I have a simple layered chart and I want to sort X axis by Y value. It does work with mark_rule, but not with mark_errorbar: df = pl.DataFrame({ "name": ["A", "B", "C", "D"], "mean": [1.2, 2.5, 0.9, 3.1], "ymin": [1.0, 2.2, 0.85, 2.8], "ymax": [1.4, 2.8, 0.95, 3.4] }) bars = alt.Chart(df).mark_bar().encode( x=alt.X("name:N").sort("-y"), y=alt.Y("mean:Q") ) error_bars = bars.mark_errorbar().encode( y="ymin:Q", y2="ymax:Q" ) rules = bars.mark_rule().encode( y="ymin:Q", y2="ymax:Q" ) # Does't sort bars + error_bars # Does sort bars + rules Why does sorting with mark_rule works, but sorting with mark_errorbar doesn't? Continue reading...