accidents is the Boeing 737-900ER with the most dominant cause being caused by human factors.

Item Type: Thesis (Undergraduate)
Uncontrolled Keywords: Aviation Accidents, Descriptive Statistics, Exploratory Data Analysis, Flight Operators, Aircraft Types, Causative Factors
Subjects: H Social Sciences > HG Finance > HG1709 Data processing
Q Science > Q Science (General) > Q300-390 Cybernetics > Q325.5 Machine learning
Divisions: 09-Faculty of Computer Science > 56201-Computer Systems (S1)
Depositing User: Mrs Meita Aryani
Date Deposited: 01 Aug 2022 03:37
Last Modified: 01 Aug 2022 03:37
URI: http://repository.unsri.ac.id/id/eprint/75392

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