Posts Tagged ‘MAP’

Qualitative vs Quantitative Social Media Reporting

When it comes to reporting on your social media efforts there’s many f ways that it can actually be done. Every company is going to have their own style and every manager or boss is going to have their own way that they like to see reports.

No matter what format your company, boss or client likes, it always comes down to two big questions when it’s time to do the reporting; Do I take the quantitative or the qualitative route?

The truth is, each side has it’s own merits.

Quantitative Reporting

Just-the-Facts-Maam

Quantitative reporting means presenting hard numbers as your measurements. Think of “quantity.” Quantitative measurements are things that are real measurements, These are going to be all of the things that you can actually count and show cold hard facts towards. As we mentioned in an earlier blog post this month, your goals in social media should have something measurable tied to them that helps you know that you’re working towards your brand’s goals.

Managers like to see quantitative reporting because these types of reports have the actual numbers that show how you’re advancing towards your goals or anomalies that can then be analyzed to determine why numbers move in a certain way.

Some exmaples of things that can be measured quantitatively in social media include:

Increases (or decreases) in fans/followers

Sysomos MAP - Change In Followers Over Time

Number of mentions your brand gets

Sysomos Heartbeat - Mentions Count

Number of clicks you get when sharing links

Bit.ly Shows Number Of Clicks To A Custom URL

And share of voice between you and your competitors

Sysomos Heartbeat - Share of Voice

Of course, these are just a few types of quantitative measurements that can be taken. One of the nice things about social media is that because it happens online, most things can be tracked and measured in a quantitative form.

 

Qualitative Reporting

But-why-meme1

If the key to quantitative reporting is to think of “quantity,” then qualitative reporting should make you think of “quality.” Qualitative reporting has less to do with hard numbers and more to do with the underlying meaning and interpretations behind those numbers. These are going to be the things that add meaning and value to your hard numbers.

So, for example, quantitative reporting might tell you how many times your brand has been mentioned in social media, but qualitative reporting will look at “why” your company was getting those mentions. What were people saying? Were you being mentioned for good or bad reasons? Were mentions consistant with your brand’s message? And so on.

Qualitative reporting is great because it helps to tell the story behind what’s actually happening in social media.

Some examples of things that can be looked at qualitatively in social media include:

What drove the conversation (using text analytics)

Sysomos MAP - Buzzgraph (Text Analytics)

What was most popular (looking at things like the most retweeted tweets)

Sysomos MAP - Most Retweeted Tweets

What was the sentiment around our brand (even though sentiment can have a number associated with it, it’s still more of a qualitative measurement)

Sysomos Heartbeat - Overall Sentiment

 

So, what’s best?

Now that we’ve given a breakdown of the differences are between quantitative and qualitative measurements, you need to decide what is the best way to put them into your social media reports.

My best suggestion would be to do what I do when I create reports and use a mix of both. Show the numbers that matter towards your goals with qualitative measurements, but then dig deeper with a qualitative analysis as to why those numbers were showing as they did. What drove them? What was the underlying meaning of all those numbers? What’s the story behind the numbers?

An example of this mixing method could be with customer satisfaction: It’s easy to count how many times you replied to a customer service request via social media. But how can you gauge the satisfaction of that customers interaction, since having them leave the interaction feeling positive about it is likely your goal if you’re doing customer service? The feeling of satisfaction doesn’t have any real numbers associated with it, but if you look deeper into those interactions (by using some of the methods we gave examples of above like text analytics and sentiment analysis) you can make a judgement call on if the customer left the interaction feeling satisfied. That way you can say, “We had 17 customer support issues last week and we were able to solve 15 of them (quantitative hard numbers) and the customer satisfaction rate for those solved issues was 85% satisfied (a qualitative number derived from looking at those interactions).”

Or, for a real world example, last week we announced that we have acquired Expion. For my reporting of that event I gave our team hard numbers of how many times Sysomos and Expion were mentioned together in social media, but then I dove into the text analytics around all of those mentions we received to show our team not just that people were talking about it, but what they were actually saying. We found words like (to toot our own horn a little bit) “unrivalled,” “undisputed” and “combined force” with a great positive sentiment rating, so I was able to tell our team not only did we get a lot buzz about the announcement, but that it was also received very positively.

By combining both quantitative and qualitative into your social media reports you will wind up with a finished product that pleases everyone and helps them to understand what’s happening in your brand’s social media world. You will have numbers that show your boss or client the hard numbers that are moving them towards goals, but you’ll also have a way to explain why things are happening and why those numbers are moving. The benefit of combining both is that you can also create a narrative in your reports, which makes them easier for everyone to understand whether their a numbers person or not.
Do you want to measure both quantitatively and qualitatively at the same time? Request a demo of our Sysomos software and we’ll show you how we can help.

Shark Week 2015 Seemed To Be Better Received Than The Previous Year

Shark Week 2015In 2014, Shark Week put up impressive social media numbers, but it also received a lot of backlash. The backlash was due to the fact that their most publicized shows for the year were not true documentaries, but rather made up stories that were made to seem like they were real without telling their audience the truth. See our post on it here.

For Shark Week 2015, Discovery Channel promised that they would return to purely non-fictional programming and take the week of programming back to it’s roots. We decided to use Sysomos MAP to see how the social conversation went around Shark Week this year.

Looking for the terms “Shark Week,” “#SharkWeek,” “SharkWeek2015” and “#SharkWeek15” and found them mentioned 927,193 across blogs, forums, online news and Twitter over the 8 days of programming (July 5-12, 2015). Specifically, we found 1,211 blog posts, 2,691 online news articles, 2,287 forum postings and 921,004 tweets mentioning our search terms. This is down from 2014 where we found 1.6 million mentions across the same channels.

Sysomos MAP - Activity Summary of Shark Week 2015

With Twitter being the main channel where people seemed to be talking about Shark Week, we dug a little bit deeper. When we did this we found that most of the tweets, 76.2%, came from the United States, while Canadians accounted for 4.8% of all the tweets. We also found that both men and women were interested in tweeting along with Shark Week with women accounting for slightly more tweets than men, 55% vs 45%.

Sysomos MAP - Twitter Activity Summary for Shark Week 2015

We then took our search over to Tumblr and found 77,301 posts containing our search terms over the same period of time. This number is also down from 85,772 in 2014.

Sysomos MAP - Tumblr Activity Summary for Shark Week 2015

And on Facebook, we found Shark Week being talked about in 5,569 public status updates , which is significantly down from the over 17,000 we found last year.

Sysomos MAP - Facebook Activity Summary for Shark Week 2015

While many of the numbers we found for Shark Week 2015 were down from 2014, we did notice a similar pattern play out. When we took these mentions and looked at how they played out over the programming week we found that Shark Week started off strong towards the beginning of the week and then tapered off as it went on.

Sysomos MAP - Popularity Chart for Shark Week 2015

An even more interesting similarity to last year is that when we looked at the overall sentiment for Shark Week 2015, it was THE EXACT SAME as it was in 2014. Both years we saw 11% positive talk and 40% negative talk giving Shark Week an overall favourable rating of 60%. However, this year was a bit different.

 

Sysomos MAP - Overall Sentiment for Shark Week 2015

Last year when we saw a large amount of negative talk surrounding Shark Week it was due to people being upset around the programming. However, when we looked at a buzzgraph around this year’s Shark Week we found that the negative talk was actually stemming from shark talk. Words like “attack,” “bite” and “predator” were found throughout our text analytics this year, which technically have a negative connotation so would explain the large amount of negative sentiment. However, it also shows that people were very engaged with the shark related content that was coming out of Shark Week this year.

Sysomos MAP - Buzzgraph for Social Talk During Shark Week 2015

While numbers were down for Shark Week this year when we compared it to last year, by diving in deeper it actually turned out that people seemed to be more engaged with the actual shark content rather than complaining about being fooled.

Reusing and Repurposing Content: How And When To Best Do It

Reuse and Repurpose Your ContentThe really great thing about really great content is that it’s timeless. This means that if you have produced a well performed piece of content, be it a blog post, a video, an infographic, or anything else, just sharing it once means you’re not sharing it nearly enough.

Great content that has a long shelf life should be, and needs to be, shared more often so that you’re not missing out on connecting it to the people that want or need it and missed it the first time around. But how do you know what content should be shared again? And once you know that, how do you go about doing it? We have a couple pieces of advice for you on this today (or any day if you’re reading this when we’ve reshared it).

The process is actually quite simple and shouldn’t take you long at all do. It’s a simple three step process of:

 

  1. Figuring out the best content to repurpose or reshare
  2. Find the best way(s) to reuse that content
  3. Find the best times to put that content back out into the world

Determine what content should be used over and over again

The first step when it comes to repurposing and reusing content is to determine which content is worthy. There’s several ways that you can do this. Of course, our favorite way comes from using social intelligence to determine what content your audience loved or what old content would be relevant for them again today.

Let’s start first with determining what content your audience loved the most. If you’re doing content right, you should have analytics around all of your content that you can go back and look at. If your content is a blog post, take a look at your Google Analytics (or whichever web analytics provider you use) and determine which post saw the most overall traffic. If your content is a video, you can also see this information directly from YouTube, Vimeo or any other video site you uploaded the content to. All your content should have some analytics attached to it so you could see how it performed. Seeing which content attracted the most eyeballs should give you a pretty good idea of which content pieces seem to be most interesting to your audience and even though they have the most views, there’s still a good chance that not everyone you’d have like to have seen it did. This means that this content is ripe for getting reshared with your audience.

Another way to determine which content of yours was most popular would be to use a tool, like our Sysomos software, to figure out what content was most popular in the social space. One way to go about doing this is to look back at which of your tweets linking to your content was shared most. Using a tool like Sysomos MAP and heading over to our our Most Retweeted section we can help to identify which tweets were passed along the most, which likely means that people liked them so much they were interested in sharing them with their networks. For example, @Pillsbury shares a lot of yummy recipes that you can make with their products. By doing a search for tweets with “recipe” we can determine which were the most popular ones in the past six months (or in whatever timeline you’d like to search in). If these recipes went over well the first time around, they’re likely to do the same if they get reshared again.

Sysomos MAP - @Pillsbury's most retweeted tweets about recipes

Figure out the best way to repurpose or re-share your content

Now that you’ve determined your content that’s worth putting out there again, it’s time to figure out how to best go about doing this.

In the example with @Pillsbury above, they could likely send out the exact same tweets again and get a great response on their second time around. In a lot of cases, you could probably do this as well. But what about if you could use that same content in a way that makes it look fresh and new?

If you already know your audience and how they like to recieve content from you, figuring out a way to repurpose it for them should be easy (and if you don’t know these things, see our blog post on how to use social intelligence to design content your audience wants). Here’s some examples of how you can repurpose old content:

  • If your audience also likes YouTube, take a popular blog post and find a way to change it into an entertaining video that can be easily watched and shared
  • If your audience is of a business nature, take that blog post of tips you made and make them into a presentation that you can share on SlideShare in an easy to digest format that can be easily shared or embedded in other places
  • You can even repurpose content in the same format, but just in a new package. Take your company’s YouTube videos and then find the best 6 second soundbites reshare those on Vine (or make them into 15 second clips and use them on Instagram)

(Note: that last idea was curtesy of @jj_stockwell during an #SMmeasure chat a few weeks back. Thanks Jason!)

If you consider yourself creative in anyway, the number of ways that you can change old content to make it look new and fresh again will be limitless. 

Know when the best times to reuse all that content is

Now that we have all this content that we’re ready to put back out into the world, we need to figure out when the best time to do so is. In some cases, anytime might be a good time. For example, since this post isn’t associated with anything specifically timed to today, we could (and likely will) reshare this post whenever we feel like it. The content is timeless, so anytime we can get it in front of new eyeballs is likely a good time.

However, not all content is like this. Some content will do better at certain times or when they can be associated with other timely events. For example, one of @Pillsbury’s tweets we showed above was for a basketball themed recipe and was shared during March Madness. Well, just a few months after March Madness we found ourselves in the middle of the NBA Finals, which would be a great time to reshare that basketball themed recipe.

Things that gain the attention of a large section of the population aren’t just good times to bring up that old content. It’s also important to remember to focus on things that are timely and specific to just your audience. Keep an eye on what your top community members or influencers are talking about in the present, which is very easy to do if you have them in a Sysomos media set. Do you have a piece of content that speaks to something they’re currently interested in? This would be the perfect time to repurpose or re-share it. For example. in a media set we have built around TV critics, we saw from our Buzzgraph that they seem to be talking a lot about the season finale of Game of Thrones in the past 7 days. If we were in the entertainment business, we could take this a cue that people interested in entertainment and TV are also likely talking about this and now would be a great time to reuse some of our Game of Thrones content that we already have ready as the topic is hot at the moment.

Sysomos Heartbeat - Buzzgraph of what TV critics have been talking about in the past week

Good content is always going to be good content and there will usually be a time and place when you can use it again. So, instead of constantly straining to keep coming up with fresh new content, don’t forget to think about all the ways that you can reuse and repurpose all of that great content you already have.

If you want to learn more about how social intelligence can help guide you on how and when to reuse your content, reach out to us and request a demo of Sysomos.

Stanley Cup 2015: Who Is The Social Media Fan Favorite?

2015 Stanley Cup FinalTonight is a big night if you’re a hockey fan. At 8pm(EST) the Stanley Cup finals start where we’ll see the Chicago Blackhawks face off against the Tampa Bay Lightning to see which team will take home The Cup this year.

Both teams have had an exciting season and an even more exciting post-season. In the last round of the division playoffs, both teams took their series to 7 games before winning their chance to play for the sacred Stanley Cup. And now that both the Blackhawks and the Lightning have made it to the finals, this series also promises to be a great one for the fans to watch.

Last week we took a look at which team was the social media fan favorite for the NBA Finals, so we thought it only fair that we do the same for the NHL this week.

Using our Sysomos MAP social intelligence software we looked for mentions of both the Chicago Blackhawks and Tampa Bay Lightning across social media from the beginning of the NHL 2014-15 season (which started on October 8, 2014) up to this morning. What we found was that the Blackhawks saw a lot more action on social channels than the Lightning. Looking across all social channels, we found that the Blackhawks were mentioned in 4,212,437 posts over the season. At the same time, the Lightning only received 1,579,467 mentions.

Sysomos MAP - Overall Mentions Comparison of Chicago Blackhawks vs Tampa Bay Lightning

Looking at those mentions plotted out over time on our popularity chart, it actually seems like both teams mentions seemed to have followed the same pattern in terms of mentions. Both teams saw minor spikes and valleys over the course of the season and then much larger ones as they went into the playoffs. However, while their patterns look similar, you can still see that the Blackhawks saw much more action over all, showing that they seem to have a much more socially engaged fan base.

Sysomos MAP - Overall Popularity Over Time Comparison of Chicago Blackhawks vs Tampa Bay Lightning

What was most interesting though, was that when we broke these mentions down to look at them by individual channels, there was a huge discrepancy. When we compared how each team fared across different channels we found that the Tampa Bay Lightning seemed to be getting mentioned more across blogs, forums and in online news articles. Usually by about 40,000 or more mentions. However, on Twitter, the Chicago Blackhawks were definitely more favored and received almost 3 million more mentions than the Lightning. This Twitter support for the Blackhawks was so large though, that it lead to them seeing way more mentions in the overall total above.

Sysomos MAP - Comparison By Source of Chicago Blackhawks vs Tampa Bay Lightning

But mention numbers aren’t everything. We also have to look at the context of those mentions to really see how the Lightning and the Blackhawks are really being perceived in the world of social media. To do this, we explored the sentiment around each team. When we did this, the race got a whole lot closer.

We started with the sentiment around the Chicago Blackhawks. Here we found that they had an overall favorable rating of 81%. Overall mentions of the Blackhawks over the course of the season showed that 24% of those mentions were positive, while 19% were negative. On the other hand, the Tampa Bay Lightning had an over favourable rating of 79%, which came from seeing 26% of their mentions as positive and 19% being negative. A very close race.

Overall Sentiment for the Chicago Blackhawks

Sysomos MAP - Overall Sentiment for the Chicago Blackhawks

Overall Sentiment for the Tampa Bay Lightning

Sysomos MAP - Overall Sentiment for the Tampa Bay Lightning

Looking at the stats above we’re going to make the official call as the Chicago Blackhawks being the fan favourite to take home the Stanley Cup this year. The Blackhawks seem to have way more mentions over the course of the season by fans and a slightly better favorable rating.

Of course, being a fan favorite doesn’t necessarily mean that one is a better team than the other when it comes down to actually playing, so we’ll just have to see who’s going to be the Stanley Cup Champion as the series plays out.

(However, my personal bias as a Chicago Blackhawks fan makes me really hope that our prediction comes true. Go Hawks Go!)

If you’d like to learn more about how our Sysomos MAP software works, please request a demo.

Use Social Intelligence To Design Content Your Audience Wants

Content production and content marketing is key in today’s ‘attention economy’. There’s a reason that you keep hearing the phrase “content is king.” People are addicted to content, whether its writing, pictures, videos or more, people love sharing content, so it’s imperative to produce amazing pieces that resonate with your audience.

Companies need to almost be media companies these days in that they need to constantly be producing content from commercials to blog posts, photography to tweets, online videos to magazine ads and everything in between. But with so much content that needs to be produced, how do you know what’s going to work best?

The secret to creating great content that your audience is going to eat up is getting to really know them. And social intelligence is a great way to go about learning about your audience and what they want.

Discover how they like their content

We mentioned a lot of different kinds of content that people can be producing these days, but the truth is, you don’t have to be doing ALL of them. In fact, depending on your audience, you probably even shouldn’t be doing it all. What you should be doing is learning about which content is going to do the best job of bringing in your audience. This is a twofold process.

First, you want to start searching for your brand name or topics around your industry to discover where people are talking. You may find that these things are being talked about on just one social network or several. Whichever the case, the places where your brand or topics around it are being mentioned are the places you’re going to want to start exploring.

Sysomos Heartbeat - Activity Summary of Social Channels

Sysomos Heartbeat - Activity Summary of Social Channels Minus Twitter (digging deeper into other channels)

Second, when you’ve determined where the conversation is already happening it’s time to learn about HOW they’re happening. Each social network works differently and different topics do better in different forms on each of those networks. For example, you might find that on Twitter a lot of people are sharing pictures that relate to your brand, while on Facebook videos are much more popular. Doing research on what kind of content does well and where it does well will help you to determine what kind of content to create and the best places to use it.

Find what they’re interested in

Once you’ve determined what kind of content you should create, the next step is to actually start creating it. This is where things get a little more tricky, because you need to really figure out what content is going to resonate best with your audience. But it doesn’t have to be when social intelligence is on your side.

It’s a good assumption to start by believing that your audience has some kind of interest in your brand already. Now how can you figure what else they like so that you can tie it back to your brand? Again, the answer is with some research, and text analytics are always a great tool when trying to figure out what people are interested in.

Twitter is a great place to start because a lot of people will tell you right in their bio what they’re in to. Our Sysomos software has a great tool that will actually let you see a word cloud of your followers’ bios. By looking at something like this you can pick out themes that seem to stand out, meaning that a large population of your audience are likely also interested in and talking about the larger words in the word cloud. Below is a word cloud for @redbull‘s Twitter followers. We can see that some words that stand out in the word cloud include “sports,” “music” and “Instagram.” All of these things (plus more) are definitely subjects that Red Bull focuses a lot of their content on, and it makes sense, because we now know for sure it’s what their audience likes.

Sysomos MAP - Word Cloud of @redbull's Twitter Followers' Bios

But since Twitter isn’t the only place your audience might be, it important to explore other channels and see what people are talking about there. Just noticing what people are talking about around your industry can give you great ideas for what themes you should be focusing your content on. As an example, we pulled a buzzgraph to see what people were talking about around HBO on blogs over the past few weeks. No real surprise here, but we found that Game of Thrones has been a big topic around the company recently, so it makes sense that HBO is creating a lot of content around the show currently.

Sysomos Heartbeat - Buzzgraph of Talk Around HBO on Blogs

Using text analytics every few weeks across the channels that your audiences are most active in will give you a good idea of where their thoughts and interests are heading and you can constantly adjust your content to fit in with your audience every time you do this.

Create things that help

One other thing that we can recommend is to create content that helps your audience. People always appreciate content that helps them in some way or another. It doesn’t matter if you’re a software or a food company, you can always make something that helps or teaches your audience. The best part is that this type of content will usually keep your audience happy, satisfied with your brand and coming back for more.

As a software company ourselves, it’s very easy for us to produce helpful content. In fact, we have an entire portal within our Sysomos system (which is a place we know our audience is very active) dedicated to content around how people can understand and use our software better. Inside the portal we have a collection of both articles and videos (which are the two mediums we found our customers find easiest to consume) that help them to do their jobs better. We used our own software to determine what issues our customers were trying to solve with our software and then started to create content that is going to answer those questions for them.

Sysomos Support Portal

But not every company is a software company that can produce how-to content. That doesn’t mean that you still can’t be helpful to your audience. A great example of a brand creating content to help their audience is Chobani Greek Yogurt on their Pinterest page. No one really needs a how-to document on eating yogurt or an infographic on how to choose the flavor that’s right for you, but there’s more that people can do with yogurt outside of just eating it on it’s own.

That’s why on Chobani’s Pinterest page you can find a ton of recipes of other dishes that can be made using their yogurt. The company learned that their customers liked to cook and that people go to Pinterest to find recipes, so they made a place where they are able to help people create all kinds of fantastic dishes that incorporate their product. They’re helping their audience to be better all-around cooks and made sure that their brand was inserted into it. Content like this is very helpful to people and had a natural fit for their product. Start thinking about all the ways your  brand can help people.

Chobani's Pinterest Page of Recipes

All of these things above are ways that you can create content that is going to resonate with your audience. All it takes to get going is using a little bit of social intelligence to learn more about your audience and then creating the content that is going to work best with what you’ve found from your research.

Learn what your audience really wants from your content with Sysomos. Contact us to learn how.

Who Is The Social Media Fan Favorite To Win The NBA Finals?

NBA Finals 2015It’s official; we now know which two teams are headed to the NBA Finals. As of Wednesday night the Golden State Warriors clinched their chance to play against the Cleveland Cavaliers, who secured their spot in the NBA Finals a few days earlier.

This series is going to be quite interesting for basketball fans to watch as the Warriors were arguably the best team in the NBA over the 2014-15 season while the Cavaliers, with an all-star lineup, are one of the most popular NBA teams. This is bound to be a heated matchup.

While basketball reporters and analysts are already starting to make their predictions on who’s going to walk away as the champions once the series kicks off on June 4th, we decided to take a different approach to choosing a winner by using our Sysomos social intelligence software to see who the world favors based on social media chatter.

We started by comparing the share of voice between the Warriors and the Cavs over the course of the 2014-2015 NBA season up to this morning. We mentioned above that Cleveland was probably the most popular team currently in the NBA and looking at the share of voice between them and Golden State helps to make that very apparent. From October 18th up to May 29th the Cavaliers have been mentioned over 12 million times across social media channels. At the same time, the Warriors have only been mentioned 5.2 million times.

Sysomos MAP - Share of Voice Across Social Media Between the Cleveland Cavaliers and the Golden State Warriors

And it’s not that the Cavaliers have been favored on one channel that threw them into such a major lead as we’ve sometimes seen before. When we broke down the mentions of each team across the different channels we found that Cleveland had a greater share of voice than the Warriors on every channel. On blogs, the difference in mentions of the teams was around 30,000 mentions, and that was the social channel where the two teams were the closest in terms of number of mentions. In forums, the Cavs were mentioned over 150,000 more times than the Warriors, while on Twitter the difference was nearly 7 million.

Sysomos MAP - Share of Voice by Source

We then decided to see if the difference came at any specific time during the season. It could have been possible that the Cavaliers ran away with mentions after a stellar playoffs performance. However, when we plotted the mentions of each of the two teams over time we found that the Warriors were consistently discussed less than the Cavs over the entire season. Even when they secured their place in the NBA Finals, Golden State didn’t generate the levels of social media talk as Cleveland did.

Sysomos MAP - Popularity Comparison Between the Cavaliers and Warriors

Finally, in our quest to determine who the social world thinks is going to walk away as the NBA Finals champs we looked at the sentiment surrounding each team. this is where things got a bit more interesting. While the Cavs did see a much larger portion of mentions over the season, they also seemed to have received more negative mentions than the Warriors. Over the course of the 2014-15 NBA season 23% of the talk about the Cavaliers was positive, but 22% of the talk was also negative. this gave Cleveland an overall 78% favorable rating. On the other side, 50% of all the mentions of the Warriors were positive, while only 9% were deemed negative. This gave Golden state an overall 91% favorable rating.

Overall Sentiment for the Cleveland Cavaliers

Sysomos MAP - Sentiment Around The Cleveland Cavaliers

Overall Sentiment for the Golden State Warriors

Sysomos MAP - Sentiment Around The Golden State Warriors

Based on what we’ve seen above it’s obvious that the Cavaliers are clearly the fan favorite in this matchup. Despite having a better favorable rating, likely because of their phenomenal playing over the season, the Warriors just don’t seem to have the same amount of people behind them to take the championship.

We’re making the official call of the Cleveland Calvaliers as being the fan favourite to win the NBA Finals this year.

But what about the star players?

Lebron James vs Stephen Curry

Both the Warriors and the Cavaliers have some stellar players, but one on each team seems to stick out to most fans; Stephen Curry and Lebron James. As an added bonus to our analysis we wondered which of these two NBA stars was more popular with the fans. Each is a phenomenal player and both are recognized as such. However, when we did a share of voice analysis around mentions of Curry and James, we again found that one had run away with the recognition of being a fan favorite. Across social media channels we found Stephen Curry mentioned 7.2 million times over the course of the season, but Lebron James dominated him by over 10 million mentions, racking up an astounding 17.7 million mentions.

We guess there’s a reason they call him “King” James.

Sysomos MAP - Share of Voice Between Lebron James and Stephen Curry

The Voice Season Finale: Winners Are Not Always Social Media Fan Favorites

Sawyer Fredericks Wins Season 8 of The VoiceSeason 8 of The Voice has just come to a close and Sawyer Fredericks has officially been crowned the winner, or, the man with “The Voice” if you will.

After 13 weeks of gruelling competition, it all came down to four finalists battling it out during this week’s finale that spread itself over Monday and Tuesday night. Millions tuned in to both nights to cheer on their favourite singer and see which one would actually win. Not only did they tune in with their TV’s though, but they tuned in through social media as well.

The Voice has a large contingent of loyal fans that not only watch the show, but interact with it through various social channels, including Twitter which lends itself very nicely to the real-time feeling that people can have in sharing the experience together no matter where in the world they may be. We thought it would be interesting to leverage MAP, our social media intelligence engine, to see what happened over The Voice’s finale through social media.

We started simple and just looked at mentions of The Voice over May 18 and 19, the date of the two finale episodes. Our search included the show name, it’s hashtag that it used throughout the season (#TheVoice) and their special #VoiceFinale hashtag that they were promoting for these two episodes. Over Monday and Tuesday we found that The Voice was mentioned in almost 250,000 social conversations. It appeared in 1,343 blog posts, 6,069 online news articles, 2,109 forum postings and 235,807 tweets.

Sysomos MAP - Social Media Activity Summary Around The Voice's Finale

Most of the activity around the show came from Twitter, which makes sense for the reason given above, so we dug a little deeper into the channel. Here we found that Tuesday’s show, when the actual winner of The Voice was crowned garnered much more attention than Monday night’s broadcast. We also found that women are much more inclined to tweet about the show as they made up 72% of all of The Voice related tweets, while men only accounted for 28% of them.

Sysomos MAP - Twitter Activity Summary Around The Voice's Finale

But the overall show hashtags aren’t the only hashtags that The Voice promotes. During the season, every artist that performs gets their own hashtag so fans can show their support for their favourite. These hashtags are usually along the lines of #TeamWhoever, but occasionally a performer gets something unique that the fans come up with on their own. We took a look at these hashtags over the two night finale as well. In this case, Koryn Hawthorne and Sawyer Fredericks went with just #TeamKoryn and #TeamSawyer, respectively. The other two contestants, Meghan Linsey and Joshua Davis, had additional hashtags; #MegaFans for Meghan and #DavisNation for Joshua.

We looked at how those hashtags got used through the two night finale of The Voice and found that Fredericks hashtag was used the most, which should come as no surprise as he won the whole contest. However, it appears that despite him winning, he may not have actually been the fan favorite. As it turns out, over the two nights, Sawyer’s hashtag only got used in two more mentions than Joshua’s. That’s a pretty close race. See the final tally for the singer’s hashtags below:

Sysomos MAP - Comparison of Mentions of The Voice's Finale Contestants

When we looked at the use of their hashtags from the previous week through the finale shows we noticed that Sawyer may not have been the fan favourite to win at all. A look back to the second last episode shows that there was a huge amount of popularity around Koryn which seemed to fizzle out as the week went on and through the finale. As well, Joshua seemed to be getting more hashtag love during the previous week’s episode and all through the week right through the Monday night finale episode, but was then overtaken by Sawyer on the Tuesday night… but just barely.

Sysomos MAP - Popularity Comparison of The Voice's Finale Contestants Over Time

If we look at that same time period in terms of share of voice between the singers, it looks like the fan favorite would have been Joshua who’s hashtags had over 5,000 more mentions than Sawyer who came in with the second most.

Sysomos MAP - Comparison of The Voice's Finale Contestants' Hashtags Over the Final Week

But the singers aren’t the only ones that vie for the publics love. The coaches, who are all famous artists already, also try to get the fans of The Voice to help support them and their team throughout the season. This season the coaches included Christina Aguilera, Blake Shelton, Adam Levine and Pharrell. Only three of these coaches had someone from their team competing in the finale though, as Pharrell had two people from his team, but Christina had none.

So, which coaches team got the most love during the finale? When we analyzed the use of the coaches Twitter handles and team hashtags over the two night finale we found that it was a super close competition. Pharrell, who had Sawyer and Koryn representing his team, saw 27,302 mentions. In a very close second place though was Blake Shelton, who was Meghan’s coach, with 27,263 mentions over the finale.

Sysomos MAP - Comparison of Mentions of The Voice's Coaches Over the Finale

Interestingly though, when we ran the same search around the coaches over the course of the entire season of The Voice, it turned out that Pharrell may have been the list popular coach. When we looked at the numbers for each coach across the season we found that Adam Levine and Christina Aguilera were the coaches that were talked about the most. Adam Levine had the most amount of mentions with 655,945 across the entire season, while Christina Aguilera was a close second with 647,383. Pharrell came in last in terms of mentions with only 542,529. Although, a look at how each week played out, it seems that each coach had weeks when their team excelled.

Sysomos MAP - Popularity of The Voice's Coaches Over the Season

Sysomos MAP - Share Of Voice of The Voice's Coaches Over the Season

On top of all these people that appear on the show, Nissan actually plays a big part in the show as it’s main sponsor who powers the show and it’s companion app. So, how did they fair? We searched for mentions of Nissan along side The Voice and then their two hashtags they were pushing through the show, #VoiceTailgate and #RedThumb (for their campaign to not text and drive). As it turns out, Nissan actually saw large bumps in mentions of them whenever The voice was on, especially towards the end of the season.

Sysomos MAP - Popularity of Nissan with The Voice Over the Season

Nissan saw a big bump in conversations for the finale as well, but it turns out that their largest spike in conversation came the week before Mother’s Day when they ran this ad for their #RedThumb campaign:

Overall, it seems that The Voice’s two day finale was a huge success. We’ll end off our analysis by showing you the overall sentiment around the finally, which came in with an 88% favorable rating.

Sysomos MAP - Overall Sentiment of The Voice Finale

@POTUS; The President Of The United States Gets His Own Twitter Account

It’s barely been 48 hours since the @POTUS handle appeared on Twitter, but it’s already been able to amass quite a following.

@POTUS, short form for President Of The United States, belongs to none other than Barack Obama… for now anyways. The Twitter account came into being on Monday May 18, 2015 and the President sent this as his first tweet:

While the account @BarackObama has been around since Obama’s first run for presidency in 2008, it has mainly been run by the President’s staff, with the odd tweet from the man himself which were marked with a “-bo.” This new account will actually belong to the president and allow him to tweet his presidential views all on his own.

It’s no surprise that when the account surfaced, many people and news organizations flocked to follow and try to interact with the President. Just over 24 hours since the @POTUS account sent it’s first tweet it has managed to amass about 2.2 million followers. At the time of writing this, the actual number of followers is 2,181,335 and still growing. We got curious about just how the account spread like wildfire and managed to attract so much attention in just a short period of time, so we did some analysis using MAP, our social intelligence software.

We started by looking at how the President’s first tweet from the @POTUS account spread using our Tweet Life analysis. This function looks at a random sample of 4,000 retweets of the original tweet in question and shows how it travels through the Twitterverse and shows us who helps to amplify the message. In the case of this tweet though, many users were pointed towards it from the press who were giddy to see the new Presidential account. Many people flocked to follow the new @POTUS account and then retweeted his first ever tweet spreading the news to their own networks. The 4,000 tweets we analyzed played out like this: Sysomos MAP - Tweet Life Spread of @POTUS's First Tweet We only analyze 4,000 retweets to get an accurate sample of how the spread played out, but the tweet actually received over 250,000 retweets. The full amount of retweets likely played out very similarly as news about the account spread. We found that the half-life for this specific tweet, the time it took to get from the original tweet being posted to it’s 2,000th RT, came in only 3 hours and 31 minutes. What this tells us is that the reaction to the President joining Twitter moved swiftly and gained momentum very quickly. Part of the reason that this account gained such momentum was due to the fact that every news organization and popular Twitter account wanted to be one of the firsts to welcome @POTUS to Twitter.

After we analyzed how the President’s first tweet spread we looked at how the communities of influence were interacting over the news using our Influencer Communities tool. It’s very interesting to see how the Twitter communities interacting with the new @POTUS handle became divided. The first community we can see is represented by blue. In this community we can see the actual @POTUS handle and it’s surrounded by other insanely popular Twitter accounts like @BarackObama, @TheEllenShow, @MTVNews and even @MileyCyrus saying hello and welcome to Twitter. The second community, represented in green, is news organizations and news makers, such as @TIME, @NYTimes and even @JimmyFallon who were all making note to their followers that the account now exists. The orange community is more made up of official government and government focused accounts who were tweeting about @POTUS. Finally, and possibly most interestingly, is that the red community seems to be mostly made up of right leaning Twitter accounts, like @JebBush and @FOXNews, who all had a negative tone towards the new @POTUS account. Sysomos MAP - Influencer Communities around @POTUS Knowing that this new account has already racked up over 1.8 million Twitter followers, we were curious as to who exactly was following @POTUS, as in the 24 hours since the account came into existence it already managed to earn itself a Sysomos Authority Score of 10/10.

Sysomos MAP - Bio Info for @POTUS

While the Twitter handle belongs to the current leader of the United States, we first noticed that people all over the world are interested in following him. Only 38.3% of the accounts followers identify as being in the United States themselves. The second largest contingent comes from the UK making up 6.6% of @POTUS’s following, followed by Canada at 3.1%.

Sysomos MAP - Followers by Country of @POTUS

We also found that more men seem to be interested in what @POTUS has to say than women. 65% of @POTUS’s followers are male while the remaining 35% is females. Sysomos MAP - Followers by Gender of @POTUS We then looked at the Sysomos Authority Score of @POTUS’s followers. Because of the wide appeal of following the leader of the free world we found that the majority of accounts that started to follow fell in the range of middle to low authority scores. These are people that use Twitter, but wouldn’t be considered “power users.” These are lickely the people who use Twitter to keep up with celebrities, news and other interests, but may not be very active on the platform themselves. Which would make sense that they would add @POTUS to their lists of accounts to follow. There are still accounts with high Authority following @POTUS, but it seems that the majority of followers fall into the general population.

Sysomos MAP - Authority Score of @POTUS follwers

This is even more evident when we pulled up a word cloud of @POTUS’s follower’s bios. Here we can see that these followers identify with a wide variety of topics and backgrounds. See for yourself: Sysomos MAP - Word Cloud of @POTUS's Follower's Bios So, it seems that a lot of interest has been generated by this new @POTUS account. Just over 24 hours old and the number of followers waiting to see what Barack Obama has to say continues to grow, even as we write this. And why wouldn’t they be, as you can already see Obama’s humour shining through the account with this little exchange he had with former President Bill Clinton yesterday:

4 Ways Social Intelligence Can Help You Retain Customers

Experts say a customer retained is 2-3 times more valuable than a newly acquired one. Whether you sell a product or service, keeping your customers happy post-purchase is a huge and important task.

With the advent of social media and Internet savvy, socially active consumers, there’s a huge opportunity to strengthen your customer retention strategies.

Let’s stop here though. If you’re looking for a blog post focused on how to monitor and track what’s being said about your brand or product online, you can find these in other helpful Sysomos blog articles. :)

Today we’re going to talk about social intelligence, which is defined as the step beyond listening and reacting to Tweets, Instagram posts and the like. In an earlier post, Amber succinctly defined social intelligence as:

But in the case of “social intelligence”, we really are referring to the next generation of how social data informs your enterprise far beyond “brand watching”, listening or monitoring.

So, how do we take this concept and apply it to customer retention? In my opinion, customer retention is synonymous with customer care and customer satisfaction. A socially intelligent organization is one that has taken steps be able to act in a timely fashion on customer feedback and ensure that in all steps of a customer’s journey that they feel loved and adored.

Use your social fanbase as your most valued focus group

Thinking of a new product or feature idea? Is your company trying to decide amongst two or three features and you want to check in with your community?

I am an Engineer

The beautiful thing about social-powered focus groups is that they can be impromptu, fast-flowing and even fun!

When structuring your focus group, be sure to ask specific questions that will inform your business processes. As a team, decide what aspects of the decision you’re willing to crowd-source and be specific with the asks.

Also, think about how you’re going to collect opinions. Will you use a hashtag and manually collect responses or would you rather use a tool such as PollDaddy?

To honor the time investment given by your community, be sure to report back after the poll on how your team will make use of and act on the data.  Most of all, thank them!

Go beyond listening and build a team capable of taking action

Any brand can hire a community manager or agency to respond on Twitter to praise, complaints and feedback. However, it’s the socially intelligent organizations that build teams composed of people empowered to take action.

When a crisis hits, responsive action is the name of the game. So, in addition to monitoring and responding to complaints, your brand should construct a small group of rapid responders from marketing, fulfillment, customer service, legal and an executive sponsor to help push actions through.

Team With Medals

Also, on a regular basis, the community team should be sending regular reports to stakeholders in your organization about feedback gathered from the online community. These include metrics such as inbound mentions, top complaints, and praises and individuals that were specifically mentioned on social media.

Remember, it’s the small things that count most

Socially intelligent companies are online not only to push a marketing message and inform the public about products, but also to make sure customers are being listened to and respected. As a result, any community manager or department should have a good system in place for keeping tabs on top clients and most vocal advocates.

In my former position as an influence marketer at Republic Publishing for Nokia (now Microsoft), I used social intelligence to make sure our influencers were remembered during life’s milestones in a personal way. Despite having an influencer population of 400 people, we worked hard to recognize and reward our brand advocates and influencers.

Whenever a milestone was mentioned such as an anniversary, child’s graduation or similar event, we recorded the upcoming milestone in a shared notebook. By using surprise gifts such as a bouquet of flowers or a Starbucks gift card on Father’s day, we made efforts to ensure each of our brand influencers felt valued.

In your organization, you might take action by congratulating a subscriber on their 1-year anniversary of using your service or by sending them some company swag when they report being a repeat customer. Evaluate your online audience and construct a plan to delight and honor your fanbase.

Predict what your customer wants next

Every day, social data exposes customer’s opinions – good and bad. Here at Sysomos, we ingest multiple petabytes of data every day.

So, after monitoring and collecting data of what your social community is saying, the socially intelligent company will then move to an analysis and predictive phase by analyzing the conversations.

For example, say an electronics company releases a blockbuster toy. After 3-4 weeks of monitoring social conversation, a pattern appears of numerous complaints about battery life. The next step would be for that company to take this feedback to the engineering group to push for a larger battery to be potentially included in the next version of the electronic gadget.

Furthermore, moving along the social intelligence continuum, social data can be used to predict what your customers are looking for next. How do we build actionable information from social data? One technique is to look at mentions of your brands and products and discover what words are being said in relation to your proprietary terms. An integrated digital marketing organization can use search data from Google to help extrapolate this.

On the social data side, we can use Buzzgraph from Sysomos MAP to do the trick. For example, say you are a small-town microbrewery that just expanded your brewing capacity and you’re wondering what beer you should brew next.

By analyzing your brewery’s name in a Buzzgraph, you can surface social posts and unearth questions such as “Does Vagabond brewing make an Irish stout?” If you see this pattern over and over again, perhaps stout should be the next beer on Vagabond’s available sign. J

Sysomos MAP - Buzzgraph around community management

Wrapping up

As you can see, there are many ways social intelligence can be applied to customer retention.  What’s your favorite way of ensuring your customers are forever fans?

(Photo credit: orinrobertjohn and thejesse)

How social intelligence benefits Human Resources

It’s a common misnomer that social media is solely a function of their company’s marketing or communications department. While marketing is likely the group that holds the keys to a company’s social media accounts, to think that they’re the only ones who could benefit from social intelligence would be a mistake.

Here at Sysomos we truly believe that any part of a company can benefit from social intelligence, especially if you know exactly what you’re looking for.

So, how do departments across your organization see the benefits of listening and learning from the social media space? We’re going to explore this in a series of posts.

Today we’re going to start with your HR department.

Finding the right talentFinding the right talent

Finding candidates to fill roles in your company can sometimes be challenging and time-consuming, but it doesn’t always have to be that way when the right people are under your nose… if you know how to find them.

Social intelligence can help you narrow down your field of candidates. Start by thinking about what someone who would fit the role would be talking about in social media.

For example, if the open position that you’re looking to fill is that of a community manager, you may want to look for people who are talking about community management in social. Make a list of community management related words and phrases and start searching for the people talking the most about it.

Sysomos MAP - Buzzgraph around community management

Even if remote working isn’t right for your company right now, social intelligence can also help you find local candidates. All you would need to do is narrow your search for these people to a specific region. Our Sysomos software will let you monitor for people all the way down to a city level, making finding a local candidate even easier to find through social media.

Use Authority Score to find the cream of the crop

Next, they can narrow down those people that talk about community management to find people with a high authority score on the subject. However, the highest ranking authorities on the subject may have that score because they already have a job they love doing that. That’s not a reason to not pursue them as a hire, but it may make them a bit harder to recruit. But you don’t always have to go after the people with the highest authority score, you can also search for those with a medium level score. This means that they probably know what they’re talking about and that people listen to what they have to say, but their role may not be the most visible and they may be open to learning about new opportunities to further their career.

An authority score allows you to see a person’s influence on a specific social channel. People with a higher authority score are usually more engaged on that channel and are also more likely to be engaged by others. You can run a search on a subject, such as our community management example, and then look for the people with the highest authority score on the subject to flush out great candidates. Not only can you view your candidates authority score, but it might also be interesting to also take a look at what the authority score of their followers is. Are they already being listened to by people with authority? That may make them more intriguing.

Sysomos MAP - Follower Authority Breakdown

Once you’ve narrowed down a few good candidates, social intelligence can help you to further narrow down that list. Listening to the people on your list for what they talk about through social media and even how they talk can be a great indicator for if that person would seem like a good culture fit within your organization.

In just a few easy steps your HR department can utilize social intelligence to help find great candidates for your organization without having to wade through giant piles of resumes.

Keep watching our blog as we update this series with ways that other departments in your company can utilize social intelligence to do better work and make their jobs easier.

Would you like to know more about how to get the right social intelligence to the right people in your organization? Contact us and we can help.