Choosing the appropriate visual aid depends on the type of data and the message you want to convey: 1. Trend Data: Use line charts. 2. Comparative Data: Use bar graphs. 3. Proportional Data: Use pie charts. 4. Geographical Data: Use maps or heat maps.