Final project for Data Analysis Tools class. This project focuses on transforming, analyzing, and visualizing pollution levels of different compounds in Barcelona during 2023, using Open Data Barcelona datasets.
- Collected and cleaned pollution data for multiple compounds (NO2, PM10, O3, etc.).
- Performed exploratory data analysis (EDA) to identify trends and anomalies.
- Created engaging visualizations using ggplot to effectively communicate patterns.
- Applied data transformation and aggregation techniques to prepare datasets for analysis.
- Compiled the results and insights into a PDF report using R Markdown for clear presentation.
- R (ggplot2, dplyr, tidyr, R Markdown)
- Open Data Barcelona as the data source