import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import matplotlib.dates as mdates
%matplotlib inline
import seaborn as sns
sns.set(style='darkgrid', context='talk', palette='Dark2')
my_year_month_fmt = mdates.DateFormatter('%m/%y')
data = pd.read_pickle('./data.pkl')
data.head(10)