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Data Analysis on the Position of Public Transport Vehicles: A Case Study of Most and Litvínov
Zátka, Josef ; Lysák, Jakub (advisor) ; Svoboda, Jan (referee)
The thesis deals with ex post (i.e. not real time) analysis of data on the position of public transport vehicles. The aim of the work is to design and implement spatio-temporal analyses of this data that will be practically applicable to real public transport networks. Their functionality is verified on data from public transport in the towns of Most and Litvínov, recorded during October 2023. The data is a point record with information about the location of the vehicle, the time and date of recording, the line number, the final stop, the last passed stop, the azimuth and speed of the vehicle movement and its delay. A total of 5 analyses are proposed. The first two analyses deal with the possibilities of effective control of the input data, within them algorithms for positional and attribute control of data are presented. The third analysis monitors and evaluates the spatiotemporal differentiation of delays, focusing on trends in the distribution of delays along the routes of individual lines over time of day and over longer time scales. The fourth analysis looks at the occurrence of delays at individual stops. The final analysis studies the reliability of transfers between public transport links at interchanges. The proposed methods were implemented through scripts written in the Python...
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