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Essential Tools and Resources to Visualize Data. One of the most frequent questions I get is, “What software do you use to visualize data?” A lot of people are excited to play with their data, but don’t know how to go about doing it or even start. Here are the tools I use or have used and resources that I own or found helpful for data visualization . Maybe you got a comma- delimited file and you need it to be in XML; or you got an Excel spreadsheet that needs to go into a My.
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SQL database; or the data are stuck on hundreds of HTML pages and you need to get it all together in one place. Data organization isn’t incredibly fun, but it’s worth getting to know these tools/languages. The last thing you want is to be restricted by data format. PHPPHP was the first scripting language I learned that was well- suited for the Web, so I’m pretty comfortable with it. I oftentimes use PHP to get CSV files into some XML format. The function fgetcsv() does just fine. It’s also a good hook into a My.
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SQL database or calling API methods. RESOURCES: Python. Most computer science types – at least the ones I’ve worked with – scoff at PHP and opt for Python mostly because Python code is often better structured (as a requirement) and has cooler server- side functions. My favorite Python toy is Beautiful Soup, which is an HTML/XML parser. Beautiful Soup is excellent for screen scraping.
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RESOURCES: My. SQLWhen I have a lot of data – like on the magnitude of the tends to hundreds of thousands – I use PHP or Python to stick it in a My. SQL database. My. SQL lets me subset on the data on pretty much any way I please. RESOURCES: RAh, good old R. It’s what statisticians use, and pretty much nobody else. Everyone else has it installed on their computer, but haven’t gotten around to learning it. Sometimes though, I use it to extract useful subsets from a dataset if the conditions are more complex than those I’d use with My.
SQL and then export them as CSV files. RESOURCES: Microsoft Excel. We all know this one. I use Excel from time to time when my dataset is small or if I’m in a point- and- click mood. Charts and Graphs.
Alright, the data are processed, formatted, and ready to go. Now it’s time to visualize. The software I use for static charts and graphs depends on the task at hand, so I try not to limit myself to anyone piece of software. For example, R is good for quick results, but no good for a Web application. Adobe Illustrator. I use Adobe Illustrator for publication- level graphics.
I learned how to use it when I was at The Times out of necessity and have been enjoying it since. You can manipulate every element of a graph with a simple click and a drag – which can be a blessing and a curse. RESOURCES: RIf you have a particular type of (non- animated, non- interactive) statistical visualization in mind, R has probably got it. R is free with countless libraries available. If you can’t find a library to suit your needs, you can always script it yourself.
If I need something really quick though and the data are already in an Excel spreadsheet, I’ll click that graph button. RESOURCES: Animating the Data. There are several options to create animated and interactive data visualization, but these are the only ones I use (and for the most part, dominate what you see on the Web). Processing. Yeah, it’s called Processing. I’ve seen mostly designers use it, but there’s no reason it can’t be used elsewhere.
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