I don't understand. The 10year view on the site you linked shows a spike in unemployment in 2020 after Brexit took effect, and current rates are still higher than pre-Brexit rates. Is there an explanation for why the 2016 vote would be directly responsible for the temporary dip?
But I'm not convinced you can prove or disprove anything from one graph without context and analysis.