Here is how to create a simple Time Series.
import pandas as pd
import numpy as np
# The number of sample to generate
nb_sample = 100
# Seeding to obtain a reproductible dataset
np.random.seed(0)
se = pd.Series(np.random.randint(0, 100, nb_sample),
index = pd.date_range(start = pd.to_datetime('2016-09-24'),
periods = nb_sample, freq='D'))
se.head(2)
# 2016-09-24 44
# 2016-09-25 47
se.tail(2)
# 2016-12-31 85
# 2017-01-01 48