---
product_id: 51719907
title: "Python for Data Analysis, 2e: Data Wrangling with Pandas, NumPy, and IPython"
brand: "wes mckinney"
price: "1628 DH"
currency: MAD
in_stock: true
reviews_count: 8
url: https://www.desertcart.ma/products/51719907-python-for-data-analysis-2e-data-wrangling-with-pandas-numpy
store_origin: MA
region: Morocco
---

# Python for Data Analysis, 2e: Data Wrangling with Pandas, NumPy, and IPython

**Brand:** wes mckinney
**Price:** 1628 DH
**Availability:** ✅ In Stock

## Quick Answers

- **What is this?** Python for Data Analysis, 2e: Data Wrangling with Pandas, NumPy, and IPython by wes mckinney
- **How much does it cost?** 1628 DH with free shipping
- **Is it available?** Yes, in stock and ready to ship
- **Where can I buy it?** [www.desertcart.ma](https://www.desertcart.ma/products/51719907-python-for-data-analysis-2e-data-wrangling-with-pandas-numpy)

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- wes mckinney enthusiasts

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- Trusted wes mckinney brand quality
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## Description

Full description not available

## Technical Specifications

| Specification | Value |
|---------------|-------|
| Best Sellers Rank | #203,024 in Books ( See Top 100 in Books ) #56 in Data Modeling & Design (Books) #82 in Data Processing #163 in Python Programming |
| Customer Reviews | 4.6 4.6 out of 5 stars (1,819) |
| Dimensions  | 7.25 x 1 x 9.5 inches |
| Edition  | 2nd |
| ISBN-10  | 1491957662 |
| ISBN-13  | 978-1491957660 |
| Item Weight  | 1.85 pounds |
| Language  | English |
| Print length  | 550 pages |
| Publication date  | November 14, 2017 |
| Publisher  | O'Reilly Media |

## Images

![Python for Data Analysis, 2e: Data Wrangling with Pandas, NumPy, and IPython - Image 1](https://m.media-amazon.com/images/I/912I2EtdCbL.jpg)

## Customer Reviews

### ⭐⭐⭐⭐⭐ Definitely required material for diving into Python machine learning
*by S***M on 17 August 2018*

I have purchased other books for jumping into machine learning using Python but they always somewhat gloss over the basics, and you have to accept a bit of magic around Pandas, Matplotlib etc to follow along. I'm so glad I went back to build a solid foundation with this book, so I'm no longer fumbling around with magic commands or spending a huge proportion of time trawling Stack Overflow.Probably my favourite aspect of this book is that you can just read it- every single concept is demonstrated in code, on the paper, with the full input and outputs. The only time I've opened my editor is to play around with concepts I wanted to clarify- the rest has been just a good solid read with everything clearly demonstrated. It's well structured and builds concepts as you progress but is also an excellent reference book I can see myself dipping back into time and again.I think this is essential foundational material for starting your journey into data analysis and/or machine learning with Python.

### ⭐⭐⭐⭐⭐ The book for Pandas
*by P***L on 13 November 2022*

Awesome book if you need/want to go deeper with Pandas.

### ⭐⭐⭐⭐ Great book.
*by A***R on 14 March 2018*

A great and very useful book that really helps.

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*Product available on Desertcart Morocco*
*Store origin: MA*
*Last updated: 2026-02-15*