Social context for data analysis

How data analysis could work productively on the Web

I'm a huge fan of the CAPStat (formerly DCStat) program, but despite my cheerleading, the hoped-for citizen-led mashups haven't yet materialized in a big way.

In principle, the data is there for the taking, and there's an open invitation for anyone to scoop it up and do useful analysis. In practice, only half the battle is won -- thanks to the immediate availability of data represented as RSS, Atom, and the district's own, richer flavor of XML. It's great to lay your hands on the data, but as Bob Glushko rightly insists on reminding me, XML only seems to be a self-describing format. What do tags or field names really mean? Which elements or fields are or are not comparable? We can only answer these questions by pointing to instances of data (records, documents), discussing them, and coming to agreements.

Lately, I'm seeing some intriguing glimpses of how that process could work productively on the Web. One stunning example Dabble DB , which enables you to pluck data right from the surface of a Web page and inject it into a shareable Web database. Once it's there, the whole panoply of Web-2.0-style techniques -- linking, tagging, blogging -- can support a loosely coupled conversation about the provenance and the semantics of the data.

Today I found another piece of the puzzle -- a new site called Swivel . It's done in the standard Web 2.0 style, complete with regulation Flickr-blue search buttons and Ruby on Rails URL syntax. To tell you the truth, I'm not sure how useful it'll turn out to be. But the idea at the core of Swivel -- inviting people to publish, annotate, and share datasets -- is spot on.

As a first experiment, I grabbed the CAPStat reported-crime feed for November, sucked it into Excel 2003, consolidated incidents by day, pivoted them on type of offense (homicide, burglary), and exported them back out as a CSV (comma-separated value) file that Swivel could import. The service immediately produced a chart for each of the nine crime types in my data set. Eventually the site will "swivel" my data, a process of further analysis that it assures me will be "worth the wait." I dunno, maybe -- I'm not holding my breath. Poking around, I haven't found any breathtaking examples of mechanical insight.

But there's something a lot simpler, yet I think also a lot more useful, going on here. The charts are fun to look at, but it's the data (and the source attributions) that really matter. When it's parked in the cloud, other people can find it by way of search terms ('washington,' 'burglary,' 'arson,' 'dcstat'). And whether Dabble DB massages it online or Excel does so locally, they can gather around a common URL to discuss how to use and interpret the data.

Data analysis is an inherently social act. Until now it has lacked an appropriate social context. But that's going to change -- and soon, I hope.

Join the newsletter!


Sign up to gain exclusive access to email subscriptions, event invitations, competitions, giveaways, and much more.

Membership is free, and your security and privacy remain protected. View our privacy policy before signing up.

Error: Please check your email address.
Keep up with the latest tech news, reviews and previews by subscribing to the Good Gear Guide newsletter.

Jon Udell

Show Comments

Brand Post

Most Popular Reviews

Latest Articles


PCW Evaluation Team

Luke Hill


I need power and lots of it. As a Front End Web developer anything less just won’t cut it which is why the MSI GT75 is an outstanding laptop for me. It’s a sleek and futuristic looking, high quality, beast that has a touch of sci-fi flare about it.

Emily Tyson

MSI GE63 Raider

If you’re looking to invest in your next work horse laptop for work or home use, you can’t go wrong with the MSI GE63.

Laura Johnston

MSI GS65 Stealth Thin

If you can afford the price tag, it is well worth the money. It out performs any other laptop I have tried for gaming, and the transportable design and incredible display also make it ideal for work.

Andrew Teoh

Brother MFC-L9570CDW Multifunction Printer

Touch screen visibility and operation was great and easy to navigate. Each menu and sub-menu was in an understandable order and category

Louise Coady

Brother MFC-L9570CDW Multifunction Printer

The printer was convenient, produced clear and vibrant images and was very easy to use

Edwina Hargreaves

WD My Cloud Home

I would recommend this device for families and small businesses who want one safe place to store all their important digital content and a way to easily share it with friends, family, business partners, or customers.

Featured Content

Product Launch Showcase

Don’t have an account? Sign up here

Don't have an account? Sign up now

Forgot password?