The Tap Typing with Touch Sensing Images (TSI) dataset contains data of user taps on a mobile touchscreen keyboard, including elliptical features and capacitive sensing images of the taps. The dataset aligns each tap with a key the user intended to type during data collection so it can be used for keyboard decoder training and/or evaluation.