Spending too much time on stack overflow or googling `how do I do x in pandas`?
Frustrated by the massive official documentation? The current version has over 2,500 pages!
I was frustrated too! I started to use pandas few years ago. Once I coded few larger projects I found myself visiting the code over and over again grabbing snippets of pandas to use in new projects: open csv in pandas, but skip rows 3 and 4? Save dataframe as csv, but without quotes? Rename columns of a dataframe?
Hi, I am Andreea Gheorghe, a software developer with extensive experience in working with data. I am currently trying to compile a collection of pandas code snippets that are commonly used in data exploration and analysis.
Code snippets are reusable, task-oriented blocks of code. It can be as simple as one line of code for a method call with specific arguments to multiple lines implementing a small app feature.
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Browse or Search it online. Read it on-the-go as pdf or epub.
The creation and management of code snippets can be an involved process. Thankfully, this collection provides out-of-the-box snippets for common data manipulation tasks with pandas.
Each code snippet has descriptive title easy to read and search. TOC pages for all the snippets categories.
When coding, making use of existing code snippets is a great time-saving practice.
Python snippets related to data structures, lambda, map, filter and reduce functions
An eBook (ePub and PDF formats) version of the collection was created on Jun 06, 2021. Get a copy from Gumroad to support this project. Thank you!