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Facebook offers untapped big data potential

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With its incredible reach, marketers have gravitated to Facebook. BRADLEY ELLIOTT, director of Platinum Seed, digs into the untapped potential of the social network’s “big data.”

Since the first friend request was made on the Harvard campus in 2004, Facebook has become the biggest social media platform in the world by far, with 1.94 billion active users, which is more than Twitter, Whatsapp and Instagram combined.

Five new profiles are created every second, and half a million comments are posted on the network every minute. It’s a huge ecosystem of data, with a wide range of content – from funny, inspiring, cute and heart-warming content, to the more tragic and disturbing. Unfortunately, brands struggle to harness the potential of Facebook “big data” – the massive reserve of data generated from this environment – to its maximum potential.

Businesses simply don’t realise how much data they collect every day and over the years. While most organisations use some of this data to make basic business decisions, like dealing with complaints, few use it to create and nurture relationships with existing and potential customers. Instead, marketers have become masters of their own demise, sending an endless stream of spam and then trying to figure out ways to increase open rates for this often unsolicited, irrelevant communication. However, marketers could very easily use available demographic data to segment their data sets to serve communication in a more targeted manner. Directing male products to males and female products to females are two prominent examples, but most businesses neglect even this basic function.

While some brands can create segments, they rarely use them at a significant scale due to the complexities involved. Being able to segment consumers based on both demographic and behavioural data is extremely powerful, but marketers are intimidated. Tapping into real-time behavioural data allows brands to keep their fingers on the pulse of where consumers are in their lifetime journey, how their preferences and habits are changing, and which products would be most relevant to them. By driving personalised communications, offers and rewards to consumers on a one-to-one level, brands can build advocacy, as well as increase purchase frequency and customer lifetime value.

Facebook has increasingly become a pay to play space, as organic reach for brand pages is now set at only 2%. Brands buy reach and engagement by promoting the content they serve to their audiences. While this can be highly targeted, reach and engagement tend to be a function of budget. The Facebook environment offers a powerful way to reach and engage customers in a much more meaningful way, but this needs to be done strategically, using the correct approach and tools. Brands that produce truly emotive content achieve higher levels of what is referred to as “share of emotion”, or content that drives people to willingly want to share content, resulting in organic reach and engagement.

Too many brands use social media to push their products on consumers, when they should be adding value through rich story-telling, helpful advice, or unbelievable facts. Most users are exposed to up to 1500 stories a day on Facebook, but an average user only gets to see about 100, which is why Facebook tries to make a user’s newsfeed as “personalised” as possible. The algorithm uses several key metrics, including the “relevancy score”, which uses hundreds of variables to control the news feed to predict what content users are most likely to engage with, based on past engagement, and the same applies to Facebook ads.

In July 2015, Facebook introduced the “see first” feature, which lets users hand-pick the accounts, whether friends or followed pages, they prefer to see first at the top of the news feed. If a user spends more time on a particular post, Facebook is more likely to show that post on friends’ news feeds and this need not be engagement in the traditional sense. For instance, people who are interested in a video might not necessarily have liked, commented on or shared it with their friends. Facebook has started monitoring other forms of video engagement, like turning on the audio, switching to full-screen mode, enabling high definition or saving a post for later viewing.

Facebooks’ algorithm is the most complex out of any social media platform and the company claims to continually change it to give users the best experience possible. Brands that produce engaging content, which is relevant to users, will have their content prioritised, but the key is to understand what content is working for the brand. In addition to great content, brands can also use brand influencers in their Facebook communities. These may not necessarily be users with the most followers, but those who drive the velocity of conversation around brand content.

Influencer software, Contunion, allows brands to identify and engage with these users and determine the overall influence of their social media communities. Continuon provides brands with key insight into the content that is getting the most engagement both on a community and individual level, allowing the brand to tailor its content plans for the biggest impact.  The Continuon system considers historic and fresh data as equally important, blending it to yield more targeted insights.

With the increasing capability of machine learning and artificial intelligence, combined with large data sets, this is becoming more and more precise. Computers can now analyse millions of variables in real-time, far beyond what humans are capable of, to determine probable outcomes. Not only does prescriptive analytics predict future activity, it also recommends the best course of action for any given situation.

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Android Go puts reliable smartphones in budget pockets

Nokia, Vodacom and Huawei have all launched entry-level smartphones running the Android Go edition, and all deliver a smooth experience, writes BRYAN TURNER.

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Three new and notable Android Go smartphones have recently hit the market, namely the Nokia 1, the Vodafone Smart Kicka 4 and the Huawei Y3 (2018). These phones run one of the most basic versions of Android while still delivering a fairly smooth user experience.

Historically, consumers purchasing smartphones in the budget bracket would have a hit-and-miss experience with processing speed, smoothness of user interface, and app stability. The Google-supported Android Go edition operating system optimises the user experience by stripping out non-important visual effects to speed up the phone. Thish allows for more memory to be used by apps. 

Google also ensures that all smartphones running Android Go will receive feature and security updates as they are released by Google. This is a major selling point for these smartphones, as users of this smartphone will always be running the latest software, with virtually no manufacturer bloatware.

Vodafone Smart Kicka 4

At the lowest entry-level, the Vodafone Smart Kicka 4 performs well as a communicator for emails and WhatsApp messages. The 4” screen represents a step up for entry-level Android phones, which were previously standardised at 3.5”.

The display is bright and very responsive, while the limited screen real estate leaves the navigation keys off the screen as touch buttons. It uses 3G connectivity, which might seem like an outdated technology, but is good enough to stream SD videos and music. Vodacom has also thrown in some data gifts if the smartphone is activated before the end of September 2018. 

Its camera functionalities might be a slight let down for the aspirant Instagrammer, with a 2MP rear flash camera and a 0.3MP selfie snapper. Speed wise, the keyboard pops up quickly, which is a huge improvement from the Smart Kicka 3. However, this phone will not play well with graphics-intensive games. 

Nokia 1

Next up is the Nokia 1, which adds a much better 5MP camera, improved battery life and a bigger 4.5” screen. It supports LTE, which allows this smartphone to download and upload at the speed of flagships. It also sports the Nokia brand name, which many consumers trust.

Although the front camera is 2MP, the quality is extremely grainy, even with good lighting. This disqualifies this smartphone for the social media selfie snapper, but the 5MP rear camera will work for the landscape and portrait photographer. 

The screen also redeems this smartphone, providing a display which represents colours truly and has great viewing angles. Xpress-on back covers allows the use of interchangeable, multi-coloured back covers, which has proven to be a successful sales point for mid-range smartphones in the past. 

Huawei Y3 (2018)

The most capable of the Android Go edition competitors, the Huawei Y3 (2018) packs an even bigger screen at 5”, as well as an improved 8MP rear camera and HD video recording. The screen is the brightest and most vibrant of the three smartphones, but seems to be calibrated to show colours a little more saturated than they actually are. 

Nevertheless, the camera outperforms the other smartphones with good colour replication and great selfie capabilities via the 2MP front camera – far superior to the Nokia 1 despite the same spec. LTE also comes standard with this smartphone and Vodacom throws in 4G/LTE data goodies until the end of September 2018. The battery, however, is not removable and may only be replaced by a warranty technician.

Comparing the 3

All three smartphones have removable back covers, which provide access to the battery, SIM card and SD card slots. The smartphones have Micro USB ports on the bottom with headphone jacks on the top. The built-in speakers all performed well, with the Y3 (2018) housing an exceptionally loud built-in speaker. 

Although all at different price points, all three phones remain similar in performance and speed. The differentiators are apparent in the components, like camera quality and screen quality. It would be fair to rank the quality of the camera and battery life by respective market prices. The Vodafone Smart Kicka 4 performed well, for its R399 retail price. The Nokia 1, on the other hand, lags quite a bit in features when compared to the Huawei Y3 (2018), bwith oth retailing at R999.

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SA gets digital archive

As the world entered the centenary of Nelson Mandela’s birth on Mandela Day, 18 July 2018, South Africa celebrated the launch of a digital living archive. 

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The southafrica.co.za  site carries content about the country’s collective heritage in South Africa’s eleven official languages.

Designed as a nation building,  educational and brand promotion web based tool, the free-to-view platform features award-winning photographic and written content by leading South African photographers, authors, academics and photojournalists.

The emphasis is on quality, credible, factual content that celebrates a collective heritage in terms of the following: Cultural Heritage; Natural Heritage; Education; History; Agriculture; Industry; Mining; and Travel.

At the same time as reflecting on the nation’s history, southafrica.co.za celebrates South Africa’s natural, cultural and economic assets so that the youth can learn about their nation in their home language.

Southafrica.co.za Founder and CEO Hans Gerrizen conceptualised southafrica.co.za as a means for youth and communities from outlying areas to benefit from the digital age in terms of the web tool’s empowering educational component.

“We can only stand to deepen our collective experience of democracy and become a more forward planning nation if we know facts about our nation’s past and present in everyone’s home language,” he says.

Southafrica.co.za, with sister company Siyabona Africa, is the organiser and sponsor of the Mandela: 100 Moments photographic exhibition that runs until 30 September at Cape Town’s V&A Waterfront-based Nelson Mandela Gateway to Robben Island.  The 3-month exhibition, which runs daily from 08h00 until 15h00, is showcasing one hundred iconic Nelson Mandela images taken by veteran South African photojournalist and self-taught lensman Peter Magubane.

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