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SSA_StopBusTimeSeries

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Unnamed: 0 stringdate 2024-03-01 05:00:00 2024-05-31 00:30:00	125960550 float64 0 11	230565994 float64 0 42.8	258781031 float64 0.21 36.1	43768720 float64 0.24 23.3	44072192 float64 0 34.6	44783654 float64 0 32.5	44783914 float64 0 42.8	44784438 float64 0.02 27.4	45833547 float64 0 37.7	47568123 float64 0.03 20.6
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Public Transport Time Series

Overview

This dataset provides time series data on estimated boardings, alightings, and bus occupancy across selected stops in the public transport network. The data is aggregated in 30-minute intervals and was generated through the integration and analysis of multiple transport data sources.

Boarding data was extracted using data mining techniques from Automatic Vehicle Location (AVL), Automatic Fare Collection (AFC), and General Transit Feed Specification (GTFS) systems.
Alighting data was estimated using the trip chaining method.
Bus occupancy was calculated based on the ratio of boardings and alightings per vehicle.

The full SUNT dataset is available on GITHUB.

Available files:

boarding_03-05_2024.csv: Estimated boardings per stop
landing_03-05_2024.csv: Estimated alightings per stop
loader_03-05_2024.csv: Estimated bus occupancy

This example illustrates how to use a dataset and plot the series: Visualize.

Description of Selected Stops

From over 2,700 bus stops in the network, ten were selected based on diverse and representative passenger flow patterns. The table below summarizes the characteristics of each location:

Stop ID	Location	Observations
44783654	In front of the Federal University of Bahia (UFBA)	High volume of students and university staff
43768720	Lapa Station	One of the city's main public transport terminals
230565994	Itapuã Lighthouse Beach	Passenger flow varies throughout the day; higher on weekends and holidays
125960550	Arena Fonte Nova surroundings	Demand influenced by sports and cultural events
45833547	Near Manoel Barradas Stadium	Sharp increases in demand during game days
44784438	Near the Ferry Boat terminal	Primarily serves intercity and cross-bay travelers
47568123	Near a major shopping mall	High commercial traffic throughout the day
44072192	Close to Castro Alves Theater	Passenger flow increases during performance and event hours
258781031	Salvador Bus Station	Central hub for urban and intercity bus routes
44783914	Lacerda Elevator tourist area	Located in a busy commercial and tourist district

License: CC BY-ND 4.0

Downloads last month: 2

Size of downloaded dataset files:

1.28 MB

Size of the auto-converted Parquet files:

973 kB

Number of rows:

10,920