Main.py

# set up our plots
fig, axes = plt.subplots(nrows=2, ncols=3)
df['views_cumsum'].plot(ax=axes[0,0], title='Views Over Time', c='blue', grid=True).set(ylabel='# of Views')
df['reads_cumsum'].plot(ax=axes[0,1], title='Reads Over Time', c='green', grid=True).set(ylabel='# of Reads')
df['fans_cumsum'].plot(ax=axes[0,2], title='Fans Over Time', c='red', grid=True).set(ylabel='# of Fans')
df[['reads', 'fans']].plot(ax=axes[1,0], title='Reads/Fans by Story', kind='bar', stacked=True, grid=True).legend(['# of Reads', '# of Fans'])
df[['reads_cumsum', 'fans_cumsum']].plot.area(ax=axes[1,1], title='Views/Fans Over Time', grid=True).legend(['# of Reads', '# of Fans'])
df.groupby('year')['views'].sum().plot.bar(ax=axes[1,2], x='year', y='views', title='Yearly Views', grid=True)

# set subplot style
plt.tight_layout(pad=1.5)

plt.show()