Transjakarta

A personal project to experiment data science stuffs on Jakarta's largest transportation company! Sources and credits: transjakarta.co.id, Trafi API, rasyidstat/transjakarta

Contents

Script

01.R

• Scrap all available Transjakarta routes (as in 08/04/2020)
• Download all routemaps available in transjakarta.co.id/peta-rute

02.R

• Attempt to extract station names using OCR (09/04/2020) -- incomplete

03.R

• Scraping Trafi's API, extract json (09/04/2020)

04.R

• Parse all of the json's into R-ready format

05.R

• Get the routes/corridors, save into geodata (with epsg 4326)

06.R

• Get the stops (halte), save into geodata (also with epsg 4326)

Data

data/rds/routes.rds

• A 'tidy' dataframe containing corridor codes and routes

Plans, to-do, to be added

• OCR to extract all stops
• data/rds/routes - Service type, number of stations
• Dashboard