Created
July 9, 2021 20:17
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# create a list of top 10 users with more repositories | |
users_with_more_repos = github_df.groupby('User_Name').size().nlargest(n=10).reset_index(name='Count')['User_Name'].to_list() | |
# create a dataframe using users_with_more_repos list | |
more_repos_users = github_df[github_df['User_Name'].isin(users_with_more_repos)][['Topic','User_Name','Star']] | |
# plot data | |
sns.countplot(data=more_repos_users,y='User_Name',palette = 'cool',order=more_repos_users['User_Name'].value_counts().index); | |
# set figure size and dpi | |
fig, ax = plt.subplots(figsize=(8,4), dpi=100) | |
# add colors to xticks, yticks and change labelsize | |
plt.rcParams['xtick.color']='#333F4B' | |
plt.rcParams['xtick.labelsize']=12 | |
plt.rcParams['ytick.color']='#333F4B' | |
plt.rcParams['ytick.labelsize']=12 | |
# remove border, grid and set x-limit | |
sns.despine(left=True, bottom=True) | |
ax.grid(False) | |
ax.set_facecolor('white') | |
ax.set_xlim(0,18) | |
# set x and y-axis labels and title | |
ax.set_xlabel('Count', fontsize=12, color = '#333F4B') | |
ax.set_ylabel('User Name', fontsize=12, color = '#333F4B') | |
fig.suptitle('Top 10 users with more repositories',fontsize=18, color = '#333F4B'); |
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