I'm trying to plot the average calculated values as a line through the center of each plotted distribution for my data set.
My code looks like this:
for plot, var in zip(range(1, plot_num+1), var_list):
ax = fig.add_subplot(2, 2, plot)
# calculate averages
sns.stripplot(x=cluster_index_sample[cluster_type], y=cluster_index_sample[var],
jitter=jitter, linewidth=line_width, alpha=alpha, cmap=RS_colorwheel,
size=marker_size, ax=ax)
# create average lines
ax.axhline(y=cluster_index_sample['Average_'+(var)].iloc[0],
linewidth=3, xmin=0.2, xmax=0.5)
ax.set_ylabel(str(var), fontsize=y_lab)
ax.set_xlabel('')
ax.tick_params(axis='both', which='major', pad=10)
But when I plot this the horizontal lines only appear once per cluster_type (x-axis category) .
How can I get it so that each set of numbered categorical values gets their own respective averages?
Since you did not provide a MCVE , I can't run your code. Nevertheless, you can try using a second for loop to iterate through all the variables for plotting the horizontal average line as follows. You will also have to modify the xmin
and xmax
for each line. I leave that up to you.
for plot, var in zip(range(1, plot_num+1), var_list):
ax = fig.add_subplot(2, 2, plot)
sns.stripplot(x=cluster_index_sample[cluster_type], y=cluster_index_sample[var],
jitter=jitter, linewidth=line_width, alpha=alpha, cmap=RS_colorwheel,
size=marker_size, ax=ax)
for v in var_list: # <--- Added here
ax.axhline(y=cluster_index_sample['Average_'+(v)].iloc[0],
linewidth=3, xmin=0.2, xmax=0.5) # <--- Added here
ax.set_ylabel(str(var), fontsize=y_lab)
ax.set_xlabel('')
ax.tick_params(axis='both', which='major', pad=10)
The technical post webpages of this site follow the CC BY-SA 4.0 protocol. If you need to reprint, please indicate the site URL or the original address.Any question please contact:yoyou2525@163.com.