{"product_id":"python-for-data-analysis","title":"Python for Data Analysis","description":"\u003cp\u003e\u003ci\u003ePython for Data Analysis\u003c\/i\u003e is concerned with the nuts and bolts of manipulating, processing, cleaning, and crunching data in Python. It is also a practical, modern introduction to scientific computing in Python, tailored for data-intensive applications. This is a book about the parts of the Python language and libraries you'll need to effectively solve a broad set of data analysis problems. This book is not an exposition on analytical methods using Python as the implementation language. \u003c\/p\u003e\u003cp\u003eWritten by Wes McKinney, the main author of the pandas library, this hands-on book is packed with practical cases studies. It's ideal for analysts new to Python and for Python programmers new to scientific computing. \u003c\/p\u003e\u003cul\u003e \u003cli\u003eUse the IPython interactive shell as your primary development environment \u003c\/li\u003e\n\u003cli\u003eLearn basic and advanced NumPy (Numerical Python) features \u003c\/li\u003e\n\u003cli\u003eGet started with data analysis tools in the pandas library \u003c\/li\u003e\n\u003cli\u003eUse high-performance tools to load, clean, transform, merge, and reshape data \u003c\/li\u003e\n\u003cli\u003eCreate scatter plots and static or interactive visualizations with matplotlib \u003c\/li\u003e\n\u003cli\u003eApply the pandas groupby facility to slice, dice, and summarize datasets \u003c\/li\u003e\n\u003cli\u003eMeasure data by points in time, whether it's specific instances, fixed periods, or intervals \u003c\/li\u003e\n\u003cli\u003eLearn how to solve problems in web analytics, social sciences, finance, and economics, through detailed examples \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":50804274069736,"sku":"9781449319793","price":39.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0810\/9539\/3512\/files\/imageloader_63b73662-3989-4398-ad71-de667b7a5254.jpg?v=1790298060","url":"https:\/\/kuumba-47muwsn1.myshopify.com\/products\/python-for-data-analysis","provider":"Kuumba","version":"1.0","type":"link"}