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how to remove gaps between subplots in matplotlib the code below produces gaps between the subplots how do I remove the gaps between the subplots and make the image a tight grid you can use grids back to control the spacing between axes theres more information here foreign the problem is the use of aspect equals equal which prevents the subplots from stretching to an arbitrary aspect ratio and filling up all the empty space normally this would work the result is this however with aspect equals equal as in the following code this is what we get the difference in this second case is that you force the X and Y axes to have the same number of units pixel since the axes go from zero to one by default I.E before you plot anything using aspect equals equal forces each axis to be a square since the figure is not a square the plot adds an extra spacing between the axis horizontally to get around this problem you can set your figure to have the correct aspect ratio were going to use the object