<?xml version="1.0" encoding="UTF-8"?><rss version="2.0"><channel><title>Rishi Goutam</title><description>Projects, writing, and data experiments by Rishi Goutam.</description><link>https://goutam.org/</link><item><title>Improving Citi Bike Operations through Bike Rebalancing</title><link>https://goutam.org/projects/citi-bike-rebalances/</link><guid isPermaLink="true">https://goutam.org/projects/citi-bike-rebalances/</guid><description>In this article, we show how we analyzed bike rebalances, based on station ridership, capacity, elevation, and time of day</description><pubDate>Fri, 01 Apr 2022 00:00:00 GMT</pubDate></item><item><title>Predicting Citi Bike Trip Demand</title><link>https://goutam.org/projects/predicting-citi-bike-trip-demand/</link><guid isPermaLink="true">https://goutam.org/projects/predicting-citi-bike-trip-demand/</guid><description>In this article, we show how we analyzed the Citi Bike dataset and built a model to predict ridership based on seasonality and weather.</description><pubDate>Wed, 30 Mar 2022 00:00:00 GMT</pubDate></item><item><title>Predicting Property Sale Values in Ames, Iowa</title><link>https://goutam.org/projects/predicting-property-sale-values/</link><guid isPermaLink="true">https://goutam.org/projects/predicting-property-sale-values/</guid><description>Using regression and random forest models to predict property prices in Ames, IA. Bonus analysis of the housing market using time series</description><pubDate>Thu, 10 Mar 2022 00:00:00 GMT</pubDate></item></channel></rss>