Created
July 9, 2021 21:20
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# length of tags list in each column | |
len_tags = [len(tag) for tag in topic_tags] | |
# create a new column -> total_tags | |
github_df['Total_Tags'] = len_tags | |
# group based on topic and calculate total_tags in each topic | |
topic_wise_tags = github_df.groupby('Topic').sum()['Total_Tags'].reset_index(name='Total Tags') | |
# set figure size and dpi | |
fig, ax = plt.subplots(figsize=(7,4), dpi=100) | |
# remove background grids | |
ax.grid(False) | |
ax.set_facecolor('white') | |
sns.despine() | |
# plot the data | |
sns.barplot(data=topic_wise_tags,x='Total Tags', y='Topic', ci=None, palette='gist_rainbow'); | |
# set x and y-axis labels and title | |
ax.set_xlabel('Total Tags', fontsize=13, color = '#333F4B') | |
ax.set_ylabel('Topic', fontsize=13, color = '#333F4B') | |
fig.suptitle('Tags distribution across topics',fontsize=18, color = '#333F4B'); |
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