diff --git a/mesa/experimental/jupyter_viz.py b/mesa/experimental/jupyter_viz.py
index 63165eb6ca4..f4ac1271054 100644
--- a/mesa/experimental/jupyter_viz.py
+++ b/mesa/experimental/jupyter_viz.py
@@ -406,8 +406,17 @@ def make_plot(model, measure):
     fig = Figure()
     ax = fig.subplots()
     df = model.datacollector.get_model_vars_dataframe()
-    ax.plot(df.loc[:, measure])
-    ax.set_ylabel(measure)
+    if isinstance(measure, str):
+        ax.plot(df.loc[:, measure])
+        ax.set_ylabel(measure)
+    elif isinstance(measure, dict):
+        for m, color in measure.items():
+            ax.plot(df.loc[:, m], label=m, color=color)
+        fig.legend()
+    elif isinstance(measure, (list, tuple)):
+        for m in measure:
+            ax.plot(df.loc[:, m], label=m)
+        fig.legend()
     # Set integer x axis
     ax.xaxis.set_major_locator(MaxNLocator(integer=True))
     solara.FigureMatplotlib(fig)