Published in The Startup·Dec 4, 2020Spatial Data Analysis and Visualization With Chicago Ride-Hail Trips DatasetComparing Single and Shared Trips and A Mini Network Analysis — In the 2019 report titled Transportation Network Providers and Congestion In The City Of Chicago, Transportation Network Providers (TNPs), i.e. Uber, Lyft and Via, are attributed as the major cause of congestion in Chicago’s downtown area. In response to the issue, in January 2020 the mayor’s office put forward a…Data Visualization6 min read
Published in Towards Data Science·Nov 4, 2020The Privilege to Get A Ride in the Windy CityUnsurprisingly, the rich ride more often. — Nicknamed “Windy City”, Chicago undoubtedly has an impression of gusty weather with freezing temperature. On average, the temperature in Chicago dropped most significantly in the month of October. On Halloween 2019, “the snowiest Halloween” according to Chicago Tribune, the temperature was particularly low and reached 24 degrees. Other than the…Data Visualization6 min read
Published in Analytics Vidhya·Oct 13, 2020Exploring Residential Noise Complaint Trends in 311 Requests with PythonIn this post I will use Python to explore the NYC 311 datasets. The dataset is available from NYC OpenData website, which contains all 311 requests from January 1, 2020 until present. Given the interest of this post I will look into all requests made before October 1, 2020. …Python7 min read
