This dataset was used in WP5: Use Cases Experimentation and Assessment Cycles within UC1: Risk Assessment, Prediction, and Forecasting during Events, as part of the EMERALDS project. It includes hourly and daily weather observations for the Scheveningen area, obtained from the KNMI Open Data Platform. The data covers parameters such as temperature, precipitation rate, wind direction, windspeed, cloud cover, and chances of precipitation. The dataset supports EMERALDS UC1 by providing weather conditions that impact visitor behavior, event attendance, and crowd levels in Scheveningen.