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rect = [0.7, 0.11, 0.25, 0.25] | |
with Figure(os.path.join(img_dir, "fdr_cutoffs.svg"), figsize=(10,10)) as fig: | |
ax = fig.add_subplot(1,1,1) | |
subax = fig.add_axes(rect) | |
for experiment in sorted(set(combined_dfs.index.get_level_values(0)), key=order): | |
ax.plot(x_axis, | |
y_axes[experiment], | |
label=experiment, | |
linewidth=3, alpha=.5, | |
color=color_dict[experiment]) | |
subax.plot(x_axis[x_axis < .1], | |
y_axes[experiment][x_axis < .1], | |
label=experiment, | |
linewidth=3, alpha=.5, | |
color=color_dict[experiment]) | |
ax.set_xlabel("FDR") | |
ax.set_ylabel("Number of Significant Genes") | |
ax.set_title("FLAG Tag based FDR Threshold for RIP-seq Data") | |
ax.legend(fontsize=18, loc=2) | |
ax.plot([.05, .05], [0,max([max(y_axis) for y_axis in y_axes.values()])], linewidth=1, alpha=.5, linestyle=":") | |
subax.plot([.05, .05], [0,4500], linewidth=1, alpha=.5, linestyle=":") | |
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