from matplotlib.animation import FuncAnimation

fig, ax = plt.subplots(figsize=(5,4))

def update(frame):
    ax.clear()
    slices = gdf[gdf['minute'] == frame]
    if not slices.empty:
        slices.plot(ax=ax, color='blue', marker='o', markersize=30, alpha=0.6)
    ax.set_title(f"Time: {frame}", fontsize=14)
    ax.set_xlim(gdf.total_bounds[[0,2]])
    ax.set_ylim(gdf.total_bounds[[1,3]])
    ax.set_axis_off()
    

anim = FuncAnimation(fig, update, frames=minute_slices, repeat=False)

from IPython.display import HTML

html_output = anim.to_html5_video()

plt.close()

HTML(html_output)