Learn data analysis with Python : lessons in coding /: lessons in coding. ([2018])

• Record Type: Book
• Further Information: Note: A.J. Henley, Dave Wolf.
• Authors: Henley, A. J; Wolf, Dave
• 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.
• Publisher Details: Place of publication not identified : Apress
• Publication Date: 2018
• Extent: 1 online resource, color illustrations
• Subjects: 005.13/3; Computer science; Python (Computer program language); Programming languages (Electronic computers); Data mining; COMPUTERS -- Programming Languages -- Python; Data mining; Programming languages (Electronic computers); Python (Computer program language); Computers -- Database Management -- Data Mining; Computers -- Database Management -- General; Business & Economics -- Industries -- Computer Industry; Data mining; Databases; Business mathematics & systems; Python (Computer program language); Big data; Programming & scripting languages: general; Electronic books
• Languages: English
• ISBNs: 9781484234860; 1484234863
• Related ISBNs: 9781484234853; 1484234855
• Notes: Note: Online resource; title from PDF title page (EBSCO, viewed February 28, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.