use
Windows only: Free application Tableau Public creates beautiful visualizations from your data and lets you publish them to the web, where users can interact with your charts and graphs with live updates.
The video above provides a great overview of how the tool works. Essentially, you import your data into the desktop Windows application, then play around with different charts, graphs, or other options until you find the visualization or visualizations that best fit your data. When you’re happy with what you’ve put together, you can save the outcome to the web, which uploads the charts to the Tableau Public servers. From there you can embed it on any web page YouTube-style), and users can drill down into the data to their heart’s content.
Here’s an example of Tableau Public in action from a post on the Wall Street Journal:
Tableau Public is a free download for Windows, and looks like a great tool to try out next time you’re looking to make your otherwise boring data come to life. Update: Somehow I managed to miss the fact that Tableau Public is only free on a trial basis; its actual price tag is extremely hefty. (Though if you’re a student you can get it for as little as $69.)
Double Update: Actually, looks like Tableau Public is free after all! Straight from the horse’s mouth:
“People can download the free tool and publish their visualizations of their data for free. Tableau Public includes a free desktop product that you can download and use to publish interactive data visualizations to the web. The Tableau Public desktop saves work to the Tableau Public web servers – nothing is saved locally on your computer. All data saved to Tableau Public will be accessible by everyone on the internet, so be sure to work only with [publicly] available (and appropriate) data.
When people want to analyze their private or confidential data (particularly data in data warehouses and other large databases), then they may want to consider our commercial products.”
the American phone subsidy model is a RAZR way of thinking in an iPhone world
Source: http://www.engadget.com/2010/02/23/editorial-the-american-phone-subsidy-model-is-a-razr-way-of-thi/
The concept is simple enough — pay more, get more. So it has gone (historically, anyway) with phone subsidies in this part of the world, a system that has served us admirably for well over a decade. It made sense, and although it was never spelled out at the customer service counter quite as clearly as any of us would’ve liked, it was fairly straightforward to understand: you bought a phone on a multi-dimensional sliding scale of attractiveness, functionality, and novelty. By and large, there was a pricing scale that matched up with it one-to-one. You understood that if you wanted a color external display, a megapixel camera, or MP3 playback, you’d pay a few more dollars, and you also understood that you could knock a couple hundred dollars off of that number by signing up to a two-year contract. In exchange for a guaranteed revenue stream, your carrier’s willing to throw you a few bucks off a handset — a square deal, all things considered. So why’s the FCC in a tizzy, and how can we make it better?
Editorial: the American phone subsidy model is a RAZR way of thinking in an iPhone world originally appeared on Engadget on Tue, 23 Feb 2010 20:00:00 EST. Please see our terms for use of feeds.
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Inside Google’s Secret Search Algorithm
Source: http://feeds.gawker.com/~r/gizmodo/full/~3/zzkIcilnJp4/inside-googles-secret-search-algorithm
Wired’s Steven Levy takes us inside the “algorithm that rules the web“—Google’s search algorithm, of course—and if you use Google, it’s kind of a must-read. PageRank? That’s so 1997.
It’s known that Google constantly updates the algorithm, with 550 improvements this year—to deliver smarter results and weed out the crap—but there are a few major updates in its history that have significantly altered Google’s search, distilled in a helpful chart in the Wired piece. For instance, in 2001, they completely rewrote the algorithm; in 2003, they added local connectivity analysis; in 2005, results got personal; and most recently, they’ve added in real-time search for Twitter and blog posts.
The sum of everything Google’s worked on—the quest to understand what you mean, not what you say—can be boiled down to this:
This is the hard-won realization from inside the Google search engine, culled from the data generated by billions of searches: a rock is a rock. It’s also a stone, and it could be a boulder. Spell it “rokc” and it’s still a rock. But put “little” in front of it and it’s the capital of Arkansas. Which is not an ark. Unless Noah is around. “The holy grail of search is to understand what the user wants,” Singhal says. “Then you are not matching words; you are actually trying to match meaning.”
Oh, and by the way, you’re a guinea pig every time you search for something, if you hadn’t guessed as much already. Google engineer Patrick Riley tells Levy, “On most Google queries, you’re actually in multiple control or experimental groups simultaneously.” It lets them constantly experiment on a smaller scale—even if they’re only conducting a particular experiment on .001 percent of queries, that’s a lot of data.
Be sure to check out the whole piece, it’s ridiculously fascinating, and borders on self-knowledge, given how much we all use Google (sorry, Bing). [Wired, Sweet graphic by Wired's Mauricio Alejo]
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Apple, Android, and RIM winners in 2009 smartphone growth, Nokia and Symbian still dominate
Source: http://www.engadget.com/2010/02/23/gartner-apple-android-and-rim-winners-in-2009-smartphone-os-g/
Gartner just released its annual numbers for worldwide mobile phone sales to end users in the year known as two thousand nine. Looking at smartphone OS market share alone, Gartner shows the iPhone OS, Android, and RIM making the biggest gains (up 6.2%, 3.4%, and 3.3% from 2008, respectively) at the expense of Windows Mobile (down 3.1%) and Symbian (down 5.5%). Although Gartner says that Symbian “has become uncompetitive in recent years,” (ouch) it concedes that market share is still strong especially for Nokia; something backed up by Nokia’s Q4 financials and reported quarterly smartphone growth of 5%. Regarding total handsets of all classifications sold, Nokia continues to dominate with 36.4% of all sales to end users (a 2.2% loss from 2008) while Samsung and LG continue to climb at the expense of Motorola (dropping from 7.6% to 4.5% of worldwide sales in 2009) and Sony Ericsson. See that table after the break or hit up the source for the full report.
Gartner: Apple, Android, and RIM winners in 2009 smartphone growth, Nokia and Symbian still dominate originally appeared on Engadget on Tue, 23 Feb 2010 05:05:00 EST. Please see our terms for use of feeds.
Windows Mobile’s Incredible Death Spiral
Source: http://feeds.gawker.com/~r/gizmodo/full/~3/YplxNHBy8r0/windows-mobiles-incredible-death-spiral
Before Windows Phone 7 was even an embryo of a concept, Windows Mobile was king: It powered nearly half of smartphones in use, a led the industry in features. Then, in 2007, things started to go wrong. Very, very wrong.
Silicon Alley Insider has charted Windows Mobile’s platform share, which is to say the proportion of users who were using it at a given time, over the last four years. For showing decline, figures like these are more telling than sales—they mean that, for years now, people haven’t been buying Windows Mobile phones nearly as fast as they’ve been ditching them.
More interesting than what it shows is what it projects: Windows Mobile 6.x phones have been collectively kneecapped by Microsoft’s announcement yesterday, and rendered spectacularly unbuyable outside of enterprise circles. In other words, that line—the one that dragged down past RIM in 2008, and that dropped past Apple last year—is going to keep plunging for the rest of this year, until Windows Phone 7 tries to haul it back up. And until then, it’s only going to get steeper. [Silicon Alley Insider]
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Aardvark Publishes A Research Paper Offering Unprecedented Insights Into Social Search
Source: http://feedproxy.google.com/~r/Techcrunch/~3/IMDRrISRf-8/
In 1998, Larry Page and Sergey Brin published a paper[PDF] titled Anatomy of a Large-Scale Hypertextual Search Engine, in which they outlined the core technology behind Google and the theory behind PageRank. Now, twelve years after that paper was published, the team behind social search engine Aardvark has drafted its own research paper that looks at the social side of search. Dubbed Anatomy of a Large-Scale Social Search Engine, the paper has just been accepted to WWW2010, the same conference where the classic Google paper was published.
Aardvark will be posting the paper in its entirety on its official blog at 9 AM PST, and they gave us the chance to take a sneak peek at it. It’s an interesting read to say the least, outlining some of the fundamental principles that could turn Aardvark and other social search engines into powerful complements to Google and its ilk. The paper likens Aardvark to a ‘Village’ search model, where answers come from the people in your social network; Google is part of ‘Library’ search, where the answers lie in already-written texts. The paper is well worth reading in its entirety (and most of it is pretty accessible), but here are some key points:
- On traditional search engines like Google, the ‘long-tail’ of information can be acquired with the use of very thorough crawlers. With Aardvark, a breadth of knowledge is totally reliant on how many knowledgeable users are on the service. This leads Aardvark to conclude that “the strategy for increasing the knowledge base of Aardvark crucially involves creating a good experience for users so that they remain active and are inclined to invite their friends”. This will likely be one of Aardvark’s greatest challenges.
- Beyond asking you about the topics you’re most familiar with, Aardvark will actually look at your past blog posts, existing online profiles, and tweets to identify what topics you know about.
- If you seem to know about a topic and your friends do too, the system assumes you’re more knowledgeable than if you were the only one in a group of friends to know about that topic.
- Aardvark concludes that while the amount of trust users place in information on engines like Google is related to a source website’s authority, the amount they trust a source on Aardvark is based on intimacy, and how they’re connected to the person giving them information
- Some parts of the search process are actually easier for Aardvark’s technology than they are for traditional search engines. On Google, when you type in a query, the engine has to pair you up with exact websites that hold the answer to your query. On Aardvark, it only has to pair you with a person who knows about the topic — it doesn’t have to worry about actually finding the answer, and can be more flexible with how the query is worded.
- As of October 2009, Aardvark had 90,361 users, of whom 55.9% had created content (asked or answered a question). The site’s average query volume was 3,167.2 questions per day, with the median active user asking 3.1 questions per month. Interestingly, mobile users are more active than desktop users. The Aardvark team attributes this to users wanting quick, short answers on their phones without having to dig for anything. They also think people are more used to using more natural language patterns on their phones.
- The average query length was 18.6 words (median of 13) versus 2.2-2.9 words on a standard search engine. Some of this difference comes from the more natural language people use (with words like “a”, “the”, and “if”). It’s also because people tend to add more context to their queries, with the knowledge that it will be read by a human and will likely lead to a better answer.
- 98.1% of questions asked on Aardvark were unique, compared with between 57 and 63% on traditional search engines.
- 87.7% of questions submitted were answered, and nearly 60% of them were answered within 10 minutes. The median answering time was 6 minutes and 37 seconds, with the average question receiving two answers. 70.4% of answers were deemed to be ‘good’, with 14.1% as ‘OK’ and 15.5% were rated as bad.
- 86.7% of Aardvark users had been asked by Aardvark to answer a question, of whom 70% actually looked at the question and 38% could answer. 50% of all members had answered a question (including 75% of all users who had ever actually interacted with the site), though 20% of users accounted for 85% of answers.
Doing Social Marketing in Pharma and other Heavily Regulated Industries
http://bit.ly/3XsK5j
Excerpt:
Conventional wisdom would probably say that social marketing is impossible in industries like financial services, pharmaceutical, and healthcare due to heavy regulations and requirements for disclosure. More specifically, in the pharmaceutical industry there exists a regulation that requires companies to report “adverse events” to the Federal Drug Administration within 72 hours of “hearing” it. At first glance, this single regulation could render most forms of online marketing — which are based on two-way communications — to be out of bounds; especially social media, where people talk online.
Thanks for all the RTs and Comments:
ZnaTrainerRT @AlexSchleber: Great, thoughtful post,applies to all SMM: How to Do Social Marketing in Heavily Regulated Industrieshttp://bit.ly/5wmOdz
AlexSchleberGreat, thoughtful post, applies to all SMM: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/5wmOdz
jpoloObserving: “How to Do Social Marketing in Heavily Regulated Industries – “, http://bit.ly/5W350A
TBMarketingBuzzRT @helkhoury: How to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
ArnieKHow to Do Social Marketing in Heavily Regulated Industries – good article & discussion: http://ow.ly/IKzV
DowntownWomanRT @alevit: RT @helkhoury: How to do Social Marketing in Heavily Regulated Industries – ClickZ:http://www.clickz.com/3635397 via @addthis
alevitRT @helkhoury: How to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
360VANTAGEHow to Do Social Marketing in Heavily Regulated Industries - http://ow.ly/JpIK
360CEOHow to Do Social Marketing in Heavily Regulated Industries - http://ow.ly/JpIp
managementsushiRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries.http://j.mp/6CVT9r #hcsmeu #fdasm
agDesignNetworkRT @HealthIntel: Pharma: Socializing in a Straightjacket-Players tiptoe into social media http://j.mp/6CVT9r #fdasm #hcsm
heldincontemptRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries.http://j.mp/6CVT9r #hcsmeu #fdasm
HealthIntelPharma: Socializing in a Straightjacket- Players tiptoe into social media http://j.mp/6CVT9r #fdasm #hcsm
jorge_acostaHow to Do Social Marketing in Heavily Regulated Industries http://ow.ly/Jh8c (via @HSM_Mexico ) #smcmx
ericgilbertsenGood article, better discussion on Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
IdeagorasRT @DaphneLeigh: Reading: Doing social media in regulated industries. http://j.mp/6CVT9r (via @healthintel) #hcsm #fdasm #hcmktg #hcsmeu
armseligHow to Do Social #Marketing in Heavily Regulated Industries | ClickZ | #socialweb #corporate #pr http://j.mp/7okG8m
andrewspongRT @DaphneLeigh: Reading: Doing social media in regulated industries. http://j.mp/6CVT9r (via @healthintel) #hcsm #fdasm #hcmktg #hcsmeu
DaphneLeighReading: Doing social media in regulated industries. http://j.mp/6CVT9r (via @healthintel) #hcsm #fdasm #hcmktg #hcsmeu
blogaceuticsRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r
bobharrellRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r#hcsm #fdas …
NovaChelsRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r#hcsm #fdasm
lenstarnesRT @whydotpharma: Must read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r#hcsm #fdas …
whydotpharmaMust read! RT @HealthIntel: How to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r #hcsm #fdasm #hcsmeu
HealthIntelHow to Do Social Marketing in Heavily Regulated Industries. http://j.mp/6CVT9r #hcsm #fdasm #hcmktg
TBMarketingBuzzRT @tweetreports: Must Read: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/6rR66k #socialmedia
kristofcreativeRT @tweetreports: Must Read: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/6rR66k #socialmedia
tweetreportsMust Read: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/6rR66k #socialmedia
helkhouryHow to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
twittinvestorReading: How to do social media in heaviliy regulated industries http://bit.ly/7fO8ew #ir #pr #finance
EvertJanKoningvery interesting dicussion on social web for complex organisations: http://www.clickz.com/3635397
SteveBurdettRT: @marketingwizdom How to Do Social Marketing in Heavily Regulated Industries like financial services – ClickZhttp://ow.ly/IP8U
achimbrueckHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD #financial #healthcare #pharmaceutical RT@ChernoJobatey
SarahWPFRT @marketingwizdom: How to Do Social Marketing in Heavily Regulated Industries – ClickZ http://ow.ly/IP8U
JeinspaennerHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD RT@ChernoJobatey
marketingwizdomHow to Do Social Marketing in Heavily Regulated Industries – ClickZ http://ow.ly/IP8U
orhanogutHow to Do Social Marketing in Heavily Regulated Industries http://www.clickz.com/3635397
JobateyHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD
KerstinvonAppenHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD
ChernoJobateyHow to Do Social #Marketing in Heavily Regulated Industries http://bit.ly/7SRkOD
PauliASLue tämä jos et työskentele mediassa : Do Social Marketing in Heavily Regulated Industries: http://www.clickz.com/3635397 via @addthis
fredomartinRT @working_arts: Social marketing is about being a reliable source others have vetted & agree is trustworthy/accuratehttp://bit.ly/7FOjJ1
working_artsSocial marketing is about being a reliable source of information others have vetted & agree is trustworthy & accuratehttp://bit.ly/7FOjJ1
working_artsHow to Do Social Marketing in Heavily Regulated Industries - http://bit.ly/7FOjJ1
IndigoDirectHow to Do Social Marketing in Heavily Regulated Industries - http://www.clickz.com/3635397
ljlynchFinancial planners & others who think that regulations prevent their participation social media need to read this article. http://ow.ly/IKgO
JonSherman121How to do Social Media in Heavily Regulated Industries http://ow.ly/IH75 #socialmedia
TVGnetworkHow to Do Social Marketing in Heavily Regulated Industries http://bit.ly/4NkCgU
darknebrijoDo you work in a heavily regulated industry and find it hard to do social media marketing? A few tips here.http://www.clickz.com/3635397
wweidendorfHow to do Social Media Marketing in Heavily Regulated Industries - http://www.clickz.com/3635397
Activ8IncHow to do social media in heaviliy regulated industries http://www.clickz.com/3635397 http://bit.ly/4xis5A
LakeCountyEGRHow to Do Social Marketing in Heavily Regulated Industries – ClickZ http://ow.ly/IF0M
rpvegaRT @HSM_Mexico: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/7jtVaT // IS NOT ABOUT REACH ! =)
miwchriscarrionHow to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397 via @addthis
PatriotonlineRT @HSM_Mexico: How to Do Social Marketing in Heavily Regulated Industries http://www.clickz.com/3635397
HSM_MexicoHow to Do Social Marketing in Heavily Regulated Industries http://www.clickz.com/3635397
jellsworthFighting resistance to SM marketing in a regulated industry like pharm or financial? Social may be your ONLY option.http://ow.ly/Ahx8
Steve_GorgesAugustine Fou’s How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/1gey14
xtrememarketerHow to Do Social Marketing in Heavily Regulated Industries http://bit.ly/2dAcjC
SunSweptRT @glenngabe: How to Do Social Marketing in Heavily Regulated Industries http://bit.ly/1lmtq5 via @acfou – interesting comments Augustine
glenngabeHow to Do Social Marketing in Heavily Regulated Industries http://bit.ly/1lmtq5 via @acfou – some interesting comments taking on Augustine
MonetizeMyLifeHow to Do Social Marketing in Heavily Regulated Industries - http://su.pr/1m6bp4
snd7RT @domain7: Good challenge – how to to use social media for heavily regulated industries: http://bit.ly/2HznSn – JE
domain7Good challenge – how to to use social media for heavily regulated industries: http://bit.ly/2HznSn – JE
ankushagarwalHow to Do Social Marketing in Heavily Regulated Industries - http://tr.im/CNvj
crown168分享 http://www.clickz.com/3635397 (How to Do Social Marketing in Heavily Regulated Industries) http://plurk.com/p/2ddtqg
FbecerrilHow to Do Social Marketing in Heavily Regulated Industries http://bit.ly/2eNYFf
CollinsCompanySocial marketing in Heavily Regulated Industries. Good article! http://www.clickz.com/3635397
zaifmandHow to Do Social Marketing in Heavily Regulated Industries – ClickZ: http://www.clickz.com/3635397
OutOfTheBoxMXSocial Media: How to Do Social Marketing in Heavily Regulated Industries great article http://bit.ly/1gey14
emELLemjOEDoing Social Marketing in Pharma and other Heavily Regulated Industries: http://bit.ly/3XsK5j Excerpt: Conventi..http://bit.ly/Uo326
acfouSome are arguing that pharma should stay out of social marketing altogether (i.e. bury its head in the dirt?) - http://bit.ly/3XsK5j
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