Create chart that ignores zero values

I want a chart that graphs the miles I've run by week.  The data range is simple.

For the graph, I'd just like to show weeks 3 thru 5.  When data is entered for weeks 6, 7, and so on, then the values for those weeks would automatically appear in the chart.

I can use the filter to filter out zeros in the data, but then that hides rows (which hides other charts and data that I want shown).

Is there another way that I can have my full data range showing (weeks 1 thru 52), but have my chart ignore zero mile values?

Thanks in advance,
Andrew