You need to include the pict. You know what, it takes some time to understand the report writing with no pict attached :D
is illustrated byIN the bar chart.
This is not "BY", but "IN". but nevertheless, the preposition BY can be used with people/person as the doer.
big problems
Lots of words collocate with problems, instead of "BIG", which over-use of general expressions lacking precision.