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Beginning Python Visualization : Crafting Visual Transformation Scripts.

Autore: Vaingast, Shai.; Apress.
Editore: Apress 2013.
Edizione/Formato:   eBook : Document : English
Banca dati:WorldCat
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Dettagli

Genere/forma: Electronic resource
Tipo materiale: Document, Risorsa internet
Tipo documento: Internet Resource, Computer File
Tutti gli autori / Collaboratori: Vaingast, Shai.; Apress.
Numero OCLC: 746470736
Descrizione: 1 online resource (363)
Contenuti: Cover --
Contents --
About the Author --
About the Technical Reviewer --
Acknowledgments --
Introduction --
CHAPTER 1 Navigating the World of Data Visualization --
Gathering Data --
Case Study: GPS Data --
Scanning Serial Ports --
Recording GPS Data --
Data Organization --
File Format --
File Naming Conventions --
Data Location --
Data Analysis --
Walking Directories --
Reading CSV Files --
Analyzing GPS Data --
Extracting GPS Data --
Data Visualization --
GPS Location Plot --
Annotating the Graph --
Velocity Plot --
Subplots --
Text --
Tying It All Together --
Final Notes and References --
CHAPTER 2 The Environment --
Operating Systems --
GNU/Linux --
Windows --
Choosing an Operating System --
Then Again, Why Choose? Using Several Operating Systems --
The Python Environment --
Versions --
Python --
Python Integrated Development Environments --
Scientific Computing --
Plotting --
Image Processing --
Additional Python Packages --
Installation Summary --
Additional Applications --
Editors --
A Short List of Text Editors --
Spreadsheets --
Word Processors --
Image Viewers --
Version Control Systems --
Licensing --
Final Notes and References --
CHAPTER 3 Python for Programmers --
What Is Python? --
Interactive Python --
Invoking Python --
Entering Commands --
The Interactive Help System --
Moving Around --
Running Scripts --
Data Types --
Numbers --
Strings --
Booleans --
Data Structures --
Lists --
Tuples --
Dictionaries --
Sets --
Variables --
Statements --
Printing --
User Input --
Comments --
Flow Control --
Some Built-in Functions --
Defining Functions --
Generators --
Generator Expressions --
Object-Oriented Programming --
Modules and Packages --
The import Statement --
Modules Installed in a System --
The dir Statement --
Final Notes and References --
CHAPTER 4 Data Organization --
File Name Conventions --
Date and Time in a File Name --
Useful File Name Titles --
File Name Extensions --
In Conclusion --
Other Schemes --
File Formats --
CSV File Format --
Binary Files --
Readme Files --
INI Files --
XML --
Other File Formats --
Locating Data Files --
Organization into Directories --
Searching for Files --
Indexing --
Catalogs --
Files vs. a Database --
Final Notes and References --
CHAPTER 5 Processing Text Files --
Text and Strings --
Splitting Text --
Joining Strings --
Converting Strings to Numbers --
Find and Replace --
Stripping Strings --
String Formatting --
String Conditionals --
More on Strings --
Files --
Opening a File --
Closing a File --
Writing Text --
Reading Text --
Working with Text Files --
Example: Character, Word, and Line Count --
Example: head and tail --
Example: Splitting and Combining Files --
Example: Searching Inside a Text File --
Example: Working with Comments --
Example: Extracting Numbers from a Text File --
CSV Files --
The csv Module --
The csv.reader Object --
The csv.writer Object --
More csv Functionality --
DictReader and DictWriter.

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