What is a chart that visualizes the relationship between two variables?

Provide an example of a prediction or modelling, based on relationship between two variables employed in the media presented in a misleading way. This will be a chart or table1)What's the apparent message2)What would the clear, accurate message be?

An example of a prediction or model that is presented in a misleading way in the media is a chart or table that shows a strong correlation between two variables, but fails to mention other factors that may be influencing the relationship. The apparent message of this chart or table might be that there is a direct and causal relationship between the two variables, and that changes in one variable will always result in corresponding changes in the other. For example, a chart might show that there is a strong correlation between the amount of time that people spend on social media and their levels of anxiety and depression. The apparent message of this chart might be that social media use directly causes anxiety and depression. However, the clear and accurate message of this chart would be that there is a complex relationship between the two variables, and that other factors may also be influencing the relationship. For example, it is possible that people who are already anxious or depressed are more likely to spend more time on social media, rather than the other way around. The accurate message would be that more research is needed to understand the relationship between social media use and mental health, and that the apparent correlation in the chart does not necessarily indicate a causal relationship.