Investigating the Impact of Open Green Spaces on Airbnb Rates with Python 1. Introduction The industry of tourism in Barcelona has seen a major hike in the past couple years. Post-covid Barcelona has also become an educational hub for students from across the globe. The increase in Inflow of people has also made platform urbanism … Read more
As we move further into the 21st century, our chances of averting climate change have all but disappeared. Analysis shows that global temperatures now sit 1.1? above pre-industrial levels and are set to rise to 1.5? by the early 2030s (Jotzo and Howden, 2023). This rapid increase in temperatures has led to loss of land … Read more
Enlarging the great… Emanuel Ginobili is one of the most -if not the most- accomplished Argentinian basketball players. During his 16 season basketball career in the NBA, that went on from 2002 to 2018, he won 4 championships as one of the San Antonio Spurs “Big Three”, was named an All-Star twice, was selected for … Read more
Visualizing dataframes using Geopandas and Plotly in Python introduction Python is a versatile and easy-to-learn programming language. GeoPandas extends the data manipulation capabilities of pandas to spatial data, providing a familiar and convenient environment for working with both tabular and geographical data. GeoPandas makes it easy to load, explore, and analyze geographical data. You can … Read more
“Start the machine” …was the first operation in mind when asked to perform a task with Python script. One of the motivations to learn Python as an urban designer is to organize geospatial data with accuracy and legibility. Before we dive into the digital wilderness, of data trees and data frames, it’s important to note … Read more
Introduction Airbnb is a well know marketplace that connects people who want to rent out their property with people who are looking for accommodations, typically for short stays (Investopedia, 2023). As a powerful tool to connect people to hospitality supply around the world, and provide them quality spaces to stay, it heavily relies on the … Read more
Introduction In today’s data-driven world, the ability to visualize data effectively is a key skill. This blog post introduces the fundamentals of data visualization using Python, a powerhouse in the data science toolkit. We’ll explore essential libraries like GeoPandas, Plotly and Contextily, guiding you through the process of transforming raw data into insightful, visually appealing … Read more
In this exercise, I visualised the relationship between the price of Airbnb accommodations compared to the price that the regular housing market puts. The visualisation consists of two datasets in csv format as well as a shapefile. The process started by cleaning the data so that equivalent columns in the csv’s could be matched. After … Read more
“Your new ally in Public Transportation” – Problem – Today, urban commuters who rely on public transportation are faced with four principal challenges: – Solution – A multi[modal-city] transport application that enhances passenger’s experience and improves public transport system’s efficiency across different cities, at the country level. – Why now? – The covid-19 pandemic has … Read more
Introduction Water-related disasters, such as floods and droughts, have become increasingly frequent and severe due to climate change, representing significant global challenges. Urbanization and land use changes are contributing factors, with settlements in high flood-risk areas growing. In studying Milan and the Lambro river basin in Northern Italy, we observe increasing frequencies of floods, highlighting … Read more
Innovation is a buzzword these days, and everyone seems to be talking about it. However, truly understanding it is a different ball game. Take the Global Innovation Index by the World Intellectual Property Organization (WIPO), for example. It’s a massive framework that pulls data from top-tier organizations worldwide, scoring countries on 100+ indicators. It’s a … Read more
The General Transit Feed Specification (GTFS) is a standardized format designed for the distribution of public transport information globally. This format facilitates the integration of public transportation systems in cities worldwide with popular route planning platforms like Citymapper, Waze, or Moovit. By doing so, it enables users to access information on transport availability and plan … Read more
An exercise in visually corelating data. Introduction The Swedish educational system is based on merit. Students have to compete for places by means of their average grades. The competition is fierce, especially in large cities such as Stockholm. This project forms an attempt to showcase a possible correlation between the median acceptance grades of schools … Read more
Background Public transportation plays a crucial role in urban planning globally. Extensive research indicates that bus transit has become a highly favored mass mobility system. This preference stems from its cost-effective infrastructure, flexible planning, and discrete architecture that supports incremental growth. Bus transit systems exhibit lower infrastructure costs compared to rail or subway networks, making … Read more
Intro Russian full-scale invasion of Ukraine, which started on 24.02.2022, is the biggest war in Europe since WWII. It took the lives of dozens of thousands of Ukrainians a brought massive destruction [1] and ecological catastrophes. Some cities are completely erased. A massive piece of land is still occupied. This war and its consequences are … Read more
A Multidimensional Study of the Superilla My research starts from observing human behaviour. Often when we face a change in our lives, especially when it wasn’t planned, we feel resistance and it takes time before we accept and embrace it. As you probably know Barcelona in the last few years lived some changes in its … Read more
El sistema alimentario como pilar estratégico para el desarrollo urbano de la zona 3, Quetzaltenango. Quetzaltenango, Guatemala. C.A El enfoque anteriormente abordado se centraba en la ecología y el cambio climático, exponiendo la situación actual de la ciudad de Quetzaltenango. Se identificaban los procesos alimentarios a través de la industria y cómo estas dinámicas contribuyen … Read more
The Environmental Asset Resilience (EAR) Tool is a response to the pressing global challenge of environmental instability, particularly in urban areas. These areas face substantial costs associated with environmental problems and climate change. However, decision-making in addressing these issues is complicated by conflicting priorities, limited resources, and a lack of expertise. The EAR Project aims … Read more
ShapeDiver is an online platform that simplifies hosting and sharing Grasshopper files online. This project is aimed at creating a chair in shape diver platform where the users can customize the design and size by using the provided parameters like The Size of the Seat, The Material Thickness, the Chair’s Width etc., however, they like. are.
Urban Dynamic Lighting is a research conducted on dynamic lighting for cities, exploring its transformative power and the possibilities it holds for cities worldwide. The study presents a comprehensive framework for implementing dynamic lighting systems on an urban scale. The power of dynamism Dynamicity represents a paradigm shift in our perception of cities. It recognizes … Read more
A Data-driven Approach of redefining the Accessibility of the Dispersed Urbanity of the Aegean Archipelago Accessibility is a multifaceted concept that expresses the case of access between two points in space. In the context of islands, accessibility is of utmost importance due to their inherent characteristics of isolation and small size. The Aegean Archipelago in … Read more
Insightful Predictions for Your City’s Future. The purpose of Foresight is to leverage the capabilities of machine learning to anticipate the potential effects of novel urban infrastructure on the city’s fabric and the value of city blocks. Foresight aims to serve as a preliminary design tool, with the ability to swiftly process vast amounts of … Read more
Navigating Urban Realities through Women’s Perception of Safety Cities all over the world are being quantified and rated in terms of their livability and life quality for better understanding of citizen satisfaction. Safety, including both the tangible aspects and the subjective perception of safety, is a critical component in assessing urban life quality. According to … Read more
An Urban AI graft project based in Barcelona. In 2022 across both England and Wales the proportion of people that have some form of disability was a staggering 17.8% or nearly 10.4 million people. Our project is focused on urban mobility and aims to create accessibility for current routing applications have limited use for people … Read more
