-
-
Save amankharwal/ac398aa519cc581f08242439099482d7 to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
best_nf_authors = df.groupby(['Author', 'Genre']).agg({'Name': 'count'}).unstack()['Name', 'Non Fiction'].sort_values(ascending=False)[:11] | |
best_f_authors = df.groupby(['Author', 'Genre']).agg({'Name': 'count'}).unstack()['Name', 'Fiction'].sort_values(ascending=False)[:11] | |
with plt.style.context('Solarize_Light2'): | |
fig, ax = plt.subplots(1, 2, figsize=(8,8)) | |
ax[0].barh(y=best_nf_authors.index, width=best_nf_authors.values, | |
color=genre_col[0]) | |
ax[0].invert_xaxis() | |
ax[0].yaxis.tick_left() | |
ax[0].set_xticks(np.arange(max(best_f_authors.values)+1)) | |
ax[0].set_yticklabels(best_nf_authors.index, fontsize=12, fontweight='semibold') | |
ax[0].set_xlabel('Number of appreances') | |
ax[0].set_title('Non Fiction Authors') | |
ax[1].barh(y=best_f_authors.index, width=best_f_authors.values, | |
color=genre_col[1]) | |
ax[1].yaxis.tick_right() | |
ax[1].set_xticks(np.arange(max(best_f_authors.values)+1)) | |
ax[1].set_yticklabels(best_f_authors.index, fontsize=12, fontweight='semibold') | |
ax[1].set_title('Fiction Authors') | |
ax[1].set_xlabel('Number of appreances') | |
fig.legend(['Non Fiction', 'Fiction'], fontsize=12) | |
plt.show() |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment