concept of Series in Pandas

*This playground is inspired by Greg Reda’s post on Intro to Pandas Data Structures:
http://www.gregreda.com/2013/10/26/intro-to-pandas-data-structures/

import pandas as pd

if False:
	series = pd.Series(['Dave', 'Cheng-Han', 'Uxxxx', 42, -1789710578])
	print series

if False:
	series = pd.Series(['Dave', 'Cheng-Han', 359, 9001],
			index=['Instructor', 'Curriculum Manager', 'Course Number', 'Power Level'])
	print series['Instructor']
	print ""
	print series[['Instructor', 'Curriculum Manager', 'Course Number']]

if False:
	cuteness = pd.Series([1, 2, 3, 4, 5], index=['Cockroach', 'Fish', 'Mini Pig', 'Puppy', 'Kitten'])

	print cuteness > 3
	print ""
	print cuteness[cuteness > 3]

*This playground is inspired by Greg Reda’s post on Intro to Pandas Data Structures:
http://www.gregreda.com/2013/10/26/intro-to-pandas-data-structures/

import numpy as np
import pandas as pd

if False:
	data = {'year': [2010, 2011, 2012, 2011, 2012, 2010, 2011, 2012],
		'team':['Bears','Bears','Bears','Packers','Lions','Lions','Lions'],
		'wins': [11, 8, 10, 15, 11, 6, 10, 4],
		'losses':[5, 8, 6, 1, 5, 10, 6, 12]}
	football = pd.DataFrame(data)
	print football

if False:
	data = {'year':[2010, 2011, 2012, 2011, 2012, 2010, 2011, 2012],
			'team':['Bears','Bears','Bears','Packers','Packers','Lions',
			'Lions','Lions'],
			'wins':[11, 8, 10, 15, 11, 6, 10, 4],
			'losses':[5, 8, 6, 1, 5, 10, 6, 12]}
	football = pd.DataFrame(data)
	print football.dtypes
	print ""
	print football.describe()
	print ""
	print football.head()
	print ""
	print football.tail()