We often get questions about the indicators or definitions that we use in Sotrender on a daily basis – internally and externally in blog posts and in clients’ reports. We know that although some things may be obvious to us since we’re used to them, it’s not the same for everyone. This is why we’ve created the Sotrender Glossary!
Find all the definitions, explanations and clarifications you need below.
Active users in the Sotrender application are unique users who have interacted with the page within a given timeframe by interacting with a post – such as clicking like, commenting, sharing/retweeting content or posting to a Page’s wall for example.
Sotrender allows you to check the number of users involved and the percentage involved for any day, hour or change over a longer period of time.
You will find more about active users from the Community Ranking chart.
This is an aggregate activity metric used to measure activity on Twitter, Instagram and YouTube. It is the equivalent of the Interactivity Index on Facebook.
Activity Index Measurement System:
In order to summarize all the activities that take place on Twitter profiles, we have adopted the following corresponding weights for scoring:
- Retweets and admin answers -> 5
- Retweets -> 3
- Adding to “favorites” -> 1
- Memory -> 2
- Likes -> 1
- Comments -> 8
For YouTube, we consider the sum of positive and negative votes (thumbs up/down) as well as the number of comments:
- Thumbs up -> 1
- Thumbs down -> 1
- Comments -> 6
This indicator describes the degree of alignment of the target group with the entire population of a given page or platform. At Sotrender the indicator is mostly used in Audience Scan reports. The Affinity Index shows the scale of matching the selected feature/category to the target audience against the overall Facebook population.
An Affinity Index higher than 100 means an above-average match towards the target group.
Here’s how we measure the Affinity Index:
AI = (% of interested target audience/% of interested people in the entire Facebook population) * 100
Absolute Affinity Index
What is an absolute affinity?
It’s coactivitity shown in a number of the same coengaged users on analysed profiles. Take a look at this example:If the value of absolute affinity or our profile and for Coca-Cola profile stands at 168, it means that those two profiles have 168 engaged people in common. These same people are active on our profile and on Coca-Cola’s profile. Our profile and the Axis one have 156 engaged users in common.
Audience Insights (Audience Groups Statistics)
This is a Facebook tool that allows you to gain additional information about three types of groups: Page fans, custom audiences or Facebook users in general.
Audience Insights provide information about – among other things: gender, age, education, profession, frequency of activity, travel history and country of origin.
This information can be used in several ways including: verifying the communication to the group and adjust it for the demography or interests then preparing the appropriate advertising campaigns. Custom targeting of ads can help modify communication strategies for other mediums too.
An in-depth study by Sotrender, from which it’s possible to thoroughly look into the specific target audience based on the customer base or Facebook fans.
The study is an extension of the option offered by Facebook (Audience Insights). The Audience Scan is much more flexible and therefore meets the needs of even the most demanding clients.
With properly selected questions, we can learn about:
- Who the influencers of the selected target group are, the brands and media sources they are interested in which are above the average benchmark.
- What media are the most popular providers of information and entertainment for the target audience.
- What distinguishes this target group from the entire Facebook user-base
API (Application Programming Interface)
The Application Programming Interface, to put it simply, is a specific bridge between the data source and the application/panel that they want to use.
Sotrender is connected with Facebook, Instagram, Twitter and YouTube through their respective API’s. Using this, we are able to retrieve a specific information then process it and display it in a new form.
We also have our own API at Sotrender which is possible to subscribe to for companies to use the information we provide in Sotrender for their own purposes and further analysis.
This is for controlling the access to your Page information. When using Sotrender, it is particularly important because it allows the application to provide you with detailed information about the managed page (and also makes the process much more accurate and faster). Authorization allows for “insights” such as reach, demography, negative feedback or sources of likes can be viewed directly on our platform.
This is one of the charts in the Sotrender app which allows you to compare your profiles with tens of thousands of profiles in our database – not just those added to your account.
The User Interest Graph is a monthly ranking (i.e. you can check the values for full months only).
This is the process of comparing one company, product, brand or operating strategy with others to find better and more effective solutions. This analysis can be done against both direct competitors or other local companies as well as market leaders or more general standards for example.
Benchmarking informs you not only where in the market the company stands but which activities specifically are effective and which are less effective. It also allows you to keep track of current trends or how to stand out from the competition.
Benchmarking works well in the online world and in social media where two or more social media profiles/channels and can be analyzed and compared. What is very useful in this respect is Sotrender’s Comparison function where you can create a group on any platform to create reports about these profiles (up to 14 profiles at a time).
This is a list/ranking of users who have had any interaction with a profile in a given month.
The ranking is based on the interaction with the page and the content posted based on the Interactivity Index (InI) but also includes segments about the type of interaction which the user mostly performed (people who like, comment, discuss and so on) as well as the days in which the user was mostly active.
Community ranking is a monthly ranking – you can check the values only for full months; which results in larger amounts of data being looked at for higher accuracy.
Sotrender does not store information relating to users’ names.
Dark Posts (Unpublished Page Posts)
These are posts that don’t appear on the timelines of Pages on Facebook. Dark posts, formerly called unpublished page posts, are used to create ads and most often appear to users in their newsfeeds or the right columns on Facebook when the promotion of such posts is active.
Because they’re exclusively commercial, dark posts show only paid reach.
User engagement is one of the most important indicators for evaluating the quality of brand communication in social media. Engagement describes how brands are able to trigger recipients’ responses which in turn can be viral media content. Through this, brands not only keep on engaging their fans but also their image on the web.
The Facebook Algorithm (Formerly Edge Rank)
The Facebook algorithm is responsible for displaying the content on the user’s’ feeds, evaluating whether it would be interesting for the user. This algorithm affects the reach of every post.
It has many factors of over 100,000 variables. Some of the most important variables are Affinity – the person with the given Page, the weight of the post which is calculated using the number of activities performed on it and time decay which is affected by the time since the publication of the post.
These are Facebook statistics that give Page administrators in-depth information about their Pages. They can help track user behavior with published posts, find answers to questions such as “when is the best time of the week/day to post?” and “what kinds of posts are my most popular?”. This can help increase the efficiency and interaction of posts with the user-base.
Frequency is the average number of times an ad has been displayed on the feed of a user. It is counted as the number of impressions divided by the total reach.
When setting up Facebook ads, you can determine how many times a given ad is shown to a user which would of course be dependent on the budget of the campaign.
Interactivity Index (InI)
This is an activity indicator on a Facebook profile which was created by Sotrender. InI calculates the individual activities and assigns them the appropriate weights according to their relevance to the Page. This allows the InI to help identify which content was the most engaging, considering the importance of individual activities. The metric can be calculated from the brand’s perspective or that of the user’s.
- Likes = 1
- Comment = 4
- Post (text, status or multimedia, etc.) = 12
- Shares = 16
This is a very short description of the middle value of a given dataset. In many cases, in the quantitative studies conducted by Sotrender, the use of the median is more justified than the use of the average since it’s more resistant to extreme values in a given dataset.
People Talking About This (PTAT)/Storytellers
People Talking About This shows a wide range of users around the Page. It takes into account people who have liked the site, posted on the Page, reacted to posts, commented or shared as well as responding to event invitations as well as a few other actions.
PTAT is the only metric that, without access to insight data, assesses the impact of advertising activities. This is because this includes Dark Posts which is content that only appears to users to whom it was targeting.
Reach is the number of pageviews and content views in a given time period regardless of whether the person saw the content or interacted with it.
This includes both paid and organic reach.
This is the number of pageviews and its content with no additional promotional activities.
This is the number of page impressions and its content that are the result of paid promotional activities (ads).
This is the number of pageviews and its content that are the result of other users’ activities. Viral reach information is available only from the Sotrender panel and not in Facebook statistics tools.
Relative Affinity Index
What is relative affinity?
Relative affinity index is reflected in percentage:
In previous example our selected profile and the Coca-Cola profile have a relative affinity index of 0,01%, meaning that 0,01% of all engaged users on the Coca-Cola profile are engaged on our profile as well. In Sotrender you will find users’ co-activities divided into two sections: profiles and industries.
Relative Interactivity Index
This is an index created in the basis of the Interactivity Index but which takes the size of the Page into account and therefore allows you to get a more accurate comparison of different Pages.
Relative interactivity index = (InI/# of fans) * 100
A metric indicating how often a page responds to users’ posts within a certain time period and shown in % points as well. The response rate doesn’t include measurements of responses to users’ comments but only to posts.
Share of Spending
This is another Sotrender indicator used in the Paid Communication Study. It reports advertising expenditures across the entire industry – including the months when spending is the highest.
Share of Voice
This is also Sotrender’s own indicator of how “loud” the brand was with respect to its competitors. This indicator is based on views and can convey the following information:
- What are the different methods of communication with the target audience?
- Who is the leading competitor in the market?
In turn, Facebook’s Share of Voice shows which brands have irregular bigger campaigns or smaller more regular posting strategies.
Target Group/Target Audience
These are people or entities (such as companies or institutions) who, because of certain characteristics/preferences, are potential customers of the company/brand. These are the people to whom marketing and sales activities will be targeted towards.
Getting to know your target audience is a constant process because as people’s preferences change, the messages that are addressed to them must also be changed.
One way to better understand the target audience is to conduct an Audience Scan.
Trends reports are the largest monthly and free publications summarizing the results of UK pages and channels on Facebook and Twitter. The reports include in-depth demographics, reach, fan engagement, activity statistics. Currently they cover less than 80 Facebook thematic categories and around 40 for the remaining platforms. The latest editions of the reports can be found on our website under the Reports tab. Trends reports for the UK have been discontinued since August 2017.