IAAC’s Master in City & Technology (1 or 2-year program) is a unique program oriented towards redefining the analysis, planning, and design of twenty-first-century cities and beyond. The program offers expertise in the design of digitally enhanced, ecological and human-centered urban environments by intersecting the disciplines of urbanism and data science. Taking place in Barcelona, the capital of urbanism, the Master in City & Technology is training the professionals that city administrations, governments, industries, and communities need, to transform the urban environment in the era of big data.
The exploratory analysis performed by Josefina Ovalle, Maja Mawusi and Michał Modelski We present you an exploratory analysis on the New York City’s Citi Bike network in New Jersey. We chose the latest dataset, from October 2024, that gives us data on bike stations, bike types, bike users, and bike usage over time. The choice … Read more
ABSTRACT Derived from the 2020 pandemic sanitary measures for Covid-19, Google created the Community Mobility Reports, which provide valuable insights of how people’s mobility changed as a result of the established health policies. The objective of this analysis was to understand how United States residents’ mobility behavior changed over time due to the COVID-19 pandemic. … Read more
The Backbone of Modernity – Since its invention in 1842, Portland cement has become a cornerstone of modern construction. Its role in shaping cities, infrastructure, and economies is unparalleled, but this comes at a cost. Cement production is energy-intensive, emits significant carbon dioxide, and has become a key driver of global greenhouse gas emissions Cement … Read more
As an introduction to Python, this course explored the foundations of data analysis and visualization using a variety of powerful libraries, including pandas, geopandas, contextily, matplotlib, numpy, seaborn, and plotly. The project below demonstrates the practical application of these tools. Inspired by the recent U.S. election, we focused on analyzing voter behavior and the factors … Read more
‘The project envisions the use of novel data collection strategies for the purpose of increasing access to formal credit for MSMEs in the F&B Space. Across the globe, cities face a pivotal challenge: unlocking the potential of their micro, small, and medium enterprises (MSMEs) to drive both urban transformation and national economic growth. These enterprises, … Read more
Fields at Play identifies the value of gender inequality in Olympic infrastructure and proposes to leverage the derived $12.6B Olympic gender gap in sports facilities to fund the revitalization and ongoing program of reliable, safe, and comfortable spaces for women at risk of gender-based violence. Understanding the purpose and outcomes of Olympic infrastructure strategies in … Read more
The Case of Tourism in Barcelona The “Guidebook on Urban Degrowth” explores applying degrowth principles in urban planning to promote social well-being and ecological equity in cities. This thesis develops guidelines to shift from high-consumption economic models to those that emphasize environmental balance and social equity. Focusing on Barcelona, it addresses the challenges of over-tourism, … Read more
Frist Research Mebolsim What is Metabolism? Building of Metabolsim Masterplan of Metabolism Comaprison, Masterplan Tokyo by Kenzo Tange vs Comptemporary Tokyo Comaprison1 Theory Comaprison2 City Plan Comparison3 Area plan Comparison4Building Comaprison Conclusion
Skyscrapers are human achievements that require innovation in the extraction of land to tower over its neighbors. The third skyscraper future reflects the past imaginary of Fritz Lang’s, Metropolis. This visualization aims to highlight the economic disparities and labor oppression depicted in the film, contrasting them with the modern logics of rentism as embodied by … Read more
“Can we understand urban environments and street characteristics from Google Street View panorama images using Machine Learning and Stable Diffusion techniques?” Project OverviewThis computational design project aims to develop a pipeline utilizing Grasshopper and Python to visualize clusters of panoramic streetscape images. The project leverages t-Distributed Stochastic Neighbor Embedding (t-SNE) for dimensionality reduction, facilitating the … Read more
Grasshopper is an incredibly versatile tool that in recent years has expanded into fields far beyond the origins in three-dimensional parametric design. One of these fields is that of GIS analysis, which has traditionally been approached through software such as QGIS. The advantages of Grasshopper and Rhinoceros3D over QGIS include the versatility and customisability of … Read more
Introduction This presentation outlines the development and evaluation of machine learning models aimed at predicting the availability of bikes at various bicing stations in Barcelona. We’ll discuss the variables involved, the modeling techniques used, and compare the performance of different models. Python is a friendly environment for preparing, training and forecasting machine learning algorithms within … Read more
Introduction Urban transportation planning relies on data science to explain the conditions driving mobility patterns. This exploration of bicing, Barcelona’s resident bike rental program, analyzes the actors impacting discrepancies in bicing data to select machine-learning strategies able to predict biking station vacancies across Barcelona for the year 2024 with an accuracy of 0.02387. With this … Read more
Bicing was launched in 2007 as a viable eco-friendly alternative or complement to traditional private and public transportation. The mobility network has also allowed for increased physical activity and better connectivity between neighbourhoods of Barcelona. It is aimed at anyone with a NIE, over the age of 16. The Bicing 2.0 models were released in 2019 to … Read more
The workshop challenged us to engage with the topic of planetary urbanization through the United Nations Sustainable Development Goals 2030 agenda. We chose to work on the city of Neuquen as it represents an example of a city that is undergoing a fast transition in the context of climate change. Neuquen province has a rich … Read more
The world is in constant flux, domestic and international flights play a role in the fast paced travel that has become a normality. This project was conducted with python script in Jupyter notebook, to map out the airports and routes on our planet. PYTHON SCRIPT: import pandas as pd ports = pd.read_csv(“pathtoports.csv”)print(ports)from shapely.geometryimport Pointimport geopandas … Read more
1. Abstract While studying about phenomenology and livability, it’s expression and its governing aspects, it is essential to recognise the true meaning of it. Phenomenology is reffered to the lived experience of objects, space and other surroundings. It is also important to understand the how, when and where of the experiences and what experiences are … Read more
1. Abstract India is a country known for its diversity. In the diverse fabric of inhabitants, India’s governing policies and laws are meant to safeguard the rights and responsibilities of minor groups residing in India, amidst the general laws for all of her inhabitants. Minor groups like tribes of India, registered in the schedule of … Read more
THE GAZA STRIP CONFLICT Since October 7th, we have been witnesses to the atrocities of the humanitarian crisis and genocide in Gaza. Over 32,000 Palestinian people have been killed, and another 74,000 reportedly injured to date. About 70 per cent of those killed are reported to be women and children. The population of Gaza consists of … Read more
Introduction The objective of this Data Science project is to investigate the possible evolution that the value of a chess piece may experience when they’re allowed to move on a board of higher dimensions. The project will analyse the movement of the chess pieces beyond the 2d plane and onto the 3d cube, 4d hypercube … Read more
The killing of Nahel Merzouk was not an accident. The 17-year-old French Algerian boy was killed where the potential for conflict is high, in Nanterre. A young Muslim in a yellow Mercedes along the western Champs-Élysées unfortunately made Nahel a prime candidate for police violence resulting in death. His death brought about a week of … Read more
COP is a climate conference that aims to cut emissions but paradoxically boost carbon footprints due to increased transport and attendance. This situation offers host cities a chance to engage in greenwashing, presenting a façade of environmental responsibility. This underscores the intricate challenges involved in realizing true sustainability during major events, highlighting the need for … Read more
