Coverart for item
The Resource Learn data analysis with Python : lessons in coding, A.J. Henley, Dave Wolf

Learn data analysis with Python : lessons in coding, A.J. Henley, Dave Wolf

Label
Learn data analysis with Python : lessons in coding
Title
Learn data analysis with Python
Title remainder
lessons in coding
Statement of responsibility
A.J. Henley, Dave Wolf
Creator
Contributor
Author
Subject
Language
eng
Summary
Get started using Python in data analysis with this compact practical guide. This book includes three exercises and a case study on getting data in and out of Python code in the right format. Learn Data Analysis with Python also helps you discover meaning in the data using analysis and shows you how to visualize it.   Each lesson is, as much as possible, self-contained to allow you to dip in and out of the examples as your needs dictate. If you are already using Python for data analysis, you will find a number of things that you wish you knew how to do in Python. You can then take these techniques and apply them directly to your own projects. If you aren’t using Python for data analysis, this book takes you through the basics at the beginning to give you a solid foundation in the topic. As you work your way through the book you will have a better of idea of how to use Python for data analysis when you are finished. You will: Get data into and out of Python code Prepare the data and its format Find the meaning of the data Visualize the data using iPython
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Henley, A. J
Dewey number
005.13/3
Illustrations
illustrations
Index
index present
LC call number
QA76.73.P98
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Wolf, Dave
http://library.link/vocab/subjectName
  • Python (Computer program language)
  • Programming languages (Electronic computers)
  • Data mining
  • Computer Science
  • Python
  • Data Mining and Knowledge Discovery
  • Big Data
  • Big Data/Analytics
Label
Learn data analysis with Python : lessons in coding, A.J. Henley, Dave Wolf
Instantiates
Publication
Copyright
Note
Includes index
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Intro; Table of Contents; About the Authors; About the Technical Reviewer; Chapter 1: How to Use This Book; Installing Jupyter Notebook; What Is Jupyter Notebook?; What Is Anaconda?; Getting Started; Getting the Datasets for the Workbookâ#x80;#x99;s Exercises; Chapter 2: Getting Data Into and Out of Python; Loading Data from CSV Files; Your Turn; Saving Data to CSV; Your Turn; Loading Data from Excel Files; Your Turn; Saving Data to Excel Files; Your Turn; Combining Data from Multiple Excel Files; Your Turn; Loading Data from SQL; Your Turn; Saving Data to SQL; Your Turn
  • Random Numbers and Creating Random DataYour Turn; Chapter 3: Preparing Data Is Half the Battle; Cleaning Data; Calculating and Removing Outliers; Your Turn; Missing Data in Pandas Dataframes; Your Turn; Filtering Inappropriate Values; Your Turn; Finding Duplicate Rows; Your Turn; Removing Punctuation from Column Contents; Removing Whitespace from Column Contents; Standardizing Dates; Standardizing Text like SSNs, Phone Numbers, and Zip Codes; Creating New Variables; Binning Data; Your Turn; Applying Functions to Groups, Bins, and Columns; Your Turn; Ranking Rows of Data; Your Turn
  • Create a Column Based on a ConditionalYour Turn; Making New Columns Using Functions; Your Turn; Converting String Categories to Numeric Variables; Your Turn; Organizing the Data; Removing and Adding Columns; Your Turn; Selecting Columns; Your Turn; Change Column Name; Your Turn; Setting Column Names to Lower Case; Your Turn; Finding Matching Rows; Your Turn; Filter Rows Based on Conditions; Your Turn; Selecting Rows Based on Conditions; Your Turn; Random Sampling Dataframe; Your Turn; Chapter 4: Finding the Meaning; Computing Aggregate Statistics; Your Turn
  • Computing Aggregate Statistics on Matching RowsYour Turn; Sorting Data; Your Turn; Correlation; Your Turn; Regression; Your Turn; Regression without Intercept; Your Turn; Basic Pivot Table; Your Turn; Chapter 5: Visualizing Data; Data Quality Report; Your Turn; Graph a Dataset: Line Plot; Your Turn; Graph a Dataset: Bar Plot; Your Turn; Graph a Dataset: Box Plot; Your Turn; Graph a Dataset: Histogram; Your Turn; Graph a Dataset: Pie Chart; Your Turn; Graph a Dataset: Scatter Plot; Your Turn; Chapter 6: Practice Problems; Analysis Exercise 1; Analysis Exercise 2; Analysis Exercise 3
  • Analysis Exercise 4Analysis Project; Required Deliverables; Index
Control code
SPR1024311354
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781484234860
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4842-3486-0
Other physical details
color illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000946
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1024311354
  • (OCoLC)1024311354
Label
Learn data analysis with Python : lessons in coding, A.J. Henley, Dave Wolf
Publication
Copyright
Note
Includes index
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Intro; Table of Contents; About the Authors; About the Technical Reviewer; Chapter 1: How to Use This Book; Installing Jupyter Notebook; What Is Jupyter Notebook?; What Is Anaconda?; Getting Started; Getting the Datasets for the Workbookâ#x80;#x99;s Exercises; Chapter 2: Getting Data Into and Out of Python; Loading Data from CSV Files; Your Turn; Saving Data to CSV; Your Turn; Loading Data from Excel Files; Your Turn; Saving Data to Excel Files; Your Turn; Combining Data from Multiple Excel Files; Your Turn; Loading Data from SQL; Your Turn; Saving Data to SQL; Your Turn
  • Random Numbers and Creating Random DataYour Turn; Chapter 3: Preparing Data Is Half the Battle; Cleaning Data; Calculating and Removing Outliers; Your Turn; Missing Data in Pandas Dataframes; Your Turn; Filtering Inappropriate Values; Your Turn; Finding Duplicate Rows; Your Turn; Removing Punctuation from Column Contents; Removing Whitespace from Column Contents; Standardizing Dates; Standardizing Text like SSNs, Phone Numbers, and Zip Codes; Creating New Variables; Binning Data; Your Turn; Applying Functions to Groups, Bins, and Columns; Your Turn; Ranking Rows of Data; Your Turn
  • Create a Column Based on a ConditionalYour Turn; Making New Columns Using Functions; Your Turn; Converting String Categories to Numeric Variables; Your Turn; Organizing the Data; Removing and Adding Columns; Your Turn; Selecting Columns; Your Turn; Change Column Name; Your Turn; Setting Column Names to Lower Case; Your Turn; Finding Matching Rows; Your Turn; Filter Rows Based on Conditions; Your Turn; Selecting Rows Based on Conditions; Your Turn; Random Sampling Dataframe; Your Turn; Chapter 4: Finding the Meaning; Computing Aggregate Statistics; Your Turn
  • Computing Aggregate Statistics on Matching RowsYour Turn; Sorting Data; Your Turn; Correlation; Your Turn; Regression; Your Turn; Regression without Intercept; Your Turn; Basic Pivot Table; Your Turn; Chapter 5: Visualizing Data; Data Quality Report; Your Turn; Graph a Dataset: Line Plot; Your Turn; Graph a Dataset: Bar Plot; Your Turn; Graph a Dataset: Box Plot; Your Turn; Graph a Dataset: Histogram; Your Turn; Graph a Dataset: Pie Chart; Your Turn; Graph a Dataset: Scatter Plot; Your Turn; Chapter 6: Practice Problems; Analysis Exercise 1; Analysis Exercise 2; Analysis Exercise 3
  • Analysis Exercise 4Analysis Project; Required Deliverables; Index
Control code
SPR1024311354
Dimensions
unknown
Extent
1 online resource
File format
unknown
Form of item
online
Isbn
9781484234860
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-1-4842-3486-0
Other physical details
color illustrations.
http://library.link/vocab/ext/overdrive/overdriveId
cl0500000946
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • on1024311354
  • (OCoLC)1024311354

Library Locations

Processing Feedback ...