March 1, 2011
Internet Startups: 2 Data

  1. With all the data available to us today, very few decisions should be based on faith. 
  2. Look for industries where data is fragmented and needs aggregation.
  3. (a) Find the decisions and actions that your business has to take. (b) Then find the answers based on which you can take those decisions and actions. (c) Then design your information system to get those answers.
  4. Get data from people & give them something useful in return (Think Google’s services). Data is the currency that runs businesses.
  5. “tackling Big Data will determine the winners and losers in the next wave of cloud computing innovation.” - A GigaOm article.
  6. Data can provide defensibility (Ex, Groupon’s future direction) by acting as a source of customization, uniqueness, innovation, etc.
  7. Data can be used as a marketing tool: OKTrends, Admob Mobile Metrics.

Data Opportunities

  1. Infrastructure - Serve the infrastructural needs of big data. For example, storage, management and security of data in cloud-based systems. Ex, Imperva.
  2. Capture – Collect data more efficiently, cheaply, or from new sources. Ex, Google Analytics.
  3. Structure – Translate and structure data for use / analysis.
  4. Analysis – Extract meaningful information from data that help customers in making important decisions. Future opportunities lie in predictive analysis. Ex, Netflix recommendations.
  5. Visualization – Present data in a simple and friendly way. Ex, Hipmunk, Flipboard.
  6. Real-time – Use real-time data to remove inefficiency and unreliability. Ex, Echo.

6:06pm
Filed under: mba internet startups data 
February 8, 2011

Presentation of Data

Data in itself is never enough. For it to become useful, it needs to be analyzed and then communicated clearly and effectively through visual means. Balancing the aesthetic form and providing key insights using data is often very hard. But, there are some good examples of effective visualization of data that can help us get better at it.

The flight data that Hipmunk provides is already available from other sites. It’s how Hipmunk shows that data in a more meaningful way that makes the site very useful.

Here is a great video by Professor Hans Rosling talking about a topic that may not sound very exciting to most (life expectancy), but his use of the data not only makes the video interesting, it also makes the information memorable.

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