Social media "mining" is a type of data mining, a technique of analyzing data to detect patterns. Social media mining is a process of representing, analyzing, and extracting actionable patterns from data collected from people's activities on social media. Google mines data in many ways including using an algorithm in Gmail to analyze information in emails. This use of information will then affect the type of advertisements shown to the user when they use Gmail. Facebook has partnered with many data mining companies such as Datalogix and BlueKai to use customer information for targeted advertising.[49] Ethical questions of the extent to which a company should be able to utilize a user's information have been called "big data".[49] Users tend to click through Terms of Use agreements when signing up on social media platforms, and they do not know how their information will be used by companies. This leads to questions of privacy and surveillance when user data is recorded. Some social media outlets have added capture time and Geotagging that helps provide information about the context of the data as well as making their data more accurate.

Social media is a computer-based technology that facilitates the sharing of ideas and information and the building of virtual networks and communities. By design, social media is internet based and offers users easy electronic communication of personal information and other content, such as videos and photos. Users engage with social media via computer, tablet or smartphone via web-based software or web application, often utilizing it for messaging.


Like Pinterest, Instagram is a visual social media platform. The site, launched on October 6, 2010, has more than 400 million active users and is owned by Facebook. Many of its users use it to post information about travel, fashion, food, art and similar subjects. The platform is also distinguished by its unique filters together with video and photo editing features. Almost 95 percent of Instagram users also use Facebook.
This is a social bookmarking web service for discovering, storing and sharing web bookmarks. The site was founded by Peter Gadjokov and Joshua Schachter in 2003 and acquired in 2005 by Yahoo. By the end of 2008, Delicious claimed that it had bookmarked 180 million URLs and acquired more than 5.3 million users. The service was later sold to AVOS Systems in April 2011 who later sold it to Science Inc. In January this year, Delicious Media said that it had acquired the service.
For Malcolm Gladwell, the role of social media, such as Twitter and Facebook, in revolutions and protests is overstated.[178] On one hand, social media make it easier for individuals, and in this case activists, to express themselves. On the other hand, it is harder for that expression to have an impact.[178] Gladwell distinguishes between social media activism and high risk activism, which brings real changes. Activism and especially high-risk activism involves strong-tie relationships, hierarchies, coordination, motivation, exposing oneself to high risks, making sacrifices.[178] Gladwell discusses that social media are built around weak ties and he argues that "social networks are effective at increasing participation — by lessening the level of motivation that participation requires".[178] According to him "Facebook activism succeeds not by motivating people to make a real sacrifice, but by motivating them to do the things that people do when they are not motivated enough to make a real sacrifice".[178]
Some of the most successful SEOs and public relations professionals earn their notoriety, at least in part, from the relationships they are able to build. They're also good at what they do, of course, but great relationships bolster their already solid effort. The relationships you build with your customers lead to advocacy and loyalty, traits that can support your brand during both the good and the bad times, representing an investment that will remain strong on nearly any platform and under nearly any circumstances.
Social media content is generated through social media interactions done by the users through the site. There has always been a huge debate on the ownership of the content on social media platforms because it is generated by the users and hosted by the company. Added to this is the danger to security of information, which can be leaked to third parties with economic interests in the platform, or parasites who comb the data for their own databases.[180] The author of Social Media Is Bullshit, Brandon Mendelson, claims that the "true" owners of content created on social media sites only benefits the large corporations who own those sites and rarely the users that created them.[181]
Flickr, pronounced “Flicker,” is an online image and video hosting platform that was created by the then Vancouver-based Ludicorp on February 10, 2004, and later acquired by Yahoo in 2005. The platform is popular with users who share and embed photographs.  As of October last year, Flickr had more than 112 million users and had its footprint in more than 63 countries. An average of a million photos are shared daily on Flickr.
There are many online tools and apps that will help your social media marketing skills. Some like Hootsuite or CoSchedule are great for creating content calendars and monitoring specific targets. Others are great for building a following (be careful with these). Learn as many of these online tools as you can so you will have a leg up when it comes to finding work.
This is a social bookmarking web service for discovering, storing and sharing web bookmarks. The site was founded by Peter Gadjokov and Joshua Schachter in 2003 and acquired in 2005 by Yahoo. By the end of 2008, Delicious claimed that it had bookmarked 180 million URLs and acquired more than 5.3 million users. The service was later sold to AVOS Systems in April 2011 who later sold it to Science Inc. In January this year, Delicious Media said that it had acquired the service.
Twitter is increasingly a target of heavy activity of marketers. Their actions, focused on gaining massive numbers of followers, include use of advanced scripts and manipulation techniques that distort the prime idea of social media by abusing human trustfulness.[167] British-American entrepreneur and author Andrew Keen criticizes social media in his book The Cult of the Amateur, writing, "Out of this anarchy, it suddenly became clear that what was governing the infinite monkeys now inputting away on the Internet was the law of digital Darwinism, the survival of the loudest and most opinionated. Under these rules, the only way to intellectually prevail is by infinite filibustering."[168] This is also relative to the issue "justice" in the social network. For example, the phenomenon "Human flesh search engine" in Asia raised the discussion of "private-law" brought by social network platform. Comparative media professor José van Dijck contends in her book "The Culture of Connectivity" (2013) that to understand the full weight of social media, their technological dimensions should be connected to the social and the cultural. She critically describes six social media platforms. One of her findings is the way Facebook had been successful in framing the term 'sharing' in such a way that third party use of user data is neglected in favour of intra-user connectedness.
Like Pinterest, Instagram is a visual social media platform. The site, launched on October 6, 2010, has more than 400 million active users and is owned by Facebook. Many of its users use it to post information about travel, fashion, food, art and similar subjects. The platform is also distinguished by its unique filters together with video and photo editing features. Almost 95 percent of Instagram users also use Facebook.
Companies are increasingly using social media monitoring tools to monitor, track, and analyze online conversations on the Web about their brand or products or about related topics of interest. This can be useful in public relations management and advertising campaign tracking, allowing the companies to measure return on investment for their social media ad spending, competitor-auditing, and for public engagement. Tools range from free, basic applications to subscription-based, more in-depth tools.

Just remember that it is always a good practice to add a disclosure about your affiliate links to your social media audience. This builds up a trust with them. Secondly, don’t spam your social media communities with affiliate links as this puts off the people. Always have a healthy ratio of generic informational posts (which are of interest to your audience) to the promotional posts (with your affiliate links).
Becoming a brand ambassador is another viable way for social media influencers to make money. As of late, ongoing ambassadorships are quoted to be the most effective method of influencer marketing because of their structural nature. Companies hire brand ambassadors for long-term relationships and pay them on a retainer basis. It is the responsibility of the influencer to become the supreme expert on the brand or product and broadcast his or her partnership with the brand on all social media channels.
Relationships flourish when you cultivate them, and no other area offers you the opportunity to do this as well as social media. Social channels have broken down the walls between individuals at an unprecedented rate. In 2011, Facebook released data showing that its users were, on average, 3.74 degrees of separation away from one another, making them nearly as connected to each other as Kevin Bacon is to the rest of Hollywood. In the years since that study, the network has only continued to grow. That's pretty amazing, and social media can take credit for making it happen.
Eric Ehrmann contends that social media in the form of public diplomacy create a patina of inclusiveness that covers[122] traditional economic interests that are structured to ensure that wealth is pumped up to the top of the economic pyramid, perpetuating the digital divide and post Marxian class conflict. He also voices concern over the trend that finds social utilities operating in a quasi-libertarian global environment of oligopoly that requires users in economically challenged nations to spend high percentages of annual income to pay for devices and services to participate in the social media lifestyle. Neil Postman also contends that social media will increase an information disparity between "winners" – who are able to use the social media actively – and "losers" – who are not familiar with modern technologies or who do not have access to them. People with high social media skills may have better access to information about job opportunities, potential new friends, and social activities in their area, which may enable them to improve their standard of living and their quality of life.
Google+ isn’t so different from Facebook and Twitter in that it allows you to get a message out to a lot of people. The one nice thing about it, though, is that you can separate people into different “circles,” so you can really then target different people of different demographics with your messages and test which marketing messages worked best with who. It’s a great tool to use to really test the potential success of a social media marketing scheme.
Its like, if you tell yourself a lie so many times, eventually it wont be a lie anymore, but just reality. I Tried to start a little site on my own, thinking some people would like it out of 7B of them. Yeah I get few visitors here and there, but nothing steady. I tried google Adsense and noticed that all the new clicks were coming from the same location but different IP.

Concerns have been raised about online "stalking" or "creeping" of people on social media, which means looking at the person's "timeline, status updates, tweets, and online bios" to find information about them and their activities.[104] While social media creeping is common, it is considered to be poor form to admit to a new acquaintance or new date that you have looked through his or her social media posts, particularly older posts, as this will indicate that you were going through their old history.[105] A sub-category of creeping is creeping ex-partners' social media posts after a breakup to investigate if there is a new partner or new dating; this can lead to preoccupation with the ex, rumination and negative feelings, all of which postpone recovery and increase feelings of loss.[106]
Digital products give influencers the opportunity to create something tangible that they can distribute and sell to their network to earn an income from their knowledge, influence and expertise. Fitness queen Kayla Itsines is a great example of an influencer empire built on digital products and influence, with her downloadable workout program Bikini Body Guide and her newly launched app Sweat With Kayla.
Social media personalities have been employed by marketers to promote products online. Research shows that digital endorsements seem to be successfully targeting social media users,[84] especially younger consumers who have grown up in the digital age.[85] Celebrities with large social media followings, such as Kylie Jenner, regularly endorse products to their followers on their social media pages.[86] In 2013, the United Kingdom Advertising Standards Authority (ASA) began to advise celebrities and sports stars to make it clear if they had been paid to tweet about a product or service by using the hashtag #spon or #ad within tweets containing endorsements.
Users typically access social media services via web-based technologies on desktops and laptops, or download services that offer social media functionality to their mobile devices (e.g., smartphones and tablets). As users engage with these electronic services, they create highly interactive platforms through which individuals, communities, and organizations can share, co-create, discuss, and modify user-generated content or pre-made content posted online.
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