NMS | Raport 5

Analiza bazy informacji kredytowej

This project analyzes the RHMCD-20 dataset, focusing on mental health and factors like work stress, coping mechanisms, and social interactions. Using unsupervised learning techniques clustering, association rule mining, and dimensionality reduction it uncovers patterns, relationships, and insights within the data. The findings simplify complex mental health dynamics and offer actionable insights for targeted interventions. The analysis fosters awareness and provides a foundation for future research. Overall, it highlights the power of data-driven approaches in understanding and addressing mental health challenges.

Raport 5 | NMS

Introduction of myself

This study examines the impact of household income, voting probability, and ideological self-placement on voting behavior, alongside factors such as age, gender, ideology, and telephone type influencing survey duration using statistical modeling techniqu