All posts tagged social analytics

March madness is one of my favorite events of the year.  As a Big Ten alumni I always hope that my school will make it to the finals and I follow the games closely.  It is also fun to see how these games drive social conversations online.  Between rabid sports fans and passionate alumni, these games create lots of excitement and discussions!

While I have my personal favorites (hint: Michigan and Indiana), we used Visible Intelligence to take a look back at the second round leading to the Sweet Sixteen. We know who won in our basketball brackets, but what about the Twitter tournament? Who was mentioned most and who won the the social hearts and minds of basketball fans?

As you can see in the infographic below, created with ExactTarget, there were winners, losers, cinderella stories and underdogs.

Highlights:

  • In the top two regions, Oregon and Michigan (Go Blue!) are always among the top schools when it comes to social media in college sports
  • Duke and North Carolina are huge rivals with huge fanbases, so it’s no surprise that these two schools are popular on Twitter
  • In the bottom half of the bracket, Gonzaga (the ultimate Cinderella and often fan-favorite) had the most mentions in the west region
  • Marquette (who won on a buzzer-beater) had the most mentions overall

What happens on the court may not always reflect who wins on Twitter.  Teams with large fan bases and active social media accounts did well. Games with high drama and exciting finishes had more mentions. Bring on the Sweet Sixteen and Elite Eight!

March Madness Round 2 Twitter winners

March Madness Round 2 Twitter winners

Looking at the sentiment of social data can be a very useful way to help get a snapshot view of consumer perceptions, quickly dig into a pile of potential customer servicing opportunities and provide another layer of filtering to identify insights into the complex ways that people discuss and emote about topics.  Sentiment scores are a standard data enrichment piece for enterprise-ready social media and monitoring solutions, and a few free tools offer lightweight, less accurate versions with their functionality.

So as a business, what kind of questions should you keep in mind while evaluating social sentiment solutions when choosing a social listening platform?  Here are 9 questions you should answer for yourself when evaluating what a specific software solution has to offer. Read more…

If you have looked at social media monitoring platforms to help you better understand what consumers are saying about your brand on the social web, sentiment has probably come up on more than one occasion.  In this post, we look at what sentiment means from a business perspective and the nuances of sentiment accuracy.

The Value of a Sentiment Score

A sentiment score can be an extremely useful in evaluating a large data set of social brand mentions.  Sentiment scores can give users a straightforward way to segment and filter content based on positive or negative commentary, allowing them to isolate the themes or issues driving that sentiment.  It also allows for dynamic and illustrative reporting of trends and market reactions, or situations like product recalls. Read more…

Finding the ROI in Social Media

There’s no debating it; social media is hot.  It’s still growing at a phenomenal rate and the dollar figures associated with it are just as impressive.  Forrester Research predicts Interactive marketing spending in the US will more than triple over the next five years, reaching $61 billion by 2012 and spending on social media alone will grow to $6.9 billion as marketers understand how to use and measure this channel.  All of this momentum brings to light a universal challenge that executives, marketers and social teams face today—measuring their Social Media ROI.  Like all aspects of business, social media needs to be measured and analyzed so that you can evaluate it in relation to other programs and improve on it over time.

Before launching a social media program, it’s essential to clarify success metrics and goals.  While much of ROI focus is on the goal of making direct conversions, it is important to emphasize that social media is primarily about building new relationships, generating word of mouth marketing, and strengthening brand loyalty with your customers.  Read more…

Applicants of all sorts beware: the institutions you are seeking admission to are monitoring social media accounts to get an inside look at your personality.

While this certainly has been practiced by businesses examining potential new hires for multiple years, an increasing number of colleges and universities are turning to social media as an extra factor in deciding whether an applicant is worthy of admission.

Social media has never been thought of as having much of a place in the world of academia, but it’s being used by admissions offices in the loftiest realms of higher learning. In a report issued by Kaplan, over forty percent of all law school admissions officers have admitted reviewing applicants’ social media accounts and using their findings to influence their decisions. Read more…

Is Gender Inference Credible?

Last week I was forwarded articles about inferring gender on Twitter by a bunch of friends and colleagues. I believe Fast Company had the initial coverage [1] which was picked up by Business Insider, Atlantic Wire, Gizmodo, and others. The articles were mostly recapping a paper from researchers at MITRE Corporation [2] published back in May and presented at the EMNLP conference.

As someone with a text analytics and machine learning background who’s working in social media, people wanted my take on whether this could really be done and how credible we felt the research was.

Read more…

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