Introduction: Embarking on a journey into Boston’s economic landscape, we’ve delved into the city’s indicators from 2013 to 2019. Let’s discuss the insights uncovered and chart a course for actionable steps. Tourism and Hospitality Focus: Explore trends in Logan Airport’s passenger traffic and international flights. Analyze hotel occupancy rates and…
In “Beneath the Badge,” we delve deep into the critical and often contentious subject of police shooting incidents in the United States. This comprehensive study leverages detailed data analysis to uncover the underlying patterns and key insights into these incidents. Key Highlights of the Analysis: Demographic Trends: A closer look…
After confirming stationarity, I was ready to construct a model to forecast police shootings. I chose the SARIMAX model for its ability to handle both seasonal and non-seasonal elements. Here’s a snapshot of what I found: Model: SARIMAX(1, 1, 1)x(1, 1, 1, 12) AIC: 12537.839 BIC: 12568.175 The AIC and…
In my recent foray into the world of time series analysis, I took a deep dive into the patterns of police shootings across the United States. The first step in this journey was to determine if the data at hand was actually predictable – for this, I turned to the…
