Created
January 18, 2022 07:33
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We are setting the custome cm colors in the matplotlib, most of the time the bars are sorted. But sometimes when the xticks are in the format of Date. Then, the bars are not sorted by their values. So, giving the custome cm will break. Here I am presenting the code which will help to give the custom colors when the bars are ordered by dates.
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# Need to make axes | |
ax = plt.axes() | |
# Bar plot with sorted index (where the bars will be like |li|liii| ← unsorted | |
df.value_counts().plot.bar(ax=ax) | |
# Store individual heights | |
heights = [] | |
for patch in ax.patches: | |
heights.append(patch.get_height()) | |
heights = np.array(heights) | |
# Store colors | |
colors = cm.Blues(np.linspace(.2, 1, 23)) | |
# Assign colors | |
for idx, th in enumerate(heights.argsort()): | |
ax.patches[th].set_facecolor(colors[idx]) |
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