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The data analysis checklist

This checklist provides a condensed look at the information in this book. It can be used as a guide during the process of a data analysis, as a rubric for grading data analysis projects, or as a way to evaluate the quality of a reported data analysis.

I Answering the question

Did you specify the type of data analytic question (e.g. exploration, assocation causality) before touching the data?
Did you define the metric for success before beginning?
Did you understand the context for the question and the scientific or business application?
Did you record the experimental design?

High Resolution Webpage Screenshots in LaTeX:

If you need to include a screenshot of a webpage in a LaTeX document in high resolution suitable for print: jpg & png images are not the best format. Here's one way to do it:

Use webvector.jar to take a screenshot of a webpage in svg:

java -jar webvector.jar http://example.com/ example_com.svg svg

Cleanup / Edit SVG with Inkscape
Use svg2tikz to export SVG to TikZ / PGF drawing.

	storage:
	dbPath: "/var/lib/mongodb"
	engine: "wiredTiger"
	wiredTiger:
	collectionConfig:
	blockCompressor: "zlib"
	systemLog:
	destination: file
	path: "/var/log/mongodb/mongodb.log"
	logAppend: true

	Version 8
	These Terms of Service ("Terms") govern your access to and use of the services, including our various websites, SMS, APIs, email notifications, applications, buttons, widgets, ads, and commerce services (the "Services" or “Twitter”), and any information, text, graphics, photos or other materials uploaded, downloaded or appearing on the Services (collectively referred to as "Content"). Your access to and use of the Services are conditioned on your acceptance of and compliance with these Terms. By accessing or using the Services you agree to be bound by these Terms.

	1. Basic Terms
	You are responsible for your use of the Services, for any Content you post to the Services, and for any consequences thereof. The Content you submit, post, or display will be able to be viewed by other users of the Services and through third party services and websites (go to the account settings (http://twitter.com/settings/security) page to control who sees your Content). You should only provide Content that you are comfo

	Dropbox Terms of Service
	Posted: May 1, 2015

	Thanks for using Dropbox! These terms of service ("Terms") cover your use and access to our services, client software and websites ("Services"). If you reside outside of the United States of America, Canada and Mexico (“North America”) your agreement is with Dropbox Ireland, and if you reside in North America your agreement is with Dropbox, Inc. Our Privacy Policy explains how we collect and use your information while our Acceptable Use Policy outlines your responsibilities when using our Services. By using our Services, you're agreeing to be bound by these Terms, and to review our Privacy and Acceptable Use policies. If you're using our Services for an organization, you're agreeing to these Terms on behalf of that organization.

	Your Stuff & Your Permissions
	When you use our Services, you provide us with things like your files, content, email messages, contacts and so on ("Your Stuff"). Your Stuff is yours. These Terms don't give us any rights to Your Stuff excep

	import java.io.File;
	import java.io.IOException;
	import java.io.StringReader;
	import java.util.ArrayList;
	import java.util.List;

	import org.apache.commons.io.FileUtils;

	import edu.stanford.nlp.ling.CoreAnnotations;
	import edu.stanford.nlp.ling.CoreLabel;

	package org.insight.urlexpander;

	import java.io.BufferedReader;
	import java.io.IOException;
	import java.io.InputStreamReader;
	import java.net.URI;
	import java.util.concurrent.Phaser;

	import org.apache.http.HttpResponse;
	import org.apache.http.client.config.CookieSpecs;

	Overview of National Security StrategyAt the dawn of the 21st century, the United States of America faces a broad and complex array of chal-lenges to our national security. Just as America helped to determine the course of the 20th century, we must now build the sources of American strength and influence, and shape an international order capable of overcoming the challenges of the 21st century.

	The World as It Is, A Strategy for the World We Seek To succeed, we must face the world as it is. The two decades since the end of the Cold War have been marked by both the promise and perils of change. The circle of peaceful democracies has expanded; the specter of nuclear war has lifted; major powers are at peace; the global economy has grown; commerce has stitched the fate of nations together; and more individuals can determine their own destiny. Yet these advances have been accompanied by persistent problems. Wars over ideology have given way to wars over religious, ethnic, and tribal identity; nuclear dangers hav