Protected: Unraveling Data Stories through Graphics in Python
There is no excerpt because this is a protected post.
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.
Embarking on Data Analysis (Python)
Embarking on the Python journey, I began by grasping the fundamental programming logics. This provided the basis for understanding program structure and execution, akin to learning the grammar of the language. Variables were introduced as the basic units for storing and manipulating data, laying the groundwork for more complex coding tasks. The concept of variables … Read more
From Guest to Spatial Data Analyst
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
Python in the City: Bridging Data and Urban Dynamics
Introduction As I stepped into the world of urban technology at IAAC, I was introduced to the new language of Python. Coming from a background with no prior experience in programming, this journey was not just about learning a new skill but also about a mindset shift. Python is a gateway into the complex world … Read more
Data Visualisation using Python
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
Note Palette
Music is visualized everyday – but is there any accuracy to its representation? Can sound be accurately represented? If so, what does it look like? How is accuracy measured? While not fully satisfied with the answers found to these questions, Python’s mido package shed light on the how sound and color may be linked through … Read more
Data Visualization Using GeoPandas in Python
1.Geospatial Mapping using GeoPandas in Python In Python, GeoPandas plays a crucial role in facilitating geospatial analysis through its powerful functions. I will illustrate the concise process of leveraging GeoPandas to create maps of Barcelona. This involves a systematic application of GeoPandas’ functions for effective geospatial data synthesis and mapping. Step 1: Loading GeoDataFrame from … Read more
Sprouting Habitats
Introduction The project “Sprouting Habitats” investigates the impact of ecological conservation sites, particularly in the context of waterbirds. As most living organisms on earth, birds heavily rely on water and its associated habitats, such as wetlands, to support crucial phases of their life cycle, including migration, breeding, and wintering. Unfortunately, human activities like intensive agriculture, … Read more
Slo-Mo-Go: Tourism in Slow Motion
A digital tool proposed to re-boost the economy of Ciutat Vella, Barcelona Overview Ciutat Vella being the oldest district of the city of Barcelona was founded in the 1500 BC. The Ciutat Vella district was a very important economic hub for Barcelona. But in the recent times, the district faces problems that are characterised by … Read more
The Besòs: A strategic productive corridor
Details INTRODUCTION Bon Pastor, situated in the Sant Andreu district along the Besòs River in northeast Barcelona, boasts a profound cultural heritage and a history marked by resilience and resistance. The neighborhood is one of the few pockets of the city where you can still see an example of popular architecture from the early 20th ... Read more
La Zona Franca, Barcelona. A new centrality?
The Zona Franca in Barcelona is an area that receives thousands of workers everyday and, having The Port, is one of the main points of contact of the city with the rest of the world. Through a quick analysis based on an understanding of the site, questions and issues within Barcelona’s ‘Free-Trade’ zone are tackled … Read more
Exploring the Impact of Technological Innovations on Spatial Inequality in Montjuïc
The city of Barcelona has a history of change through impulses. No part of the city is more representative of this trend than Montjuïc. Throughout the 20th century, the area has undergone a number of spatial and social transformations which have typically occurred in short spaces of time. In this short study, we argue that … Read more
Valor del Districte Platform
Catalyzing Innovation in 22@Nord Barcelona’s 22@Nord district, often referred to as the former “Catalan Manchester,” is poised to become the epicenter of digital knowledge and innovation. This transformation aligns with Barcelona’s commitment to technology, engagement, and education, setting the stage for the implementation of the Valor del Districte Platform to support resident and public investment … Read more
SWIFT
“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
Exploring the Hydrography of the Besos River
Understanding Surface Water Dynamics : Analysing Besos River Runoff, Accumulation, and Water Levels. The Besos River, flowing through Catalonia, Spain, is a significant water body supporting both ecosystems and human activities. Its hydrology plays a pivotal role in the regional environment and socioeconomic landscape. The dynamics of surface water runoff, accumulation, and water levels in … Read more
Green Trails: Paving the Way for Comfortable Cycling
In the bustling streets of Barcelona, a city that effortlessly weaves together history, culture, and modernity, uncovering a comfortable path becomes a journey in itself. Navigating Barcelona isn’t just about finding the quickest route; it’s about immersing oneself in the rhythm of the city and embracing its unique character. Conclusion Barcelona’s enchanting cycling paths, seamlessly … Read more
Connectivity for efficient and sustainable transportation in Barcelona
Barcelona is home for more than 1.6 million inhabitants and is one of the most densely populated cities in Europe. It also owns the title of being the city of Europe with more cars per inhabitant. Given that around 30% of the people use private vehicle to move around the city, the air pollution is … Read more
Sunlit Streets, Shaded Paths
Computational Tools for Thermally Comfortable Walks in Barcelona On one of the sunniest days in the city of Barcelona, you want to go for a walk and get some fresh air but the heat from the sun makes you uncomfortable. Can you go for the walk without the sun making you completely sick? The objective … Read more
FloodZone Analytics
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
EndSARS in Brief: A Snapshot of the Movement
This project aimed to visually narrate the EndSars protest movement that unfolded in Nigeria from October 8th to 20th, 2020. This movement emerged as a powerful response to the acts of violence perpetrated by the Special Anti-Robbery Squad, a specialized unit of the Nigerian Police Force established in 1992 to combat crime (Amnesty International, 2020). … Read more
Travelling Paris
Paris, often hailed as the world’s most popular tourist destination, beckons millions of visitors each year with its unparalleled blend of history, culture, gastronomy, and romance. At its heart stands the iconic Eiffel Tower, symbolizing the city’s architectural finesse and innovative spirit. The Louvre Museum, home to countless masterpieces, invites art aficionados to meander through … Read more
Mapping Airbnb data in San Francisco
Since its launch in 2007, Airbnb has revolutionized the hosting industry: By providing a simple and intuitive online platform, it connects millions of hosts and visitors worldwide. Born in The Bay, the app has changed the dynamics of the whole area, impacting sectors that extend from tourism to the housing market. Through the analysis of … Read more
Understanding the City through Data, Maps & Code
Finding the ratio of natural Green spaces to the Educational institutions in Barcelona city, Spain. TOOLS USED INTRODUCTION Barcelona, like many modern cities, has been actively working on providing open datasets to the public. Open datasets are valuable resources that foster transparency, innovation, and engagement within communities. Barcelona’s open datasets cover a wide range of topics, including urban … Read more
Worldwide cityscapes spatial analysis using OpenStreetMap Data
Introduction OpenStreetMap (OSM) stands as a testament to the power of collaborative mapping, where a community of volunteers comes together to create a detailed and constantly updated geographic database. This free and open resource is not just a map; it’s a versatile tool used for everything from navigation and humanitarian aid to data visualization. OpenStreetMap … Read more
