09-07, 17:30–18:05 (Europe/Lisbon), Auditorium
"Unveiling Perspectives: The Art of Data Insight Communication in the Data-Driven Projects" is an engaging presentation that emphasizes the criticality of effectively communicating findings and insights in the field of Data Science. Often overlooked, the final stage of a data-driven project involves presenting results to stakeholders. This talk sheds light on the importance of this stage and explores the art of presenting findings, storytelling, and employing interactive methods to convey complex information in an intuitive manner. By leveraging powerful Python tools such as PyShiny, FastAPI, Streamlit, Flask, and ReactPy, participants will gain insights into how to effectively utilize these tools to enhance their data analysis and ensure understandability and memorability. In addition, the session will touch upon color science principles and other intriguing elements. The speaker will showcase a real-life data-driven project and demonstrate their innovative solution for result communication, providing practical examples and valuable takeaways.
In the world of Data Science, the ability to effectively communicate findings and insights is paramount. However, this crucial aspect is often overlooked, with researchers dedicating their efforts solely to the analytical stages of a data-driven project. My talk seeks to rectify this oversight by highlighting the significance of the final stage—presenting results to stakeholders—and exploring innovative techniques to make this process engaging and impactful.
During this enlightening talk, participants will embark on a journey through the power of Python and its versatile tools such as PyShiny, FastAPI, Streamlit, Flask, and ReactPy. I will delve into practical use cases and share insights on when and how to leverage these tools effectively to enhance data analysis and visualization. Attendees will discover how to transform their findings into intuitive narratives, captivating stakeholders by immersing them in interactive experiences that facilitate a deeper understanding of complex data.
Moreover, this session will go beyond technical aspects and touch upon the importance of color science in data visualization. Participants will gain an appreciation for the role of color in conveying meaning, mood, and emphasis, ultimately improving the overall impact of their presentations.
The highlight of the presentation will be the speaker's real-life data-driven project, where they will showcase their own solution for result communication. Through a live demonstration, attendees will witness firsthand how the power of effective storytelling and interactive visualization can transform a dry set of numbers into a compelling narrative.
"Revealing Perspectives: The Art of Data Insight Communication in the Data-Driven Projects" promises to be an engaging and informative session, providing attendees with valuable insights, practical examples, and actionable techniques to elevate their data analysis and ensure their findings are communicated with clarity and impact.
Anastasiia Kostiv is a highly skilled and experienced Data Scientist with a diverse background spanning multiple industries. With over 5 years of hands-on experience working with complex datasets, she has made significant contributions in healthcare, finance, and game analytics domains. Anastasiia's proficiency in a wide range of tools and technologies, including Python, R, advanced SQL queries, ML, Shiny, Plumber, Node.js, Reactjs, React Native, and API development, has enabled her to effectively analyze and interpret data using the latest statistical and machine learning techniques.
One notable accomplishment in Anastasiia's career was her involvement in designing and implementing a robust data management system for the Barcelona office of the World Health Organization. Her expertise proved instrumental in developing dashboards for the International Finance Corporation, a sister organization of the World Bank. Recently, Anastasiia made significant contributions to the "Bohemia" project, a groundbreaking clinical trial aimed at evaluating the efficacy of Ivermectin in reducing malaria-related mortality among children under five in Sub-Saharan Africa. Recognizing a data retrieval issue faced by the project, she took the initiative to develop a dockerized cloud endpoint/API using R and Plumber, effectively addressing the problem.
Beyond her professional endeavors, Anastasiia demonstrates a strong passion for learning and innovation. During her spare time, she actively engages in personal projects, such as writing her own R packages and widgets. She also enjoys creating intricate Slack bots using R and Python. To further enhance her skills and knowledge, Anastasiia continuously seeks growth opportunities through various online courses.
With her exceptional expertise, dedication, and track record of successful projects, Anastasiia Kostiv stands as a valuable asset in the field of data science, contributing to cutting-edge solutions and advancements across diverse industries.