plot_match.py

# Sort tuples from high to low on match percentage
match_pairs.sort(key=lambda tup: tup[1], reverse=True)

# Unpack tuples
names, pct = zip(*match_pairs)

# Plotting
sns.set_theme(style='darkgrid')

fig, ax = plt.subplots(figsize=(12,8))
ax.set_title('Job offer match with candidates', fontsize=20)
ax.set(xlabel='Candidates', ylabel='% Match')
ax.set(ylim=(0, 100))


sns.set(font_scale=1.5)
sns.barplot(x=list(names), y=list(pct), color='b')

plt.show()