Tag: Python

Articles and insights tagged with Python.

Decoding the Dutch Diet: A Data-Driven Approach to Identifying National Meal Patterns

A deep dive into how I used Association Rule Mining and NLP-powered clustering on national survey data to identify popular Dutch dishes, analyze dietary trends over 15 years, and assess their nutritional quality.

Python NLP Public Health 4 min read

Forecasting Global Food Production Emissions: A Time Series Case Study

Analyzed multi-source data on global food production, population, and emissions using time series techniques. Developed and compared forecasting models (ARIMA, VAR) to predict future trends.

Python Pandas Time Series 5 min read

Predicting Chronic Kidney Disease: A Data-Driven Approach Using Machine Learning

Leveraging machine learning on clinical data to build a robust model for early Chronic Kidney Disease (CKD) detection, improving patient outcomes and potentially reducing healthcare costs.

Python Healthcare CKD Prediction 6 min read

PCOS Prediction Using Machine Learning: A Comprehensive Analysis

Building and evaluating machine learning models to predict Polycystic Ovary Syndrome (PCOS) using clinical and biochemical features, achieving high accuracy for early diagnosis.

Python PCOS Healthcare 5 min read

From Tables to Triples: Constructing a Knowledge Graph for Chronic Kidney Disease Data

Leveraging Python, RDFLib, and standard medical ontologies (SNOMED-CT, LOINC) to transform tabular Chronic Kidney Disease data into a structured Knowledge Graph, highlighting data integration and problem-solving.

Python Knowledge Graph Healthcare 4 min read