With all the open source software out there, it creates a great opportunity for developers, designers, etc. to test different prototypes. In the article, Creating a Business Intelligence Dashboard with R and ASP.NET MVC: Part 1, the business intelligence dashboard uses ASP.NET , Twitter Bootstrap that uses R to get data from a SQL Server database and do transformations that are rendered on the dashboard. This type of technology helps highlight trends through visualizations that are easy to understand. How could we use this tool with multiple social media data sources?
Listed on the article, here are all the companies using R.
“The New York Times routinely uses R for interactive and print data visualization.
- Google has more than 500 R users.
- The FDA supports the use of R for clinical trials of new drugs.
- John Deere uses R to forecast crop yields and optimize tractor manufacturing.
- The National Weather Service uses R to predict the extent of flooding events.
- Zillow uses R to model housing prices.
- The Consumer Financial Protection Bureau uses R and other open source tools.
- Twitter uses R for data science applications on the Twitter database.
- FourSquare uses R to develop its recommendation engine.
- Facebook uses R to model all sorts of user behavior.”
We could begin to develop all types of relationships by visualizing the data in a user friendly dashboard.
Here is the open source software recommended in the article:
This application uses the following tools and technologies
- R – a free software environment for statistical computing and graphics,
- ASP.NET MVC4 – a free framework for building web applications,
- a well-known demo Northwind database as source of the data,
- Microsoft® SQL Server 2012 Express – a free database server, and
- Visual Studio Express 2012 for Web – a free widely used Integrated Development Environment.
In an article in the Graziadio Business Review, Using Dashboard Based Business Intelligence Systems, it discusses challenges for current business intelligence systems (BIS), benefits of using BIS, and strategies for implementing future BIS. As we have become a more global world, BIS has been applied across many industries . A dashboard is used to make real time management decisions. The dashboard could be used to analyze a building or city project through different data sources to identify issues that are otherwise difficult to sift through in the sea of data provided.
Tools for organizing & analyzing urban data
•Columnar databases for reporting
•Business Intelligence Systems
Business Intelligence Systems
Using data in Excel for BIS:
I created this Excel Spreadsheet
from xml data exported from the Chicago Data Portal about city owned land inventory. This is a simplified example of what one can do with the data to discover relationships between data sources. I used a pivot table to calculate the number of properties within an area that had a particular zoning class. When filtering to business, one can recognize that there are a high amount of properties in Englewood zoned business. Why is this the case? These are the types of questions one can ask by layering different data sources and become better informed of what the issues within these complex data sources mean. Although I only analyzed the zoning classifications, one data dimension or measurement does not tell the whole story, its only when you compare different dimensions and classifications within the various hierarchies that you can really judge what the information means. For example, comparing property tax funds received by the government in a certain area to the population of that area, this would result in a per capita tax contribution to the fund.
Business Intelligence App (dashboards)
Advances in information technology are bringing people together. People are interacting on a daily basis through their computers, phones, tablets via social media sites, blogs, e-mail etc. The information people are gaining from the internet and other sources are allowing them to become knowledgeable in areas they do not have expertise in and they have a better understanding of what’s going on. This access of information is empowering their credibility because they have the knowledge provided by information technology. Because of this people want to be more involved in the decision making of things that affect them. The advances in information, communication and overall people knowledge have made an impact in the delivery method of construction projects. The antiquated methods and processes of project delivery are no longer acceptable. Consumers are demanding integrated project delivery through the use of computer aided software. This has made the AEC industry the pioneer or the lab rat for integrated project delivery which can be applied to any type of project, including urban design.
BIM request page
John Tolva, CTO of Chicago talks about “Code for America”
Lack of experience is presenting problems related to effective means and methods of integrating people to create a better end product. Integrating people is the challenge, but integration provides a combined intelligence that only advances a project.
“Two heads are better than one” -John Heywood
In the studio I want to apply integrated project delivery principles to urban design, using advances in information systems to create a better urban city quality of life.
The more data that is available the more tools decision makers will have. The best way to record data is through electronic means. Therefore the more people use technology the more data we will have.
- Pro Forma