Tag Archives: location analytics

Big Data: Keep it Simple, Keep it Small

Turning big data into knowledge is all about relevance and context

Big data may be all the rage these days, but it isn’t exactly new. In fact, Esri has been dealing with big data since the inception of digital mapping more than three decades ago.  When every contour, stream, street, rail line, park, building, or shoreline for the entire world is stored in an intelligent database, data doesn’t get much bigger than that.


Data as Big, Beautiful, and Living as the Earth

Back in 1992, Esri embarked on an ambitious campaign to create the very first seamless digital map and database of the whole world. This project—aptly named the Digital Chart of the World—converted paper maps of political boundaries, transportation lines, utilities, cultural landmarks, and more into a digital map product that could be viewed for the first time as something other than a pretty picture. In a world where CDs were still considered new and expensive storage media, and hard drives came in hundreds of megabytes, the 1.7 gigabyte database was not only huge, but it also challenged many computer specification and storage architectures. Continue reading

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A Safe Supply Chain is All about Where

Location analytics gives global manufacturers new visibility into each stop on the way to the shopper

When pork was found in Ikea’s moose lasagna in Europe, as you can imagine, this had significant ramifications with both the Jewish and Islamic communities.

Cadbury suffered a major brand debacle because swine DNA was found in candy bars for sale in Malaysia—a predominantly Muslim nation.

Then of course, the yuck factor, otherwise known as food fraud: horsemeat in beef products throughout Europe, the fact that most of the olive oil, honey, and maple syrup is not what it says it is.

What if we could see every touch point and monitor all the processes that are necessary at this vast global scale to get that chicken nugget safely from a meat packing plant to your toddler’s table? Continue reading

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From Bricks to Clicks: How Location Intelligence is Changing Retail

Location analytics helps retailers breathe new life into old strategies. 

Online shopping is well understood. We don’t only know how many people visit an online retail site. We also know that changing the size of a picture by a few pixels will generate more sales. We can even see if online shopping carts have been abandoned, what items people have viewed, and how long visitors have stayed on a page to calculate their interest in buying a product.

But when it comes to knowing how many people shop at a physical store, traditionally we scratch our heads. We’ve been trying to figure out those details for more than a hundred years. And don’t get me started on “dark shoppers”—customers that visit a store but don’t purchase. Unlike online shoppers, “dark shoppers” don’t leave an activity trail. There’s been a lot of talk about how in-store beacons will change this, but the jury’s out on how shoppers will respond. Continue reading

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Big Data—A Banking Boom or Bust?

Location-based insight

Business data is growing at such a rate that many organizations can become overwhelmed by the big data problem. A recent McKinsey, IDC, and Department of Labor Statistics analysis [PDF] of data in business found that financial/securities organizations have 3.8 petabytes per firm—that’s more than 400 million gigabytes, or about 12.5 million iPads, per company! Banking comes in a distant second with 1.9 PB. This puts big data found in financial services companies into perspective since this is even greater than most communications and media companies’ average of 1.8 PB. Continue reading

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Retail GIS—Localization, Not Just Location

The importance of knowing your neighbor

Dorothy, this isn’t Kansas anymore. It could be Anytown, USA. On my last trip to Kansas, it wasn’t the wheat fields or flatness that amazed me but the repetitive retail landscape. It seemed that every town was a clone of the one I had just left—the same restaurant chains, grocers, drugstores, and general merchants. Was it an unholy alliance? Had real estate developers, government, and retailers reached perfect agreement on what every town needed and limited the choice to a small menu of options? However, the more I looked, the more I found exceptions. The harder I tried to quantify the way towns were similar to each other, the more I noticed the differences and came away knowing that local flavors dominate. Continue reading

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Geography Can Provide Better Banking Services

Our Failed Financial Institutions Need to Meet Their Community Covenant

We dodged a bullet. The global economic meltdown, which saw 140 banking organizations closed in the U.S. in 2009, has affected every industry and sector of life. Governments spent billions trying to correct systemic failures that began with the subprime mortgage crisis and led to a vicious cycle of reduced credit, business bankruptcy, and soaring unemployment. A 1930s-style depression was avoided at great cost to our public and private financial systems, but it could have been much worse. Continue reading

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