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Data wrangling with Python : tips and tools to make your life easier /
"How do you take your data analysis skills beyond Excel to the next level? By learning just enough Python to get stuff done. This hands-on guide shows non-programmers like you how to process information that's initially too messy or difficult to access. You don't need to know a thing...
| Call Number: | Libro Electrónico |
|---|---|
| Main Authors: | , |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Sebastopol, CA :
O'Reilly Media,
[2016]
|
| Edition: | First edition. |
| Subjects: | |
| Online Access: | Texto completo (Requiere registro previo con correo institucional) |
Table of Contents:
- Introduction to Python
- Python basics
- Data meant to be read by machines
- Working with Excel files
- PDFs and problem solving in Python
- Acquiring and storing data
- Data cleanup: investigation, matching, and formatting
- Data cleanup: standardizing and scripting
- Data exploration and analysis
- Presenting your data
- Web scraping: acquiring and storing data from the web
- Advanced web scraping: screen scrapers and spiders
- APIs
- Automation and scaling
- Conclusion.