Jason Cole • 3/2/2015

Two Come Along at Once

This article uses Transport for London's developer API to analyze bus arrival times across London, testing the common saying that buses often arrive in pairs. The author employs Python, Matplotlib, Seaborn, and Numpy to visualize the bus network and waiting time distributions. The analysis includes plotting all 512 bus routes, histograms of arrival times, and cumulative distribution functions, showing that 50% of buses arrive within ~5 minutes. The content is a data-driven exploration of a transportation phenomenon using programming and data visualization techniques.

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#Python #api #data visualization