Python for Data Analysis

I bought the book Python for Data Analysisbecause I wanted to improve my Python skills. This review of the book is a brief summary of my impressions of it.

The book mainly focuses on Pandas which the book’s author, Wes McKinney, is the main developer ofFurther, it covers iPython, numpy and matplotlib. Numpy is actually also covered in a more “advanced” chapter as well. Furthermore, one of the chapters went through examples of how to scrape data from the Internet (very useful indeed).

Pandas Dataframe Book Review

Since I had some knowledge on the programming language R’s dataframe concept I found using Pandas very easy. You can easily carry out descriptive analysis by using different functions built into Pandas.

Python for Data Analysis
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Python for Data Analysis.

Python for Data Analysis is not for the programmers, or researcher who already have good programming skills, but  rather for  researchers, statisticians, students and the like who already have a basic knowledge of programming. That is, although I found the book useful in the sense that I did not know of pandas and matplotlib before I read it did not help me to meet my goal – to improve my Python skills.

Who is the Python for Data Analysis for?

With that said, the book is not an introduction to Python, some prior knowledge may be required. In spite of this, I will probably use both Pandas and matplotlib. Eventually, I guess the book will have helped my progression of Python skills. In fact, Matplotlib is a very intuitive library for plotting in Python.

See this YouTube video on how to install Pandas.

In conclusion, the book was not that expensive. Furthermore, it will give you the right tools to carry out big data scraping and analysis.

Concluding Remarks

I also found out about matplotlib which is a very intuitive library for plotting. If you are looking for a book on useful libraries in doing data analysis (may it be ‘small’ or ‘big) this book is really useful. You will also get practical examples that might be applicable to your interest. My overall impression is that this book is worth buying.

More on working with Pandas dataframes:

If you are living in Sweden you can buy the book on or www.adlibris. com (or find the most reasonable price at

Get the book from Amazon: Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

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