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Alteryx – A Visual Workflow Tool for Data Transformation

Tuesday, March 14th 2006
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SRC
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Phone: (714) 516-2400
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Introduction
When it comes to data manipulation, most people still use Microsoft Excel. Everybody has it; most people can use it; therefore its limitations may be more readily accepted. SRC has developed a data manipulation product that is more focused on spatial data, large data sets and speed in creating data transforms. It is also a visual workflow tool, allowing the user to create and save processes that will be performed over and over. Alteryx also uses existing tools you may have on your computer, such as geocoding engines, and will create output that is native to most mapping products.

Scope
Alteryx is a visual workflow tool that allows for transformation of large datasets and can process in the range of 20 to 30 million records per hour. It will merge disparate data types (such MapInfo and Shape files), create new data layers and can run as a Web-based application as well as on the desktop. From the toolbox, icons can be linked to assemble processes and functions. The user interface provides the means to view results in both tabular format and as a map, without having to leave Alteryx and load data into another program. Alteryx also works with other SRC products like Allocate.

The User Interface
Below is an example of the user interface and how processes can be linked by icons. In this graphic, the left-hand side has the toolbox. The center window shows the process flow with annotations. On the right side are the selected properties (maps and data can also be browsed here). In the lower right are the process steps and the elapsed time. A nice touch is the process overview window in the lower left where longer and more complicated processes can be seen.

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The Toolbox
The toolbox, shown below, shows the functions and processes that can be linked together to form a workflow. Both the function and the look of the icons can be customized by the user.

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A More Complicated Workflow
Below is an example of a telecommunications workflow. Note how the process is annotated, the linkages defined and the workflow divided into sections. These workflows can be re-used as well, by swapping out file inputs. At the bottom of the graphic is the output window showing the processes and the total run-time.

(Click for larger image)


Mapping the results
The Properties Window displays a map of the process results.

(Click for larger image)

Output Hyperlinks
The output window displays hyperlinks of data and result locations. This allows the user to navigate directly from the output window to the data.

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Map Server Tool
An Alteryx function features the output of thematic map images via the map server. Alteryx has a built-in map server - you can use this feature to out-source the data you have processed to multiple datastreams, outputting map images all in a single pass. No need to save the file, open the mapping application and then load the data to see the results. The map server will display what you have created and make it available to others in a format they can natively read, such as a jpg file for those who need to see the results but may not have a mapping program on their computer.
(Click for larger image)

Summary
If you need to process large database files, manipulate spatial data and create workflows that can be re-used, this could be your solution. Like all SRC products, it is designed to be focused and very fast. It has none of the size limitations that Excel has. Alteryx has not only been optimized for spatial data, but it will use your existing geocoder, while reading and writing files native to your primary mapping program. If you want to distribute the workflows to other users of Alteryx, you can do that too. Licensing of Alteryx is driven by the number of users, number of years of the license, components licensed, such as Explorer for geocoding, etc.

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Recent Comments

Journal News Removes Interactive Gun Permit Map

The Lower Hudson Journal News has been under fire for publishing a map of gun permit holders in two counties in New York State  before Christma. (APB coverage 1, 2, podcast). On Friday January 18 the paper removed the interactive map. Why? Publisher Janet Hasson gave answers in a media statement and in a letter to readers.

In a statement in response to The Poynter Institute (a journalism school) she argued:

With the passage this week of the NYSAFE gun law, which allows permit holders to request their names and addresses be removed from the public record, we decided to remove the gun permit data from lohud.com at 5 pm today. While the new law does not require us to remove the data, we believe that doing so complies with its spirit. For the past four weeks, there has been vigorous debate over our publication of the permit data, which has been viewed nearly 1.2 million times by readers. One of our core missions as a newspaper is to empower our readers with as much information as possible on the critical issues they face, and guns have certainly become a top issue since the massacre in nearby Newtown, Conn. Sharing as much public information as possible provides our readers with the ability to contribute to the discussion, in any way they wish, on how to make their communities safer. We remain committed to our mission of providing the critical public service of championing free speech and open records.

In a letter to readers published on Friday she wrote:

So intense was the opposition to our publication of the names and addresses that legislation passed earlier this week in Albany included a provision allowing permit holders to request confidentiality and imposing a 120-day moratorium on the release of permit holder data.

She goes on to say that during the 27 days the map was online any one interested would have seen it and that the data would eventually be out of date. She also noted that the paper does not endorse the way the state chose to limit availability of the data.

The original map/article still includes a graphic - but it's a snapshot, a raster image, with no interactivity. Says Hasson in the letter to readers:

 And we will keep a snapshot of our map — with all its red dots — on our website to remind the community that guns are a fact of life we should never forget.

I continue to applaud the paper for requesting the data via a Freedom on Informat request, mapping it, keeping the map up despite threats and criticism and now responding to state law. I think the paper did a service to the state, to citizens and to journalism.

- via reader Jim and Poynter

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