Initial commit (67d32333) · Commits · examples / Introduction to Pandas for Developers

Introduction to Pandas for Developers - Working Files/Chapter 1/Introduction-Installation.ipynb

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		%% Cell type:markdown id: tags:

		## Installing Pandas

		%% Cell type:markdown id: tags:

		Install anaconda from https://www.continuum.io/downloads

		Run:

		``conda install pandas jupyter``

		Run:

		``jupyter-notebook``

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		%% Cell type:code id: tags:

		``` python
		import pandas as pd
		```

		%% Cell type:code id: tags:

		``` python
		df = pd.read_csv('beatles.csv')
		```

		%% Cell type:code id: tags:

		``` python
		df
		```

		%% Output

		Unnamed: 0 Title Released \
		0 0 Yesterday and Today 1966-06-15
		1 1 Revolver 1966-08-05
		2 2 Revolver 1966-08-08
		3 3 Sgt. Pepper's Lonely Hearts Club Band 1967-06-01
		4 4 Magical Mystery Tour 1967-11-27
		5 5 The Beatles 1968-11-22
		6 6 Yellow Submarine 1969-01-13
		7 7 Abbey Road 1969-09-26
		8 8 Let It Be 1970-05-08

		Label UK Chart Position US Chart Position \
		0 Capitol(US) NaN 1
		1 Parlophone(UK) 1 NaN
		2 Capitol(US)[C] NaN 1
		3 Parlophone(UK), Capitol(US) 1 1
		4 Parlophone(UK), Capitol(US) NaN 1
		5 Apple(UK), Capitol(US) 1 1
		6 Apple(UK), Capitol(US) 3 2
		7 Apple(UK), Capitol(US) 1 1
		8 Apple(UK),United Artists(US) 1 1

		BPI Certification RIAA Certification Count Songs Year
		0 NaN 2xPlatinum 11 1966
		1 Platinum NaN 14 1966
		2 NaN 5xPlatinum 14 1966
		3 3xPlatinum 11xPlatinum 13 1967
		4 Platinum 6xPlatinum 11 1967
		5 Platinum 19xPlatinum 30 1968
		6 Silver Platinum 6 1969
		7 2xPlatinum 12xPlatinum 17 1969
		8 Gold 4xPlatinum 12 1970

		%% Cell type:code id: tags:

		``` python
		%matplotlib inline
		```

		%% Cell type:code id: tags:

		``` python
		df['Count Songs'].hist()
		```

		%% Output

		<matplotlib.axes._subplots.AxesSubplot at 0x11150a128>

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		,Title,Released,Label,UK Chart Position,US Chart Position,BPI Certification,RIAA Certification,Count Songs,Year
		0,Yesterday and Today,1966-06-15,Capitol(US),,1.0,,2xPlatinum,11,1966
		1,Revolver,1966-08-05,Parlophone(UK),1.0,,Platinum,,14,1966
		2,Revolver,1966-08-08,Capitol(US)[C],,1.0,,5xPlatinum,14,1966
		3,Sgt. Pepper's Lonely Hearts Club Band,1967-06-01,"Parlophone(UK), Capitol(US)",1.0,1.0,3xPlatinum,11xPlatinum,13,1967
		4,Magical Mystery Tour,1967-11-27,"Parlophone(UK), Capitol(US)",,1.0,Platinum,6xPlatinum,11,1967
		5,The Beatles,1968-11-22,"Apple(UK), Capitol(US)",1.0,1.0,Platinum,19xPlatinum,30,1968
		6,Yellow Submarine,1969-01-13,"Apple(UK), Capitol(US)",3.0,2.0,Silver,Platinum,6,1969
		7,Abbey Road,1969-09-26,"Apple(UK), Capitol(US)",1.0,1.0,2xPlatinum,12xPlatinum,17,1969
		8,Let It Be,1970-05-08,"Apple(UK),United Artists(US)",1.0,1.0,Gold,4xPlatinum,12,1970

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