Colouring of bubbles in bubbleplot
Closed this issue · 2 comments
When creating a bubble plot, a colour for the bubbles can be configured. If the variable to use for this colouring has 0 as either its minimum or maximum value, there will be no colour difference between the bubbles. See images below for an example of this problem.
The truth_13tev parameter controlling the colour in these widgets is binary, being either 0 or 1 for each individual data point and the average of this variable changes from bubble to bubble. This behaviour is the result of line 38 to line 43 in src/widgets/views/chartjs2d.js, that control the normalisation of the data for both the bubble colouring and the bubble radius. These lines state
} else if ((max > 0 && min > 0) || (max < 0 && min < 0)) {
// linear map v from [min, max] to [0,1]
norm = function (v) {
return (v - min) / (max - min);
};
}
Changing this to
} else if ((max > 0 && min >= 0) || (max <= 0 && min < 0)) {
// linear map v from [min, max] to [0,1]
norm = function (v) {
return (v - min) / (max - min);
};
}
solves the problem and produces the following (correct) bubble plot in my locally running (and altered) version of spot (data was not identical, hence there are some missing bubbles):
I've tested whether this ruins other functionality of the bubble plots and this seems not to be the case. If okay with you, I would like to make a pull request that fixes this error.