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estimate=\"coef\",\n", + " ll=\"ll\",\n", + " hl=\"hl\",\n", + " varlabel=\"label\",\n", + " capitalize=\"capitalize\",\n", + " model_col=\"model\",\n", + " color_alt_rows=True,\n", + " groupvar=\"group\",\n", + " table=True,\n", + " rightannote=[\"var\", \"group\"],\n", + " right_annoteheaders=[\"Source\", \"Group\"],\n", + " xlabel=\"Coefficient (95% CI)\",\n", + " modellabels=[\"Have young kids\", \"Full sample\"],\n", + " xticks=[-1200, -600, 0, 600],\n", + " mcolor=[\"#CC6677\", \"#4477AA\"],\n", + " # Additional kwargs for customizations\n", + " **{\n", + " \"markersize\": 30,\n", + " # override default vertical offset between models (0.0 to 1.0)\n", + " \"offset\": 0.35, \n", + " \"xlinestyle\": (0, (10, 5)), # long dash for x-reference line\n", + " \"xlinecolor\": \".8\", # gray color for x-reference line\n", + " },\n", + ")\n", + "save_mpl_fig(\"multimodel\")" ] }, { "cell_type": "code", - "execution_count": 13, - "id": "e6cc8f4f", + "execution_count": 4, + "id": "60fcff20", "metadata": { "ExecuteTime": { - "end_time": "2024-01-14T05:56:27.184472Z", - "start_time": "2024-01-14T05:56:26.762954Z" + "end_time": "2024-01-15T04:58:41.027368Z", + "start_time": "2024-01-15T04:58:40.015195Z" } }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] diff --git a/forestplot/mplot_graph_utils.py b/forestplot/mplot_graph_utils.py index 53b09e6..76b9e0a 100644 --- a/forestplot/mplot_graph_utils.py +++ b/forestplot/mplot_graph_utils.py @@ -48,6 +48,7 @@ def mdraw_ref_xline( linestyle=xlinestyle, color=xlinecolor, linewidth=xlinewidth, + zorder=0, ) return ax