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Insightful Owl | Data Science & Analytics
Welcome to Insightful Owl, a website where you will find various projects, articles and reports regarding Data Science and Analytics.
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economics

Data Science

Analyzing the Endogenous and Exogenous Causes of Firm Creation/Destruction UsingMachine Learning

This project is my final grade thesis for the Autonomous University of Barcelona, following the Bachelor’s degree in Economics.   Read the Full Article in PDF!   Firm level analysis (firm bankruptcy):   Country level analysis (firm creation/destruction):  

By Valentino Agazzi Mandozzi, 1 month17/05/2025 ago
Business Analytics

Mortgage Trading Analysis

This project focuses on analyzing mortgage trading data using Power BI, applying various data analytics techniques to uncover insights into market trends, trading behaviors, and financial performance. Throughout the project, I have leveraged a combination of skills, including data modeling, data transformation with Power Query, and advanced DAX calculations, to Read more…

By Valentino Agazzi Mandozzi, 10 months13/09/2024 ago
Business Analytics

Analyzing Healthcare Data

In this project, I analyzed real hospital discharge data from New York State, categorized by county and hospital. The goal was to understand the factors contributing to extended hospital stays, which in turn increase healthcare costs. After cleaning and preparing the dataset, I developed interactive Power BI dashboards to visualize Read more…

By Valentino Agazzi Mandozzi, 10 months10/09/2024 ago
Data Analysis

How Public Expenditure Affects Unemployment

In this article, I developed a linear regression model to help us understand how different public expenditure programs implemented by the government affect labor market dynamics, particularly the unemployment rate. The model was built using Python, primarily with the statsmodels library, along with other supporting libraries such as pandas and Read more…

By Valentino Agazzi Mandozzi, 11 months10/08/2024 ago
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