Playground Tips: Homing In On The 1,000 Days Chart

Based on over 1,000 days of historical social data, PeopleBrowsr’s Playground is the most powerful social analytics platform available today.  With this depth of data, it’s crucial to have visualizations that easily guide your eye to important spikes in activity.

Playground’s 1,000 Days Chart, part of Search at http://rs.peoplebrowsr.com, lets you view over three years of conversations about any keyword or hashtag at a glance.  It’s also simple to drill down to the conversations on any day.  Just click on any date to instantly view the conversations that were occuring on that day about your keyword of interest.

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TNW Names Playground & Kred ‘Most Useful of 2011′

The Next Web

A big thanks to The Next Web, which named Kred and PeopleBrowsr’s social analytics platform, Playground, as one of its ‘Most Useful Social Media Tools of 2011‘:

[Playground] is a social media analytics tool which includes 1,000 days of Twitter data at your disposal. Kred, from the same team, is an influence measurement tool that is provides a very transparent analysis of user activity. Both of these tool combined can make your life a helluva lot easier.

Have you tried Playground or Kred yet?  Kred is always free for everybody at http://kred.ly and Playground offers a free 14-day trial.  Click over today to our site and give it a shot.  We would love to hear your thoughts on our platform.

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Kred now integrated into Playground

This entry cross-posted at our Kred Blog

Kred influence and outreach measurement is now integrated into Playground, PeopleBrowsr’s social analytics platform. Playground users can now instantly identify people with high influence within interest-based communities, by location and more.

Playground is now the first end-to-end social analytics platform to build in influence measurement based on 1,000 days of collective intelligence.

Here are two ways that Kred is now part of Playground, with more to come:

One-Click Kredentials

A Kred badge is now placed next to every @name in the Engagement and Search applications. When clicked, the Kredentials window opens to reveal a full profile of that person drawn from our 1,000 day Datamine of posts. With a single click, Kredentials sifts through billions of tweets to gather essential information including their Kred score, Top Communities, Followers, Mention Count, Frequently Use Hashtags, Most Mentioned @Names and a word cloud of their most used keywords.

Kred Integration in PeopleBrowsr's Playground Engagement Center

On-The-Fly Kred Influence Filtering

Kred power is now integrated into Playground’s filter rules. Along with the ability to target by gender, sentiment, links and urgency, people mentioning a keyword can be filtered by their Kred Influence or Outreach Level. Use this feature to instantly pinpoint people talking about your brand or product with high influence.

Kred Filtering in PeopleBrowsr's Playground Search

Kred in Playground helps you engage with your true target audience and with the people that matter most. Best of all, it’s available to all our customers at no extra cost.  Log on today for a 14-day free trial!

For more information, tweet us at @peoplebrowsr or mail to contact@peoplebrowsr.com.

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Kred Influence: The 50,000 Foot View

This entry is cross-posted on our Kred Blog.

Transparency is one of Kred’s touchstones. We think its important that everybody be able to instantly understand how their scores are calculated and – more crucially – what they mean.

In our post yesterday, we discussed how we arrive at an Influence score. Here we’ll discuss the distribution of Kred Influence scores to provide a greater context for your score. After all, a score without context is like trying to understand whether a person is dressed appropriately without knowing the weather or the event they plan to attend.

Distribution of Kred Influence scores

To create context for Kred scores, we generated a report on the scores of people who have Kred Influence greater than 200. (We started at 200 because people above that score have a history of activity, connections and interactions.) We then divided everyone into ‘bands’ bounded by Influence scores of 50 [(201-250, 251-300... 951-1,000)] to build a distribution chart.

Note that all the Influence scores discussed here are for Global Kred, meaning for a user’s Influence across all of Twitter. Scores and distributions within interest-based Communities may vary.

Global Kred Influence Score Distribution

About 42% of the people in the group we analyzed have Kred Influence scores between 201 and 450, 37% between 451 and 600, and 21% of above 600. At the top end of the chart, only 0.1% have Global Kred over 800.

At this writing, fewer than 200 people have the maximum Global Kred Influence Score of 1,000. Yes, Justin Bieber is one of our 1,000-point scorers. Other people who are well known for their influence on Twitter, like Lady Gaga, Ashton Kutcher and Barack Obama, are close behind.

For quick reference, percentile ranks of Kred Influence scores are spelled out in the chart below.

Kred Influence Percentiles Chart

The charts in this post were created from our data on November 11, 2011. We anticipate that there will always be changes in how scores map to percentiles, though the basic shape of the chart will likely stay the same. We will continue to update on our data periodically.

What does this mean to you?

Our mission with Kred is to let anyone understand their influence and find people who are influential about their interests. By doing so, we hope that this enriches your social media experience.

If you feel that a score is incorrect, we are happy to audit your Kred any time. Just click on the ‘Request Score Audit’ at the bottom of any page on Kred.ly and we’ll be happy to review it.

Influence measurement is still in its early days; we think of it as the equivalent of DOS to today’s modern operating systems. We welcome your suggestions for improving Kred. If you have an idea or would like to suggest other studies of our data you would like to see, leave us a comment on this post or tweet us at @kred.

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How We Calculate Kred Influence

This entry is cross-posted on our Kred Blog.

One of our goals with Kred is to always be transparent. A great place to start is assuring that everyone can understand their score, how it got to be what it is, and what actions will increase it. In this post, we’ll reveal how actions produce Influence Points and how those points are assembled to generate Kred Influence.

Influence Points

Kred gives Influence Points every time there is an exchange that indicates someone inspired another person to take action: replying to them, mentioning them in a post, retweeting their content, or following them or their list.

Kred assigns 10 points for the most common actions like being @replied, retweeted or mentioned in a conversation. More points are given for events that have bigger impact, like having a message retweeted by someone with more than 10,000 followers.

Recent Activity with example of +25 Influence

How Influence Points Convert To Scores

Converting Influence Points To Kred Influence

After determining a person’s total Influence Points, Kred then translates them to a Kred Influence Score. Kred Influence is normalized on a 1,000 point scale, so the rate at which Influence points convert to an Influence score constantly changes as everyone in the social universe accrues points. The conversion rate varies within each interest-based community and changes over time as community members accrue more points and new people join in.

The ‘Points To Score Conversion Rate’ curve grows steeper as your Kred Influence Score grows: the higher your Kred Influence, the more points it takes to move up your Kred Influence Score by one point.

At the beginning of November, 2011, we looked at the Points To Score Conversion Rate at the Global level to see how many points it takes to increase Kred Influence by one point at different scores. You can see the results in the chart below:

Global Influence Points To Kred Score Conversion Rate, November 2011

We then graphed Influence Points against Kred Influence. As you can imagine from the Conversion Rate, the curve starts flat and becomes quite steep as it progressively takes more points to grow Kred Influence.

Kred Influence Points To Score Conversion

Kred Influence Points To Score Conversion

In a future post, we’ll talk about the overall distribution curve of Global Kred Influence Scores. If you have more questions about how Kred is calculated, we always keep a complete summary at our Kred Rules page and we will update these charts on a monthly basis. You can also ask questions in the comments below or tweet us at @kred.

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Why did #QantasLuxury go negative? What could have been done?

Yesterday we offered illustrations of the tweets from the #QantasLuxury social media incident.  Today let’s take a closer look at how it took off and what might have been done.

Who started the #QantasLuxury negativity – and why?

The initial #QantasLuxury tweet went out at 11:34am Sydney time.  The first 15 minutes of tweets were from people entering the competition and airing their fantasies of in-flight massages, showers and various movie stars serving drinks.

There were two negative tweets in the first 15 minutes. The negative ignition occurred at 11:49am when @monkeytypist (1,124 followers) retweeted the only two negative posts to that point:

and added one of his own:

In the first 90 minutes after the first #QantasLuxury contest tweet, @monkeytypist retweeted 14 negative posts and added three more of his own, making him by far the most active tweeter using the hashtag in its first hours.

A look at @monkeytypist’s Bio reveals that he likes “working for union members.”  This leaves us to speculate that the entire #QantasLuxury outbreak may have been ignited by a single person sympathetic to the union side in a labor dispute.

Iconic imagery comes later

Use of the hashtag continued to grow over the next two hours and tailed off as the day wound down. Approximately 48% of the total #QantasLuxury posts were retweets.  The rapid acceleration demonstrates how small close networks of people without large followings can have a significant effect on conversation theme.

#QantasLuxury Tweets and Retweets

The most retweeted links were a Qantas-themed Fail Whale by @kellulz (122 followers) and a ‘Downfall’ parody by @alexjbaldwin (300 followers).  These were not introduced until four and six hours, respectively, after Qantas’ initial tweet, underscoring that often the most memorable and viral images in a social media incident are not necessarily part of the cuing event.  Perhaps if Qantas had moved faster to quell the fire, these images would never have been created.

What could Qantas have done?

In the heat of a labor dispute where many people have an interest in bashing the company, there may in fact have been nothing that could have been done.  Nevertheless @QantasAirways stayed silent until nearly five hours after its initial tweet.  Tweets from 25 accounts represented 40% of the total retweets, so even select outreach could have made reduced the pain by a statistically significant amount.  Tellingly, both @kellulz and @alexjbaldwin had each tweeted several times before introducing their iconic images, both of which were later republished multiple times in the mainstream media.

A higher level of engagement that showed humility and a sense of humor may have helped defuse the situation before its most memorable links were conceived and reduced the number of tweets by a significant number.

As @kellulz himself put it:

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The #QantasLuxury Pyjamas Contest: Selected Tweets Illustrated



One of the most noteworthy hijackings of corporate social media we’ve seen has unfolded in Australia over the last 24 hours and become news around the world.  For the last several months, Qantas Airways has been in a nasty dispute with its unionized staff.  The dispute peaked on October 29 when CEO Alan Joyce grounded the airline’s entire fleet for 24 hours, stranding Qantas passengers in airports across the continent and around the globe.

Social Media Solution

Yesterday the embattled company looked to its social media team to brighten the mood and create goodwill with its customers.  They tweeted out a new contest with hashtag #qantasluxury: “What is your dream in-flight luxury experience? (Be creative!)”  Winners were to receive Qantas-branded pyjamas and an amenities kit.

Criticism Spreads On Social Networks

Qantas misjudged the public sentiment – and its creativity in airing it.  Since yesterday there have been over 14,000 tweets using the #QantasLuxury hashtag (over 96% from inside Australia) generating an overwhelming lambasting of the company and its CEO.  Compounding the problem, satirical accounts have popped up at @QantasPR and @QantasLuxury.

Fun Tweets

We collected a few of the most interesting tweets with the #QantasLuxury hashtag.  You can see them in the slides at the top of this post or on Slideshare.

Qantas appears to have a sense of humor if the tweets below are any indication.  To turn around public opinion, we’ve recommended that Mr. Joyce hold a press conference in a pair of the infamous pyjamas.

QantasLuxury Tweets

Qantas

The pyjamas heard 'round the world

 

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Big Open Data Panel at PeopleBrowsr Labs

Last night we had a standing room only house here at our San Francisco headquarters for our Thought Leadership Panel on Big Open Data.  Our panelists included B. Bonin Bough, Global Director of Digital and Social Media, PepsiCo; Roger Magoulas, Director of Market Research, O’Reilly Media; W. Bryan Smith, Senior Scientist, Machine Learning, Quid; Robert Munro, CTO, EpidemicIQ; and own Jodee Rich, CEO, PeopleBrowsr.

All the panelists agreed that there were incredible gains to be had from opening up ‘Big Data’ for research, particularly in the health care field.  There are amazing data sets sitting out there that for a variety of reasons – practical, legal and legislative – we are unable to use for research. The bottom line for the panelists is that “The data is more powerful when it can be openly shared and analyzed for the common good.

One audience member wondered which companies were best positioned to take advantage of the Big Data revolution.  Our panelists agreed that wide access to computing power (via Rackspace, AWS and others) means that a small company is as likely as a large one to make breakthroughs.  Nevertheless, as @wingdude said, “We are at the Mendel stage of social data.”  Bryan Smith showed a way forward with his belief that “To capitalize on market, leverage machine-learning, we need to train computers to analyze data as well as people can.”

There was much more mind-blowing stuff, like Bonin Bough’s vision of PepsiCo as one of the world’s largest technology companies and Rob Munro’s statement that “Epidemics are the biggest killer of humans in the world, yet nobody tracks the data.”  A really great discussion followed by a reception featuring bites from our faves Easy Creole.  Don’t miss the next one!

Here are Jodee’s presentation, Bonin presenting earlier this year on PepsiCo’s Digital Fitness initiative and some shots from our event:



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Kred Preview – San Francisco Event and Early Reactions



Last night we previewed Kred, our brand new scoring system for Influence and Outreach, to a packed house at our San Francisco headquarters. Kred invitations will start going out on Wednesday, October 6th; you can sign up for yours at http://kred.ly.

The word is getting out fast.  As of this writing, our preview presentation (embedded at top) had 44,000 views since it was first posted last night.  (There is also a booklet available at http://bit.ly/KredGuide.)  Within 24 hours, Kred had been mentioned on Twitter over 5,000 times.

After Jodee presented Kred, he was joined onstage by Jeffrey Hayzlett, Porter Gale and Shira Lazar for a thought leadership panel on collective influence. We also had a surprise virtual guest in Robert Scoble, who dialed in over FaceTime from Half Moon Bay. Several articles on Kred appeared today – highlighted by great stories from AdAge, TechCrunchSan Francisco Chronicle and the TheNextWeb – generating a lot more curiosity and enthusiasm. Here are just a few of the great tweets mentioning us today:

#kred is looking good… Just got an early preview. Keep an eye on @peoplebrowsr.
- @KenHoinsky

Just finished presentation for new #SocialMedia Platform called #Kred.  Can’t wait to tell you more.  Nothing short of AMAZING! #tech

- @SusanSolovic

Excited to hear from @JeffreyHayzlett @portergale & @shiralazar at the #Kred preview and Collective Influence Panel @PeopleBrowsr tonight!

- @hugc

this is definitely the future of research impact/citation statistics
- @nic_bertazzoni

Wooo hoooo….Show me my #Kred! http://t.co/SSzVuzGZ Can’t WAIT to get into these analytics!  #smmaners

-@DabneuPorte

KRED event last nite – awesome launch and yummy Creole eats – fun PB team-love the offices TEAM PB! Congrats
- @ideadiva

Hey @PeopleBrowsr! I want my #Kred.
- @lineydAlcantara

I’m always down for some new #influence analytics. I want to know what all this #kred talk is all about. http://kred.ly
- @lineydAlcantara

“Kred is king!” Can’t wait to measure mine.

- @jaclynmullen

We can’t wait to show you Kred. Sign up now at http://kred.ly or tweet us at @peoplebrowsr and we’ll mail you as soon as we’re ready!

Here is a great batch of photos from our preview event by Erin Beach:

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Kred Preview – Thoughts from UK Influencers

by Andrew Grill, CEO, PeopleBrowsr UK

Last Thursday PeopleBrowsr held a special preview of Kred in London ahead of its official launch later this week. It was literally ‘standing room only’ in the hall where people gathered to hear PeopleBrowsr CEO Jodee Rich (@wingdude) explain the thinking behind Kred.

We managed to assemble one of the toughest crowds Jodee has faced to date. The audience, which was comprised of roughly 30% from agencies, 30% from brands and the balance from key marketing influencers, led us through an incredibly insightful Q&A session that really demonstrated the calibre of the group.

Many of these influencers admitted they were skeptical of the methodology behind the existing online influence measurement tools, so their questions were not only well thought out, but came with a tone that was “So you really think you can nail influence measurement,do you…?”

We were also fortunate to have some of the UK’s most prolific live tweeters in @documentally, @loudmouthman and @lesanto using the #kred hashtag in real time. As Jodee explained the thinking behind Kred, their real time reflections started appearing in my timeline.

Matt Morrison (@mediaczar) from Starcom MediaVest, someone who really gets the power of data from social networks, gave us high praise:

Fascinating and deeply sound presentation from @wingdude at @peoplebrowsr
prelaunch event for #Kred. Thx @AndrewGrill

Jodee went into the detail of the thought behind Kred, leading to @Raxlakhani tweeting:

@wingdude just blew my mind #pbuk

Adam Tinworth (@adders) added:

Seconded. It looks potentially more interesting than others of its ilk.

@Laura_netts was impressed by the deep amount of research and thought that had been put into the product:

agreed! #kred is demonstrating far more understanding. This is so well-researched,
massively impressed.

One person watching the #kred stream at the same time as the Facebook #f8 conference remarked

Why all the hoohaa of #f8 is happening you’re missing something more interesting – #kred
- @theintrapreneur

Indeed, discussions have confirmed that even Robert Scoble (@Scobleizer) was watching the #kred discussion and wants to know more.

Nik Butler (@loudmouthman) asked some very important questions around privacy:

#pbuk #kred so will our kred profile and score be public ; will we be able to hide it?

PeopleBrowsr takes privacy seriously. As a direct result of Nik’s question, we will be implementing a multi-level privacy framework which will allow for complete openness or privacy with graduated steps in between.

Some of the other intelligent questions from the group covered our 1,000 day archive of 55 Billion tweets being used to calculate Kred scores, the availability of a Kred API, the commercial terms for access to the Datamine, and what other networks (online and offline) would be added to Kred over time. Jodee also took questions from the floor about bots, gaming the system, the deep history of the PeopleBrowsr archive.

The most often asked and tweeted question, however: “When can I have access to Kred?”

Following the interactive session, everyone retired to the lobby where a very lively discussion about Kred, influence and social media in general was held with the last guests leaving tjust before 11pm – always a good sign that there was real substance to discuss.  We were thrilled to have such strong representation from companies like Deloitte, HSBC, Intercontinental Hotels Group, Econsultancy and Reed Business Information, as well as leading agencies MediaCom, Razorfish, LBi, Diffusion PR, VCCP, G2 and Carat.

I will let Gabrielle Laine-Peters (@GabrielleNYC) have the last word (tweet) on the subject – simply:

#Kred – the only fully transparent influencer score dynamic & live #pbuk

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