Are you a data scientist or someone who likes to analyze data? If you are, then you may have encountered a very common error message when trying to plot graphs – \”Error: Continuous value supplied to discrete scale\”. In this article, we will discuss what this error means, why it occurs and how you can fix it.

What Does the Error Mean?

The error “Error: Continuous value supplied to discrete scale” occurs when you try to plot a graph using two or more variables. It indicates that there is a mismatch between the type of data you are trying to plot, and the type of scale you are using to plot it.

The error occurs when you try to plot a continuous variable on a discrete scale. A continuous variable is one that can take any value within a certain range, such as height, weight, or temperature. A discrete scale, on the other hand, is one that can take only specific values, such as 1, 2, 3, 4, and so on.

Why Does the Error Occur?

The error occurs because the data you are trying to plot is continuous, but the scale you are trying to plot it on is discrete. This means that the data does not fit into the discrete scale. For example, if you are trying to plot a temperature graph, the temperature can take any value between 0 and 100 degrees, but the scale you are trying to plot it on can only take the values 0, 1, 2, 3 and so on.

In order to plot a graph correctly, you must use a scale that is compatible with the type of data you are trying to plot. If you are trying to plot a continuous variable, then you must use a continuous scale. If you are trying to plot a discrete variable, then you must use a discrete scale.

How to Fix the Error

If you encounter the error message “Error: Continuous value supplied to discrete scale”, then the first thing you should do is to check the type of data you are trying to plot. If it is a continuous variable, then you should use a continuous scale to plot the graph. If it is a discrete variable, then you should use a discrete scale.

Using the Correct Scale

Once you have determined the type of data you are trying to plot, you should use the correct scale. For example, if you are trying to plot a temperature graph, then you should use a continuous scale. If you are trying to plot a discrete variable, then you should use a discrete scale.

Checking Data Values

It is also important to check the values of the data you are trying to plot. If the data contains any values that are out of range of the scale you are using, then the error message will occur. For example, if you are using a discrete scale with values 0, 1, 2, 3 and so on, and the data contains a value of 4, then the error message will occur. Therefore, it is important to check the values of the data you are trying to plot, and make sure they are within range of the scale.

Conclusion

The error “Error: Continuous value supplied to discrete scale” occurs when you try to plot a graph using two or more variables, and there is a mismatch between the type of data you are trying to plot and the type of scale you are using to plot it. In order to fix the error, you must use a scale that is compatible with the type of data you are trying to plot. You should also check the values of the data you are trying to plot, and make sure they are within range of the scale.