From d362df0700036bccbf001f0d69da8c802f994645 Mon Sep 17 00:00:00 2001 From: ilkilic Date: Mon, 29 Apr 2024 18:18:07 +0200 Subject: [PATCH] update plot text --- examples/neo/load_nwb.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/neo/load_nwb.ipynb b/examples/neo/load_nwb.ipynb index 75396758..ae998456 100644 --- a/examples/neo/load_nwb.ipynb +++ b/examples/neo/load_nwb.ipynb @@ -166,7 +166,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -198,7 +198,7 @@ "for spike_time in peak_times[burst_begin_indices:burst_end_indices+1]:\n", " plt.axvline(x=spike_time, color='red', linestyle='--', label='Spike' if 'Spike' not in plt.gca().get_legend_handles_labels()[1] else \"\")\n", "\n", - "plt.text((burst_start + burst_end) / 2, max(voltage_spike), f'Mean Freq: {mean_frequency:.2f} Hz', horizontalalignment='center', color='black')\n", + "plt.text((burst_start + burst_end) / 2, max(voltage_spike), f'Burst Mean Freq: {mean_frequency:.2f} Hz', horizontalalignment='center', color='black')\n", "\n", "plt.legend()\n", "plt.xlabel('Time (s)')\n",