The real-world misleading visualization QA dataset accompanies the paper "'Protecting multimodal large language models againts misleading visualizations". The dataset contains 42 multiple-choice QA pairs, and the URLs to the 42 corresponding chart images used to answer the questions. The dataset is made available under a CC-BY-SA-4.0 license. Please cite our paper if you find this dataset useful to your work.