data science for positive social impact
data4good participates in the EUvsVirus Hackathon!! April – May 2020
Check out our tool to explore the EUvsVirus projects, based on the descriptions submitted to the Hackathon.
The source code for the project is available at: https://github.com/d4gv/EUvsVirus_ProjectClusters
data4good collaborates with wahlbeobachtung.org August – November 2019
Social Media Monitoring NRW 2019
For the Austrian parliamentary elections held on September 29, 2019, data4good teamed up with wahlbeobachtung.org to monitor the public social media profiles of the political candidates, leading influencers, and the major Austrian Press. Public Twitter and Facebook profiles were monitored from September 8 until October 4. During this period, over 26000 politicians’ posts, and 1.1 million generic user comments were collected. Here are the most recent results of the ongoing statistical and topic analysis of the data.
data4good – data science for positive social impact
Rapid advances in Artificial Intelligence and data processing technologies are having a deep impact on society.This has triggered a certain amount of media hype about the opportunities and risks behind this profound transformation. The data4good Hackathon aims to close the gap between buzz and knowledge, paving the path for NGOs, newbies, and practitioners to put AI’s promise to practice, and learn first-hand how to deal with both its advantages and its shortcomings.
The first data4good Hackathon: April 27-28, 2019
In an intense, 2-day hackathon interdisciplinary teams of data scientists, developers and designers worked together with domain experts from NGOs and social enterprises to create new insight about their work, solve complex challenges and identify new social impact opportunities. Whether in the form of statistical analyses and machine learning models, data visualizations or by linking existing data with new data sets – the teams had no boundaries on their creativity!
You can check out the results here: https://data4good.viennadatasciencegroup.at/
The hackathon fits into a broader framework of democratizing Artificial Intelligence [AI]. With the data4good Hackathon we aim to:
- bring data science and the power of AI to new communities and partners
- create a beginner-friendly environment to introduce new data scientists to practical problems
- allow experienced data scientists to broaden their scope and experiment with new domains
- develop new markets for data science and AI-services in sectors that stand to benefit a lot but have higher entry-barriers
The first data4good Hackathon took place on:
When: on the 27th and 28th of April 2019
Where: A1 Telekom Austria Group office building, Lassallestraße 9
Call to Action
Are you looking to use your skills, knowledge or interest in data for good? Join us and help us complete the next projects for good!
We seek all data enthusiasts – aspiring data scientists or experienced data wizards, savvy solvers of business intelligence requests, machine learning pros, predictive analytics angels, data mining experts, computer vision idealists, UX maestros and ambitious developers with an interest in social causes …
Organised by the Vienna Data Science Group
data4good is an initiative of the Vienna Data Science Group [VDSG]. The VDSG is a nonprofit association promoting knowledge about data science. We connect passionate data scientists from various areas of research and industry, in Europe and all around the world. data4good brings NGOs and social enterprises to the same table with data scientists and developers, contributing to the big social challenges of our time – such as the Sustainable Development Goals formulated by the United Nations.
Want to find out more? Check out the page on practical examples.
You can also watch the video of our opening event, the Data Science Salon Volume 2 on Data and Impact on Society
Project Descriptions from the first data4good Hackathon, April 2019
The non-profit portal GruenStattGrau is a knowledge-management platform focused on urban greening. With the consideration for climate change, water management and air pollution the competency center aims to promote the development of green rooftops, facades and urban farming.
The data4good Hackathon project will focus on a textual analysis of the relevant literature (magazines, websites, blogs, …), to understand the geographical distribution of urban greening projects, as well as the development of topics over time.
Hilfswerk International is an Austrian non-profit that has been implementing emergency relief projects and sustainable development projects in different countries around the world since 1978. One long term project is the construction of mother houses and the equipment of health posts in Mozambique to effectively reduce maternal and child mortality.
The recent disaster related to cyclone Idai has hit Mozambique hard, and has also severely impacted the operations of Hilfswerk International. We have therefore decided to adapt the data4good hackathon project on short notice. Our aim now is to utilize the satellite imagery released by the Copernicus Emergency Mapping Service, and identify ways to use and enrich this data in support of on the ground efforts. Due to the nature of the catastrophe, this will be an open-ended challenge without a predefined outcome.
Hilfswerk Österreich is one of Austria’s leading charities. Their mission is to provide support in overcoming health, family, or social challenges. They provide services all over Austria, ranging from care for the elderly, child care, to social living and supermarkets.
Within the framework of their 24-hour care services for persons with physical disabilities, Hilfswerk Österreich provide a matching service between patients and live-in care providers. These matchings require intense care and administrative effort; accordingly, early cancellations caused by unsuitable combinations are undesirable. The data4good Hackathon project will examine historical cases, in order to help improve patient to care-provider matching.
CivesSolutions is a social enterprise that aims to improve democracy and governance by enabling active citizen participation. They provide consulting, research, and educational services for effective Smart City implementations around the globe.
Bottom-up initiatives for innovation in smart cities need a platform that connects citizens with authorities. In conjunction with CivesSolutions, at the data4good Hackathon we will build a prototype that addresses one aspect of the development process of a digital citizen’s complaint system. This prototype can then be used for further developments of the actual platform in a build-measure-learn cycle.
This event was sponsored by