Nikhil Kaza
Nikhil Kaza
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Using external databases such as PostGRESQL
Last updated on Jul 29, 2025
0 min read
R
Geospatial Data in R
Introduction In this post, I am going to show how one might go about analysing the Bikeshare use in New York city. The purpose of this post is to demonstrate how to do some standard exploratory analysis and visualisation of a data set that has some spatial attributes, in open source software primarily in R.
Last updated on Sep 18, 2026
38 min read
R
,
teaching
Transit Accessibility Using GTFS
Introduction Understanding the reach and effectiveness of public transit is important to understand how urban environments are accessible for different groups of people. Analysing fixed route public transit has become relatively straightforward with the introduction of the “General Transit Feed Specification”, a common standard for transit agencies to publish their schedules.
Last updated on Nov 18, 2022
20 min read
transportation
,
R
Cleaning Spatial Networks
Introduction Some transportation networks are intuitive to understand as networks. We can easily visualize intersections as nodes and roadways as edges in a road network. A network analysis approach helps in understanding complex behaviour of systems such as transportation networks that would not be possible with other types of analyses that look at individual components as separate entities.
Last updated on Oct 26, 2022
11 min read
transportation
,
new-urban-analytics
Isochrones from Routing Engines (OSRM)
Introduction In other posts, I have shown how to use external servers (google, craigslist etc.) to access information. You can also query a local (on your computer) server and your R session acts like a client (e.
Last updated on Jan 25, 2022
4 min read
transportation
,
new-urban-analytics
Exploratory Data Analysis and Visualisation
Some exploratory graphics using air pollution data in the US.
Last updated on Aug 25, 2026
19 min read
new-urban-analytics
,
air-quality
Intersection Density From OSM using QGIS & R
Intersection Density is often used as an indicator of urban form in travel behaviour and urban design. In this post, I detail a way to calculate this indicator by leveraging OpenStreetMap data. I also focus on how to link R & QGIS as an illustration.
Last updated on Jan 21, 2022
10 min read
new-urban-analytics
,
urban-form
Analysing Free Form Text
Free form text is ubiquitous in planning, including plans, regulations, meeting minutes, and transcripts, etc. This is a short introduction to analysing such text quantitatively.
Will Curran-Groome
,
Nikhil Kaza
Last updated on Aug 31, 2020
14 min read
new-urban-analytics
Matching Messy Texts
Using messy text fields to create some structure out of the datasets.
Last updated on Nov 12, 2025
32 min read
new-urban-analytics
,
data-munging
Surveillance, Sensor Networks and COVID-19 Pandemic
The following is a transcript for a podcast as part of the series called “Viewpoints on Resilient and Equitable Responses to the Pandemic" produced by Center for Urban and Regional Studies.
Apr 19, 2020
6 min read
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