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Country: United States
Metropolitan Area: Ashburn
Postal Reference Code: 20149
Latitude: 39.0481
Longitude: -77.4728




Summarized Content

Over the past couple of months, there has been an ongoing discussion about Jupyter Notebooks affectionately called the “Notebook Wars”. The genesis of the discussion is Joel Grus’ presentation I Don’t Like Notebooks The purpose of this post is to use some of the points brought up in these discussions as a background for describing my personal best practices for the an*lysis I frequently perform with notebooks. In addition, this approach can be tailored for your unique situation. I think many new python users do not take the time to think through some of these items I discuss. My hope is that this article will spark some discussion and provide a framework that others can build off for making repeatable and easy to understand data an*lysis pipelines that Pandas offers several options for grouping and summarizing data but this variety of options can be a blessing and a curse. These will discuss the pandas crosstab function, explain its usage and illustrate how it can be used to quickly summarize data. My goal is to have this article be a resource that you can bookmark and refer to when you need to remind yourself what you can do with the crosstab developed since 2012 and in July 2018, the author released version 0.9. This version of Seaborn has several new plotting features, API changes and docu*entation updates which combine to enhance an already great library. This article will walk through a few of the highlights and show how to use the new scatter and line plot functions for quickly creating very useful visualizations of data. Python has many options for natively creating common Microsoft Office file types including Excel, Word and PowerPoint. In some cases, however, it may be too difficult to use the pure python approach to solve a problem. Fortunately, python has the “Python for Windows Window’s Component Object Model (COM) and control Microsoft applications via python. This article will cover some basic use cases for this type of automation and how to get up and running with some useful scripts.


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