I have developed a Python script that transforms a flat, one-dimensional recorded ride file into a multi-dimensional, color-coded representation. Specifically, the script generates a 3D visualization of the route, with color coding that corresponds to changes in elevation. This approach offers two key advantages. First, the color-coded representation enables rapid identification of the uphill, downhill, and flat sections of the route. Second, the 3D visualization facilitates a more detailed understanding of the route's features. In particular, users can easily assess the severity of grade changes in any section of interest, making this tool a valuable asset for analyzing and optimizing cycling performance.

The insurance industry is all about assessing risk and managing it effectively. And with the advent of Geographic Information Systems (GIS), the insurance industry has found a powerful tool to help them achieve these goals. GIS technology is used to map and analyze spatial data, enabling insurance companies to make informed decisions and better manage their risk portfolios. In this blog post, we will explore the various ways in which GIS is being used in the insurance industry and what makes a GIS strategy successful.

Pittsburgh, Pennsylvania is a city that's steeped in history, culture, and charm. Known as the "Steel City," Pittsburgh is home to 90 unique neighborhoods, each with its own character and personality. From trendy hotspots to historic enclaves, there's something for everyone in Pittsburgh's diverse communities.

Local governments play a vital role in the daily lives of people within their jurisdiction. They are responsible for providing various services, such as transportation, public safety, health, business, water, and energy, among others. In order to make effective decisions about these services, local governments must rely on data-driven insights that are based on evidence. This is where geospatial analytics come in.

A market analysis for the Pickleball Center at Downingtown would involve examining the surrounding area for potential competitors and clients within different radiuses.

The Garcia House by John Lautner, which was made popular in the movie Lethal Weapon is now on the market for a cool $16,000,000.00. I used to love architecture and learned all about this house after seeing it in the movie. The House is a modernist residence located in the Hollywood Hills of Los Angeles, California. The house is built into the steep hillside and consists of three levels.

The use of AI in product development has the potential to revolutionize the way we create and innovate new products. By leveraging the power of AI algorithms, we can generate new concepts and ideas that would not be possible through traditional methods. AI can help to quickly generate a large number of ideas, analyze and evaluate them based on specific criteria, and even generate visual representations of the concepts. This can greatly speed up the product development process and help companies to stay competitive by quickly bringing new and innovative products to market. Additionally, AI can assist in identifying new market opportunities and unmet customer needs, leading to the development of products that are more likely to succeed in the marketplace. Overall, the use of AI in product development has the potential to greatly enhance the efficiency, creativity, and effectiveness of the product development process.

In my investigation into the accuracy of weather models in Doylestown, Pennsylvania, I collected 7665 data points across 365 days. From this data I was able to find that the model the Weather Channel uses was better at predicting low temperatures compared to high temperatures over the year of 2022. Specifically, the standard deviation for predicted high temperatures was 9.1 degrees, while the standard deviation for predicted low temperatures was only 4.8 degrees.

I have to thank and express my sincere gratitude to Janay Cody Ph.D. for selecting me to participate in The Voter Formation Project and the All Americans Vote organization. It was an honor to be chosen to work on such an important and impactful project, and I am grateful for the opportunity to contribute to the cause of encouraging Americans to exercise their right to vote.

Understanding the average age of buildings in a given area can be important for a variety of reasons. Here are a few examples:

Infrastructure and maintenance: Older buildings may require more maintenance and repair, which can be costly for property owners and potentially affect the overall quality of life in the area. Knowing the average age of buildings can help planners and policymakers understand the potential infrastructure needs of a community and allocate resources accordingly.

This video shows when each individual building of New York City was built, between 1661 and 2022, plotted on a map of current day roads and bridges in the area. By doing this you can see how New York City grow from a small town to today’s mega-city.

I live between Philadelphia and New York City. Every time I drive I-95 to New York City I look forward to seeing the skyline. The map below shows exactly where in New York City all of the tallest building are located.

Day 16 of the The 30 Day Map Challenge seemed like such a simple challenge going into it, but it possessed some unique challenges I wasn’t expecting.

The road network in just Bucks County Pennsylvania consists of 4312 miles of pavement broken down into 36,269 roads that crisscrosses the countryside.  This intertwined network creates a total of 137,977 intersections all of which have traffic control lights and/or signage that need to be maintained.  That is a large job.

Had some time to kill today so I decided to zone Philadelphia in City Skyline zoning colors.

Are more crimes committed on days with full moons.

This is a follow up to yesterday’s post where I showed the difference in crime rates in Philadelphia between 2017 and 2022. And again, it is true crime rates are going up in Philadelphia but it is important to understand the breakdown of the crimes being committed before you consider Philadelphia an unsafe place to visit.

Crime rates are going up in Philadelphia. It is true. The numbers are big too. For the entire year of 2021 there were 135,114 crimes reported in Philadelphia compared to the 203,432 that have already been reported as of Oct 24, 2022.

While the statement “Crime rates are going up in Philadelphia.” is true, the statement itself is very broad. For instance, Philadelphia is comprised of 157 neighborhoods. Are crime rates rising equally across all neighborhoods?

First I am going to look at my driving needs. Next I want to look at an infrastructure comparison measured against my needs to see if the Infrastructure is able to support my needs.

I simply wanted to look at the number of buildings in an area and the rate of demolition and new development by neighborhood over time to see what areas of Philadelphia were being developed. This process obviously would not be a perfect local measure, nor would it measure all aspects of the gentrification process, but I thought it would be a fun project.