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useR! 2024
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8 - 11 July, 2024
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Tuesday, July 9 • 14:10 - 14:30
Centralized Database Management: Enhancing User Interaction and Accessibility with R / Shiny and AWS - Ilaria Capelli & Mina Sohrabi, Raiffeisen Bank International - Raiffeisen Research

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As developers at a leading economic and financial markets research institution, centralizing our data is crucial for both internal (backtesting, sharing forecasts, model validations) and external (client access) use cases. Our contribution consists of two parts: first, the introduction of our R package, developed using the “Open API generator,” enabling seamless querying of our database via a RESTful API. Additionally, we show the integration of a robust authorization and authentication layer within AWS cloud infrastructure. Second, we have designed a user-friendly R/Shiny-based frontend to facilitate easy access for non-technical users. This interface displays forecasts and historic data for various variables and countries, allowing for data updates and downloads. To mimic familiar Excel operations such as row-wise pasting and data removal, we have successfully utilized the open-source R-wrapper rhandsontable of the JavaScript library handsontable. Both contributions enable our analysts and clients to smoothly interact with our database by providing a convenient, secure, and user-friendly environment, enhancing the accessibility of our macroeconomic data for all stakeholders.

Speakers
avatar for Ilaria Capelli

Ilaria Capelli

M. Sc., Raiffeisen Bank International - Raiffeisen Research
Ilaria Capelli holds a master’s degree in Stochastics and Data Science. With experience as a Quant Analyst in the financial industry, her proficiency includes developing interactive dashboards, stress test modeling, and risk assessment using tools such as R, Python, SQL, and visualization... Read More →
avatar for Mina Sohrabi

Mina Sohrabi

M.Sc, Raiffeisen Bank International - Raiffeisen Research
Mina Sohrabi has a master's degree in technical mathematics and is currently pursuing her PhD degree in mathematical modelling/operation's research. As a Quant Analyst in the banking industry, her expertise mainly lies in the field of developing interactive web-dashboards by means... Read More →


Tuesday July 9, 2024 14:10 - 14:30 CEST
Pongau + Flachgau
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