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Pandas percentage of total with groupby

...calculate the percentage in a simpler way -- just groupby the state_office and divide the sales column by its sum. Copying the beginning of Paul H's answer: # From Paul H import numpy as np import pandas as pd np.random.seed(0) df = pd.DataFrame({'state': ['CA', 'WA', 'CO', 'AZ'] * 3, ...
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Array vs. Object efficiency in JavaScript

I have a model with possibly thousands of objects. I was wondering what would be the most efficient way of storing them and retrieving a single object once I have it's id. The id's are long numbers. ...
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How many String objects will be created when using a plus sign?

...; Furthermore, the compiler will remove extraneous constant expressions, and only emit them if they are used or exposed. For instance, this program: const String one = "1"; const String two = "1"; const String result = one + two + "34"; public static void main(string[] args) { Console.Out.W...
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IntelliJ IDEA way of editing multiple lines

I've seen this done in TextMate and I was wondering if there's a way to do it in IDEA. 20 Answers ...
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What is the difference between build.sbt and build.scala?

I started to learn Scala and almost in every tutorial I see a build.sbt file which describes project settings. But now I have installed giter8 and created a project from template. And generated project from template missed build.sbt file, but it have build.scala (which seems used for same pu...
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Explanation of BASE terminology

...e system unavailable (or inconsistent). So you can see that 'availability' and 'partition tolerance' go hand in hand. There's more detail on this in this article. – Niels van der Rest Apr 14 '14 at 18:29 ...
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Python Infinity - Any caveats?

So Python has positive and negative infinity: 5 Answers 5 ...
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Safe integer parsing in Ruby

I have a string, say '123' , and I want to convert it to the integer 123 . 8 Answers ...
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Android SDK installation doesn't find JDK

I'm trying to install the Android SDK on my Windows 7 x64 System. 45 Answers 45 ...
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Adding days to $Date in PHP

... ' + 1 days')); echo date('Y-m-d', strtotime($Date. ' + 2 days')); ?> And it outputs correctly: 2010-09-18 2010-09-19 share | improve this answer | follow ...