This digital lab book presents a series of applied data science and geospatial analyses, integrating 360° virtual environments, photogrammetry, environmental sensor data, and API-based text mining. The project explores how spatial and textual data can be combined to generate meaningful insights, with a final focus on analysing user-generated photographic metadata from Sutton Park. Using clustering and sentiment analysis techniques, the study highlights patterns in how different areas are experienced and described, while also reflecting on the technical and ethical challenges of working with real-world digital data.