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return axes objects for plot customization #11

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return axes objects for plot customization #11

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9 changes: 8 additions & 1 deletion heatmap/heatmap.py
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Original file line number Diff line number Diff line change
Expand Up @@ -95,6 +95,8 @@ def value_to_size(val):

ax.set_xlabel(kwargs.get('xlabel', ''))
ax.set_ylabel(kwargs.get('ylabel', ''))

main_ax = ax

# Add color legend on the right side of the plot
if color_min < color_max:
Expand All @@ -118,12 +120,17 @@ def value_to_size(val):
ax.set_xticks([]) # Remove horizontal ticks
ax.set_yticks(np.linspace(min(bar_y), max(bar_y), 3)) # Show vertical ticks for min, middle and max
ax.yaxis.tick_right() # Show vertical ticks on the right

colorbar_ax = ax
return main_ax, colorbar_ax

return main_ax


def corrplot(data, size_scale=500, marker='s'):
corr = pd.melt(data.reset_index(), id_vars='index').replace(np.nan, 0)
corr.columns = ['x', 'y', 'value']
heatmap(
return heatmap(
corr['x'], corr['y'],
color=corr['value'], color_range=[-1, 1],
palette=sns.diverging_palette(20, 220, n=256),
Expand Down