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Beth Schultz

Color Me Stupid About Customer Loyalty

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GlennStrycker
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Prospector
null values are still information
GlennStrycker   9/24/2013 1:25:41 PM
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Even if the company truly respects your wishes to not give your birth year (and they don't use the additional information you gave to look it up), even having a null value can be used predictively.  By not giving your age, you are in a highly biased sample segment, and this alone can be used predictively.

Pierre DeBois
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Blogger
Re: null values are still information
Pierre DeBois   9/24/2013 1:46:07 PM
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I like Beth's wording about the customer journey, and how their perception of a data request is related to their journey.  People certainly don't mind someone knowing their age if the information makes sense (the right Robotussin - adult vs kids, for example) and if the agent asking for the information can be trusted.  That last part plays a role in customer service success. Beth highlights yet another factor in how data becomes a big data factor. 

BethSchultz
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Blogger
Re: null values are still information
BethSchultz   9/24/2013 4:21:45 PM
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Thanks Pierre, but I don't want to be taking credit for the journey bit. I like that description too, and we have to give credit where it's due... which is with Wilson Raj.

David Loshin
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Blogger
Customer Loyalty
David Loshin   9/24/2013 5:15:52 PM
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Of course, with your name and the state where you live, they can match you against databses like the ones used by data list companies (you know who they are) and easily match the month and date to get the year. But of course the clerk does not really care - she is only incentivized to ask for the data.

Nonetheless, what is the price at which you are willing to sell your private data? Recently my 15-yr old was enticed to fill out a form at a donut shop offering a free donut in return for joining the email fan club. I told her that her private email address was worth more than just a donut.

BethSchultz
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Blogger
Re: null values are still information
BethSchultz   9/25/2013 8:13:49 AM
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You make a great point about the use of null values. But I don't think that's what's going on in this case since it wasn't that I opted not to give my birth year but that the retailer didn't  ask me to provide it. You make me wonder, though, if it did ask for birth year and I had opted out of providing that information would I have then been placed in a highly biased sample segment, per your suggestion, AND placed in an approximate age category by the cashier, AND/OR targeted specifically by age through data mining of other sources? Yikes.

Phoenix
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Data Doctor
Re: null values are still information
Phoenix   9/25/2013 1:52:08 PM
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@Beth I would have signed in to the loyalty programme too. If you are planning to buy this expensive shampoo in the long run it would be prudent to be a part if the loyalty programme they have. They might even promote other products at a discount.

BethSchultz
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Blogger
Re: null values are still information
BethSchultz   9/25/2013 3:28:32 PM
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I think so. But it does mean that I'll have to suffer through marketing campaigns that don't interest me whatsoever. Just yesterday, for example, I received an email with a discount offer on salon services there. But I have no intention of getting my hair done at the beauty retailers. If the retailer knew me a little better, it'd know this. ;-)

 

BethK
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Prospector
Birthday
BethK   9/24/2013 1:34:07 PM
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While the retailier would love as much personal information as you are willing to provide, my guess is your birth month and day will be used to email a discount coupon to you on your birthday next year. Happy Day!

BethSchultz
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Blogger
Re: Birthday
BethSchultz   9/24/2013 1:50:20 PM
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I'll be waiting!

Ariella
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Blogger
Re: Birthday
Ariella   9/24/2013 10:10:02 PM
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@Beth I have a Banana Republic Visa card. It does offer me birthday bonuses of $15 to be used toward purchases. I also noticed that it has some kind of verification system tied to the birthdate. When customers use it for purchases, the cashiers ask for the driver's license. They don't do this to match the person with the photo ID but only for the expiration date (I know that's all they are concerned with  because I recently placed an order via phone in a store for an item that was out of stock in my local store and online). In NY, driver's licenses always expire on a person's birthday (so you'll remember when you need to renew). 

Phoenix
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Data Doctor
Re: Birthday
Phoenix   9/25/2013 1:56:04 PM
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It does look like sales agents are reluctant to ask for a customers age. in fact during a marketing call I received today when they asked for the age they said,' I assume you are over the age of twenty three.' Why twenty three? It looks like they are going out of their way not to offend people specially ladies when they ask for the age.

Michael Steinhart
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Blogger
Re: Birthday
Michael Steinhart   9/24/2013 5:29:30 PM
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I agree with you, BethK. Sending you a birthday card is one way to increase affinity. But they probably are using more sophisticated data-mining tools to get at your birth year, too, and there's not much you can do about it. Are there other companies that specifically don't?

kq4ym
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Data Doctor
Price Loyalty
kq4ym   9/25/2013 8:12:59 AM
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I don't think any manufacturer or retailer could snag me other than on price. There's not too many products I'll be "loyal" too unless their pricing is attractive. So I wonder how many are out there that behave likewise, no brand loyalty, but very attentive to the best price for comparable products?

BethSchultz
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Blogger
Re: Price Loyalty
BethSchultz   9/25/2013 8:20:07 AM
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Ah, I would suspect quite a few of your fellow shoppers are exactly like you -- and that's exactly why retailers like Walmart and, more recently, Albertson's, have done away with their customer loyalty card programs and instead market themselves on value pricing alone. 

SaneIT
User Rank
Data Doctor
Re: Birthday
SaneIT   9/25/2013 8:02:15 AM
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Yes the month and day will likely be used to send promotions on her birthday but I also suspect that they will determine her birth year at a later date or that they only really want a rough guess in instances like this.  I've run into cashiers who admit that they don't need all of the information and that they have been instructed to put in their best guess if a customer won't answer a specific question.  I got into an argument with a cashier who was pumping my 10 year old daughter for information in a store while she was spending her allowance.  I had to have a talk with my daughter later about not handing out information to strangers.

Ariella
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Blogger
Re: Birthday
Ariella   9/25/2013 2:51:24 PM
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@SaneI wow, you probably could have had a talk with the pumper. I'd think that the privacy protection inherent in COPPA should extend to real life info collection of that sort.

SaneIT
User Rank
Data Doctor
Re: Birthday
SaneIT   9/26/2013 7:19:30 AM
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The girl behind the counter was dazed to say the least when I told her my daughter wouldn't be giving her any personal information. There were a couple times where she said "I just need her email address" and I replied that my kids don't hand out personal information to people that they don't know.  It was awkward and she was a bit confrontational, it really made me not want to take my girls back there again but I understand that this was probably part of a procedure that she didn't really understand and she was just doing what she was told to do.

chapAnjou
User Rank
Prospector
Re: Birthday
chapAnjou   9/27/2013 4:03:49 PM
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" It was awkward and she was a bit confrontational, it really made me not want to take my girls back there again but I understand that this was probably part of a procedure that she didn't really understand and she was just doing what she was told to do."

@SaneIT,

I think you're right for not wanting to take your girls back there.  Sure, the girl was just doing her job but any kind of confrontational attitude is simply not acceptable.  It sounds to me like the company needs to do a better job of training their employees on how to handle a customer's refusal to give information.  Actually, this is something that every single company should be doing.

Ariella
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Blogger
Re: Birthday
Ariella   9/28/2013 8:11:15 PM
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@SaneIT that store is just looking for a lawsuit if that's they way they go about things. Really, while you can probably get away with nagging your adult customers for information like that, I'm absolutely certain it is illegal to try to draw such information out of children under 13 without parental consent.

SaneIT
User Rank
Data Doctor
Re: Birthday
SaneIT   9/30/2013 7:17:29 AM
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I'm not sure what the legality is but I assumed they could just claim ignorance and skate by if someone confronted them.  My girls love the store so it's hard to tell them we're never going back.  We actually talked about going back to they can spend some allowance money and the first thing from the younger one was "if they ask me for my email address I'm going to give them a fake one".  I had to laugh then let her know that she can just tell them she doesn't have an email address.

Ariella
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Blogger
Re: Birthday
Ariella   9/30/2013 8:54:01 AM
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@SaneIT yes, and she could also offer this URL http://www.coppa.org/comply.htm

SaneIT
User Rank
Data Doctor
Re: Birthday
SaneIT   10/1/2013 7:32:59 AM
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That covers information collected online but what about face to face collection of data?  Is consent by the parent implied if I'm standing there next to my child letting them blurt out every piece or information they are asked for?

 

Ariella
User Rank
Blogger
Re: Birthday
Ariella   10/1/2013 9:33:08 AM
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@SaneIT Once they ask for an email for the child, they already seem to be crossing over in the online guidelines. I receive emails from K'nex and other companies every time they send something or receive something from my kid online, including signing up for emails. They specify that they do this to comply with COPPA regulations. 

SaneIT
User Rank
Data Doctor
Re: Birthday
SaneIT   10/2/2013 7:22:18 AM
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I get emails from sites that my kids have accounts on to play games, like Lego and Webkinz for the initial setup of their account to be sure they are allowed to do so but I've never seen a follow up or an email saying that they are sending my kids in game messages which they do on birthdays for example. Would this be outside the rules of COPPA?

Ariella
User Rank
Blogger
Re: Birthday
Ariella   10/2/2013 10:53:02 AM
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@SaneIT Perhaps once they inform you that your kid has signed up and get a genral permission for particular types of email, they don't have to send a copy each time. My youngest actually doesn't have her own email, so she puts down my gmail account for herself and my verizon one as the parent one. So I do end up seeing all her emails anyway.

mavka
User Rank
Prospector
Re: Birthday
mavka   11/11/2013 2:53:14 PM
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In my last two engagements, we discovered that customer age quickly became less relevant as the relationship matured. Purchase history and online behavior trump age-based treatment, at least in my limited experience. Some personas, for instance the "benevolent grandparent" as we came to call it, aren't treated well using customer age. Valuable personas have behavioral signatures that often defy age. After two or three shopping or purchasing experiences, digging up a birth year just wasn't helpful. Sure, we could correlate with this or that additional database, but the juice wasn't worth the squeeze, as they say. We did try to collect the birth day to send out a personalized coupon, and we told the customer up front that was the reason we didn't want the birth year.

Is anyone getting much use from the birth year?

Apollo
User Rank
Prospector
confusion -loyalty cards vs loyalty value
Apollo   9/24/2013 9:14:24 PM
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I specialize in Business Analytics with an enphasis on decision support systems to create or tighten corporate strategy.

My comment may have been addressed though I want to make the topic clear from an analytics point of view.

I often encounter conversations relating transactional data to "loyalty" cards. Tracking transactions via a card with a unique ID is technically not a means to track loyalty. This method tracks product purchase patterns to create up/cross sells programs via market basket analyses. As well as potentially helps calculate the customer life cycle and purchase pattern cycles. Bottom line I beleive the name of the card has been misleading, it's not a loyalty card, it's more of a tracking device to better serve the customers purchase pattern.

My point is a Loyalty measurement and category assignment has been known to created more operational improvements and product selection to give the customer the option to become loyal.

Most of the information to measure loyalty is obtained from the shopper and customers. Either face-to-face or phone interviews, email surveys, custome panels,, etc. The voice of the customer VOC is the optimal metric.

The VOC to capture ranges from satisfaction, refferal, and most important the level of expectation vs. performance of the major facets for your business. Let's say we include store associate professionalism/attire, cleanliness of store, hours of operation, parking lot lighting, changing product tags during the mid-day of the last day of the promotion, associate product knowledge, out of stock, display presentation, manager response time, etc.

It appears this method may not apply to some retail but mainly should apply to most. And it also depends on executive support, resources, and budget.

After the VOC is gathered then metrics are calculated to identify the customers in the 3 buckets; advocacy (finds a particular specialty and shouts to the world), cognitive (particluar with product details and pricing, out of stock, really does the research), and overall retention (customer for convenience, and may or may not have a choice where to shop, or just feels comfortable and will not shop despite coupons from competitors).

The analysis will identify most important facet of the business that would address lower cost or an increase revenue. Affected areas can be operations/marketing/advertising/merchandising.

My opinion about retail preference pertains to the loyalty measurement, and really want to voice my opinion that the "loyalty card" does not always promote loyalty and may lead to picking lower margin products.

 

Here is a process that a shopper/customer probably follows:

Interest in a product

Perception

Intention

Expectation

Experience

Performance

Assessment

Satisfaction

Zero-Tolerance

and 3 degrees of Loyalty is created to identify categories for

Cognitive,

Advocacy, and

Retention cusomters.

I did enjoy the time,

Ken

http://www.linkedin.com/in/kennethrkrawczyk

Maryam@Impact
User Rank
Blogger
Loyalty and the perks
Maryam@Impact   9/25/2013 1:58:03 PM
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 Beth I guarantee you will get a birthday something from the retailer. It was my birthday this month and I got more free stuff than I can probably use! Also with your name and address the retailer can bounce your data against any number of public databases and it will append your age--sorry we can't hide from much anymore!

BethSchultz
User Rank
Blogger
Re: Loyalty and the perks
BethSchultz   9/25/2013 3:17:40 PM
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Free stuff, really free? I've received nice savings offers -- iike 40 percent off, say, my birthday purchase, but nothing actually free. And, I know, there's no hiding now!

Hospice_Houngbo
User Rank
Prospector
Re: Loyalty and the perks
Hospice_Houngbo   9/26/2013 12:33:32 PM
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@Beth,

Nothing is really free, but but a 40 percent discount might be a real deal depending of the actual price of the item. But discounts might just be a marketing strategy to make you buy more items.

BethSchultz
User Rank
Blogger
Re: Loyalty and the perks
BethSchultz   9/27/2013 11:40:06 AM
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That's true. There's so much cushion between the wholesale and retailer prices. But we as consumers are at their mercy!

Maryam@Impact
User Rank
Blogger
Re: Loyalty and the perks
Maryam@Impact   9/30/2013 10:47:26 AM
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Yes Beth actual free stuff. A local restaurant gave me a glass of champagne and dessert. I received $15 no strings attached from a vendor. Another gave me $10 no strings attached.

Granted I did get some emails with a birthday wish and nothing else--if you are listening Chicos don't bother next year! :) I would call that birthday spam!

 

BethSchultz
User Rank
Blogger
Re: Loyalty and the perks
BethSchultz   9/30/2013 1:15:37 PM
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@Maryam -- you definitely know how to pick a good loyalty program! I'm surprised Chico's doesn't offer a discount for your b-day. I wonder if it doesn't for any customer or whether you don't make the cut in terms of dollars spent there? I'm not a frequent Chico's shoppe; in fact, I've only been to the store once. But while there, I was absolutely flabberghasted by a woman next to me at the register. She was definitely a frequent shopper, but used one of the sales clerks there to do the shopping for her. She was returning some items and exchanging a few others for different sizes. Her receipt was probably two feet long. I kid you not. And I definitely got the impression that this was a regular occurence. I can't imagine Chico's not giving her a nice birthday discount!

 

ChrisHemedinger
User Rank
Prospector
Guessing age is easy if you have other info
ChrisHemedinger   9/26/2013 9:34:20 AM
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Most of my Facebook friends publish their birthday (month/day)...because those birthday messages are such a big part of the Facebook experience!

But many withhold the birth year from the public. I suppose that, like you, they are trying not to give up too much information.

But do you know what they do share? High school and college history, including name of institution and year graduated -- so they connect with their old school pals!  I wrote a Facebook app and SAS program that shows how easy it is to infer a birth year from this.

Also, public records can reveal this information.  In NC it's the law that voter registration records be available to the public in electronic format.  Up until just a few years ago you could actually download the voter rolls in Wake County in CSV, revealing name, districts, party affiliation and birthday.  It's a bit tighter now for the general public, but surely a marketer could find or purchase a list with similar information and combine it with what they've collected from you.

BethSchultz
User Rank
Blogger
Re: Guessing age is easy if you have other info
BethSchultz   9/26/2013 12:16:40 PM
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Chris -- I love that you created and shared the Facebook app and SAS program for inferring year from day and month. What do you think we're talking about here in terms of time involved to gather a customer's month and day of birth at POS and then either mine Facebook or a purchased or public database and use a program like the one you've created to get to a person's age? Is it worth a marketer's time and effort -- or only if there's a remarkedly compelling reason to get that info but not ask the person for it?

ChrisHemedinger
User Rank
Prospector
Re: Guessing age is easy if you have other info
ChrisHemedinger   9/26/2013 1:06:48 PM
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Beth - I'm not a marketer by trade, but here's what I think.  The best predictor of how a customer might respond to an offer is probably his/her past behavior -- the classic recency-frequency-monetary method of segmentation.  So if you can track behavior of a customer, regardless of demographic, that's probably most useful.  If you are looking for a YOB to help with segmentation, then I think you limit the effort to what's easy to get or to infer. (Did I buy Geritol versus baby diapers? Guess my age.).  If you are looking for specific birthday info for important promotions (as casinos do), then you better make sure the customer provided that info willingly, lest you creep them out completely.

BethSchultz
User Rank
Blogger
Re: Guessing age is easy if you have other info
BethSchultz   9/27/2013 11:35:31 AM
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Behavior tracking can go so wrong, though -- irritatingly so, I might say. I can't tell you how many mailed promotions I've gotten in the last year from Buy Buy Baby. I'm assuming this is because I've bought a few baby items during this period -- but all as gifts. I didn't actually purchase anything at Buy Buy Baby, but I have shopped at Bed, Bath & Beyond so I have to think the parent company must be doing some cross-referencing of some sort and maybe tapped into another purchasing database that had info on my baby-related purchases. I suppose I wouldn't be so irritated if I didn't know that the company could be using better analytics to optimize its marketing campaigns -- and save money in the process. 

SRS1
User Rank
Master Analyst
Customer Loyalty
SRS1   9/26/2013 2:08:12 PM
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It's difficult to resist large discounts when it's free and takes seconds to sign up for a customer loyalty program. Merchants can get use rewards and discounts to get customers to give out information they would otherwise not. 

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Michael Steinhart
Choosing a Big-Data Analytics Platform

2|19|14   |   31:53   |   (3) comments


The big-data analytics market can be a confusing place. Among the vendors vying for your dollars are traditional database management providers, Hadoop startup services, and IT giants. In this video, All Analytics editors Beth Schultz and Michael Steinhart sit down in a Google+ Hangout on Air with Doug Henschen, executive editor of InformationWeek. Henschen discusses use cases for big-data analytics, purchase considerations, and his recent roundup of the top 16 big-data analytics platforms.

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— Michael Steinhart, Circle me on Google+ Follow me on TwitterVisit my LinkedIn pageFriend me on Facebook, Executive Editor, AllAnalytics.com

Michael Steinhart
Keeping a Close Eye on Shoppers

2|13|14   |   02:14   |   (16) comments


At the National Retail Federation BIG Show last month, All Analytics executive editor Michael Steinhart noted a host of solutions for tracking and analyzing customer activity in retail stores. From Bluetooth beacons to RFID tags to NFC connections to video analytics, retailers must find the right combination of tools to help optimize the shopper experience, streamline operations, and boost revenues.

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— Michael Steinhart, Circle me on Google+ Follow me on TwitterVisit my LinkedIn pageFriend me on Facebook, Executive Editor, AllAnalytics.com

Michael Steinhart
Real-Time Demand Drives Forecasting

2|11|14   |   02:22   |   (1) comment


The days when historical shipment trends and gut feelings were enough to forecast retail demand accurately are long over. SAS chief industry consultant Charles Chase outlines the benefits of pulling real-time sales information from point-of-sale and product scanner systems, then flowing that data into dynamic forecasting tools from SAS.

— Michael Steinhart, Circle me on Google+ Follow me on TwitterVisit my LinkedIn pageFriend me on Facebook, Executive Editor, AllAnalytics.com

Videos
Intro to Visual Analytics

6|5|13   |   1:58   |   (0) comments


With today's advanced visual analytics tools, you can stream data into memory for real-time processing, provide users the ability to explore and manipulate the data, and bring your data to life for the business.
Videos
Visual Analytics, Instant Insight

5|16|13   |   2:06   |   (5) comments


Dynamic data visualizations let analysts and business users interact with the data, changing variables or drilling down into data points, and see results in a flash. Advance your use of data visualization with tools that support features like auto-charting, explanatory pop-ups, and mobile sharing.
Videos
Big Data, Fast Infrastructure

2|14|12   |   3:35   |   (6) comments


No doubt your enterprise is amassing loads of data for fact-based decision-making. Hand in hand with all that data comes big computational requirements. Can traditional IT infrastructure handle the increasing number and complexity of your analytical work? Probably not, which is why you need a backend rethink. Big data calls for a high-performance analytics infrastructure, as Fern Halper, a partner at the IT consulting and research firm, Hurwitz & Associates, discusses here.
Videos
Red Hot Analytics

1|10|12   |   3:51   |   (9) comments


Redbox's bright-red DVD kiosks are all but ubiquitous these days, located in more than 28,000 spots across the country. Jayson Tipp, Redbox VP of Analytics and CRM, provides an insider's look at how the company has accomplished its phenomenal nine-year growth.
Videos
Hotelier Checks In With Analytics

12|14|11   |   06:55   |   (11) comments


InterContinental Hotels Group (IHG), a seven-brand global hotelier, has woven analytics into the fabric of its operations. David Schmitt, director of performance strategy and planning, shares IHG's analytics story and his lessons learned.