Using Dr Dave Chaffey's approach, the digital marketing planning (DMP) has three main stages: Opportunity, Strategy and Action. He suggests that any business looking to implement a successful digital marketing strategy must structure their plan by looking at opportunity, strategy and action. This generic strategic approach often has phases of situation review, goal setting, strategy formulation, resource allocation and monitoring.[59]
Just think about any relationship for a moment. How long you've known a person is incredibly important. It's not the be-all-end-all, but it is fundamental to trust. If you've known someone for years and years and other people that you know who you already trust can vouch for that person, then you're far more likely to trust them, right? But if you've just met someone, and haven't really vetted them so to speak, how can you possibly trust them?
Your iPhone might do a great job of focusing on the subject when you take photos, when when it comes to video, the camera will continue adjusting and re-adjusting as you move around the scene. To solve this problem, lock the exposure before you press record. Hold your finger down on the subject of the video until a yellow box appears with the words “AE/AF Lock”.
Finally, consider adding intro and outro music. Intro and outro music, or bookends, can serve as a theme for your content. These are a great choice if you don't need music throughout your entire video. Bookend music can help set the tone for your video, naturally split your content into chapters, and leave your viewers feeling they had a complete experience.

However, some of the world's top-earning blogs gross millions of dollars per month on autopilot. It's a great source of passive income and if you know what you're doing, you could earn a substantial living from it. You don't need millions of visitors per month to rake in the cash, but you do need to connect with your audience and have clarity in your voice.
"I hope the new site and optimizing keeps it rolling! You guys have done an awesome job! If you have any more suggestions count me in. I don't know if you remember but my goal was to get 2000 natural applications a month by year end. August we had 1200! March we had under 50! Unbelievable! Next years goal is by year end is to be getting 4000 a month. Then I take you, a member of the link team on a weekend trip for some fun all expenses on me." Melissa E.
There has been an increase in social media marketing in sport, as sports teams and clubs recognise the importance of keeping a rapport with their fans and other audiences through social media.[112] Sports personalities such as Cristiano Ronaldo have 40.7 million followers on Twitter and 49.6 million on Instagram, creating opportunities for endorsements.[113]
Blogging website Tumblr first launched ad products on May 29, 2012.[69] Rather than relying on simple banner ads, Tumblr requires advertisers to create a Tumblr blog so the content of those blogs can be featured on the site.[70] In one year, four native ad formats were created on web and mobile, and had more than 100 brands advertising on Tumblr with 500 cumulative sponsored posts.

Liis, I couldn’t agree more with everything you say here. It’s such a motivating stuff . I can’t believe how far video has come since the early YouTube days. Social video is now such an important tool to modern marketing that my clients keep asking for more. The results really speak for themselves. I also love how more and more tools pop up (like slide.ly/promo and wevideo.com) to help make videos more accessible and possible for brands and companies of all sizes, not just the big brands. It’s been an interesting journey watching video grow up until now, but, I can’t wait to see what the future of video marketing will look like.


By using Internet platforms, businesses can create competitive advantage through various means. To reach the maximum potential of digital marketing, firms use social media as its main tool to create a channel of information. Through this a business can create a system in which they are able to pinpoint behavioral patterns of clients and feedback on their needs.[30] This means of content has shown to have a larger impingement on those who have a long-standing relationship with the firm and with consumers who are relatively active social media users. Relative to this, creating a social media page will further increase relation quality between new consumers and existing consumers as well as consistent brand reinforcement therefore improving brand awareness resulting in a possible rise for consumers up the Brand Awareness Pyramid.[31] Although there may be inconstancy with product images;[32] maintaining a successful social media presence requires a business to be consistent in interactions through creating a two way feed of information; firms consider their content based on the feedback received through this channel, this is a result of the environment being dynamic due to the global nature of the internet.[29] Effective use of digital marketing can result in relatively lowered costs in relation to traditional means of marketing; Lowered external service costs, advertising costs, promotion costs, processing costs, interface design costs and control costs.[32]

For example, I save the comments I write in my email drafts folder and I use the subject line as a label for the topic. After I’ve saved the drafts, I can come back and turn these comments into blog posts. I can even make the comment itself the blog post. After all, it’s still my writing. (Check out Meddle, which makes this whole process easy and allows you to share/syndicate your comments to your social platforms with a few easy clicks.)


Affiliate marketing is the art of marketing products, services or information for others. It doesn't require that you ever house or warehouse a single thing. But it does require that you have an audience to market those things to online. Without that audience, whether it's through search engines like Google or social media channels like Facebook, you'll find a difficult time with affiliate marketing.

Digital marketing methods such as search engine optimization (SEO), search engine marketing (SEM), content marketing, influencer marketing, content automation, campaign marketing, data-driven marketing,[6] e-commerce marketing, social media marketing, social media optimization, e-mail direct marketing, Display advertising, e–books, and optical disks and games are becoming more common in our advancing technology. In fact, digital marketing now extends to non-Internet channels that provide digital media, such as mobile phones (SMS and MMS), callback, and on-hold mobile ring tones.[7] In essence, this extension to non-Internet channels helps to differentiate digital marketing from online marketing, another catch-all term for the marketing methods mentioned above, which strictly occur online.


All of these questions can help determine what type of video you should make and where you should post it. For example, if your target audience is not familiar with your company, you probably want to make a video that focuses on brand awareness before producing an in-depth, product video. You'll also want to host your video on a site that already has a large reach, like YouTube. 
Although online marketing creates many opportunities for businesses to grow their presence via the Internet and build their audiences, there are also inherent challenges with these methods of marketing. First, the marketing can become impersonal, due to the virtual nature of message and content delivery to a desired audience. Marketers must inform their strategy for online marketing with a strong understanding of their customer’s needs and preferences. Techniques like surveys, user testing, and in-person conversations can be used for this purpose.
Users will occasionally come to a page that doesn't exist on your site, either by following a broken link or typing in the wrong URL. Having a custom 404 page30 that kindly guides users back to a working page on your site can greatly improve a user's experience. Your 404 page should probably have a link back to your root page and could also provide links to popular or related content on your site. You can use Google Search Console to find the sources of URLs causing "not found" errors31.

As of October 2018 almost 4.2 billion people were active internet users and 3.4 billion were social media users (Statista). China, India and the United States rank ahead all other countries in terms of internet users. This gives a marketer an unprecedented number of customers to reach with product and service offerings, available 24 hours a day, seven days a week. The interactive nature of the internet facilitates immediate communication between businesses and consumers, allowing businesses to respond quickly to the needs of consumers and changes in the marketplace.
“In a prior paper, we found that emotion plays a big role in which New York Times articles make the most emailed list. But interestingly, we found that while articles evoking more positive emotions were generally more viral, some negative emotions like anxiety and anger actually increased transmission while others like sadness decreased it. In trying to understand why, it seemed like arousal might be a key factor,” says Berger,[3] the Joseph G. Campbell Jr. Assistant Professor of Marketing at the University of Pennsylvania.

Videos allow you to increase the time spent by visitors on your site. Thus, longer exposure builds trust and signals search engines that your site has good content. Moovly gives us whopping statistics: You’re 53 times more likely show up first on Google if you have a video embedded on your website. Since Google now owns YouTube, there has been a significant increase in how much videos affect your search engine rank.
As we’ve been told by the Google rater’s guide, we ideally want to focus upon building sites that raters might see as involving Expertise, Authoritativeness, and Trustworthiness. A recent Google patent told us that it might look at search results to gauge the authoritativeness of pages in search results, and if pages within those results don’t meet a specific threshold of authoritativeness, Google may perform a search on a related query to find other authoritative search results, which could then be blended into search results for that initial query.

In 1999, I started this company with the mission statement, “We will work toward bringing in the greatest amount of relevant traffic to our clients’ websites, using the most ethical methods available.” That mission remains true today. Over the years, the game has evolved; the rules have changed and how the game of SEO is played has changed, but our services today still remain true to our original mission.

Apple's iPhone 5c: Created a Tumblr page, labeling it "Every color has a story" with the website name: "ISee5c". As soon as you visit the website, the page is covered with different colors representing the iPhone 5c phone colors and case colors. When you click on one of the colored section, a 15-second video plays a song and "showcases the dots featured on the rear of the iPhone 5c official cases and on the iOS 7 dynamic wallpapers...",[74] concluding with words that are related to the video's theme.
"I hope the new site and optimizing keeps it rolling! You guys have done an awesome job! If you have any more suggestions count me in. I don't know if you remember but my goal was to get 2000 natural applications a month by year end. August we had 1200! March we had under 50! Unbelievable! Next years goal is by year end is to be getting 4000 a month. Then I take you, a member of the link team on a weekend trip for some fun all expenses on me." Melissa E.
Social media continues to grow and adapt into a more exciting technology than ever before. While it was once a purely personal platform, the business and marketing applications are ace. Now we have entire degrees dedicated to the practice, and firms popping up all over the world promising to help brands expand on and off the web. While many offer tools to allow you to measure your own analytics, others handle everything for you.
To this end, companies make use of platforms such as Facebook, Twitter, YouTube, and Instagram to reach audiences much wider than through the use of traditional print/TV/radio advertisements alone at a fraction of the cost, as most social networking sites can be used at little or no cost (however, some websites charge companies for premium services). This has changed the ways that companies approach to interact with customers, as a substantial percentage of consumer interactions are now being carried out over online platforms with much higher visibility. Customers can now post reviews of products and services, rate customer service, and ask questions or voice concerns directly to companies through social media platforms. According to Measuring Success, over 80% of consumers use the web to research products and services.[30] Thus social media marketing is also used by businesses in order to build relationships of trust with consumers.[31] To this aim, companies may also hire personnel to specifically handle these social media interactions, who usually report under the title of Online community managers. Handling these interactions in a satisfactory manner can result in an increase of consumer trust. To both this aim and to fix the public's perception of a company, 3 steps are taken in order to address consumer concerns, identifying the extent of the social chatter, engaging the influencers to help, and developing a proportional response.[32]
The popularity of video also means that more content at the top of the funnel has to be in video format. In B2C it’s almost obvious. But B2B-people are people, too. Video content is more likely to keep the audience in the comfort zone, and they will not engage in system 2 thinking. System 1 autopilot mental state should lead to less critical thinking, less friction, and more conversions.
Lastly, 2018 has brought about a penchant for the authentic and raw. According to HubSpot Research, consumers and customers actually prefer lower quality, “authentic” video over high-quality video that seems artificial and inauthentic. What does this mean for you? That video is within reach for businesses of virtually any size — team and budget, alike.

What does aperture mean for your video? When a lot of light comes into the camera (with a low f-stop number), you get a brighter image and a shallow depth of field. This is great for when you want your subject to stand out against a background. When less light comes into the camera (with a high f-stop number), you get what's called deep depth of field and are able to maintain focus across a larger portion of your frame.
Digital marketing agencies provide services in digital advertising, website analytics, SEO, content marketing, social media and more. They create personalized strategies for clients aimed at achieving their specific brand goals. The best digital marketing firms have the resources, skills and top marketers around the world to improve a client's digital footprint.
The Internet and social networking leaks are one of the issues facing traditional advertising. Video and print ads are often leaked to the world via the Internet earlier than they are scheduled to premiere. Social networking sites allow those leaks to go viral, and be seen by many users more quickly. The time difference is also a problem facing traditional advertisers. When social events occur and are broadcast on television, there is often a time delay between airings on the east coast and west coast of the United States. Social networking sites have become a hub of comment and interaction concerning the event. This allows individuals watching the event on the west coast (time-delayed) to know the outcome before it airs. The 2011 Grammy Awards highlighted this problem. Viewers on the west coast learned who won different awards based on comments made on social networking sites by individuals watching live on the east coast.[92] Since viewers knew who won already, many tuned out and ratings were lower. All the advertisement and promotion put into the event was lost because viewers didn't have a reason to watch.[according to whom?]
According to Statistica, 76% of the U.S. population has at least one social networking profile and by 2020 the number of worldwide users of social media is expected to reach 2.95 billion (650 million of these from China alone). Of the social media platforms, Facebook is by far the most dominant - as of the end of the second quarter of 2018 Facebook had approximately 2.23 billion active users worldwide (Statistica). Mobile devices have become the dominant platform for Facebook usage - 68% of time spent on Facebook originates from mobile devices.

Social media can be a useful source of market information and a way to hear customer perspectives. Blogs, content communities, and forums are platforms where individuals share their reviews and recommendations of brands, products, and services. Businesses are able to tap and analyze the customer voices and feedback generated in social media for marketing purposes;[15] in this sense the social media is a relatively inexpensive source of market intelligence which can be used by marketers and managers to track and respond to consumer-identified problems and detect market opportunities. For example, the Internet erupted with videos and pictures of iPhone 6 "bend test" which showed that the coveted phone could be bent by hand pressure. The so-called "bend gate" controversy[16] created confusion amongst customers who had waited months for the launch of the latest rendition of the iPhone. However, Apple promptly issued a statement saying that the problem was extremely rare and that the company had taken several steps to make the mobile device's case stronger and robust. Unlike traditional market research methods such as surveys, focus groups, and data mining which are time-consuming and costly, and which take weeks or even months to analyze, marketers can use social media to obtain 'live' or "real time" information about consumer behavior and viewpoints on a company's brand or products. This can be useful in the highly dynamic, competitive, fast-paced and global marketplace of the 2010s.
Okay, if you're still with me, fantastic. You're one of the few that doesn't mind wading through a little bit of hopeless murkiness to reemerge on the shores of hope. But before we jump too far ahead, it's important to understand what online marketing is and what it isn't. That definition provides a core understanding of what it takes to peddle anything on the web, whether it's a product, service or information.
Poor User Experience: Make it easy for the user to get around. Too many ads and making it too difficult for people to find content they’re looking for will only increase your bounce rate. If you know your bounce rate it will help determine other information about your site. For example, if it’s 80 percent or higher and you have content on your website, chances are something is wrong.
In the 1990s, the term Digital Marketing was first coined,.[10] With the debut of server/client architecture and the popularity of personal computers, the Customer Relationship Management (CRM) applications became a significant part of marketing technology.[citation needed] Fierce competition forced vendors to include more service into their software, for example, marketing, sales and service applications. Marketers were also able to own huge online customer data by eCRM software after the Internet was born. Companies could update the data of customer needs and obtain the priorities of their experience. This led to the first clickable banner ad being going live in 1994, which was the "You Will" campaign by AT&T and over the first four months of it going live, 44% of all people who saw it clicked on the ad.[11]

It's clear that online marketing is no simple task. And the reason why we've landed in this world of "expert" internet marketers who are constantly cheerleading their offers to help us reach visibility and penetrate the masses is because of the layer of obscurity that's been afforded to us in part thanks to one key player: Google. Google's shrouded algorithms that cloud over 200+ ranking factors in a simple and easy-to-use interface has confounded businesses for well over a decade now.

Our new Digital World is dramatically changing the way in products are created, promoted, distributed, and consumed. Although these changes have been revolutionary, we still live in an Analog (or physical) World. For example, even today, over 90% of all sales are still conducted in Analog stores. Thus, both marketers and consumers must simultaneously navigate both the Analog and Digital Worlds on a daily basis. Although the Digital Revolution has received considerable attention in recent years, the impact of this revolution upon the Analog World has been largely ignored. This course examines this issue by asking, "How has the Digital Revolution impacted Marketing in an Analog World? This course will begin with an exploration of the key differences between the Analog and the Digital and then examine four ways in which the Analog World has been affected by the Digital Revolution: Domination, Resistance, Synergy, and Transformation. This course will contain several examples of each of these concepts and explore their implications for both marketers and consumers. This course will also employ a variety of learning techniques, including video lectures, case studies, hands-on exercises, and interviews with leading marketing scholars. The learning approach will be highly interactive; you will have the opportunity to engage in a variety of hands-on activities and be a member of a rich learning community. I hope you will join us in this educational adventure.
Social media can be used not only as public relations and direct marketing tools but also as communication channels targeting very specific audiences with social media influencers and social media personalities and as effective customer engagement tools.[15] Technologies predating social media, such as broadcast TV and newspapers can also provide advertisers with a fairly targeted audience, given that an ad placed during a sports game broadcast or in the sports section of a newspaper is likely to be read by sports fans. However, social media websites can target niche markets even more precisely. Using digital tools such as Google Adsense, advertisers can target their ads to very specific demographics, such as people who are interested in social entrepreneurship, political activism associated with a particular political party, or video gaming. Google Adsense does this by looking for keywords in social media user's online posts and comments. It would be hard for a TV station or paper-based newspaper to provide ads that are this targeted (though not impossible, as can be seen with "special issue" sections on niche issues, which newspapers can use to sell targeted ads).
In the 2000s, with more and more Internet users and the birth of iPhone, customers started searching products and making decisions about their needs online first, instead of consulting a salesperson, which created a new problem for the marketing department of a company. In addition, a survey in 2000 in the United Kingdom found that most retailers had not registered their own domain address.[12] These problems made marketers find the digital ways for market development.
Several customers are turning towards social media to express their appreciation or frustration with brands, product or services. Therefore, marketers can measure the frequency of which customers are discussing their brand and judge how effective their SMM strategies are. In recent studies, 72% of people surveyed expressed that they expected a response to their complaints on Twitter within an hour.[111]
Social media marketing provides organizations with a way to connect with their customers. However, organizations must protect their information as well as closely watch comments and concerns on the social media they use. A flash poll done on 1225 IT executives from 33 countries revealed that social media mishaps caused organizations a combined $4.3 million in damages in 2010.[93] The top three social media incidents an organization faced during the previous year included employees sharing too much information in public forums, loss or exposure of confidential information, and increased exposure to litigation.[93] Due to the viral nature of the Internet, a mistake by a single employee has in some cases shown to result in devastating consequences for organizations. An example of a social media mishap includes designer Kenneth Cole's Twitter mishap in 2011. When Kenneth Cole tweeted, "Millions are in uproar in #Cairo. Rumor has they heard our new spring collection is now available online at [Kenneth Cole's website]".[94] This reference to the 2011 Egyptian revolution drew an objection from the public; it was widely objected to on the Internet.[94] Kenneth Cole realized his mistake shortly after and responded with a statement apologizing for the tweet.[95]
Finally, consider adding intro and outro music. Intro and outro music, or bookends, can serve as a theme for your content. These are a great choice if you don't need music throughout your entire video. Bookend music can help set the tone for your video, naturally split your content into chapters, and leave your viewers feeling they had a complete experience.
Planned content begins with the creative/marketing team generating their ideas, once they have completed their ideas they send them off for approval. There is two general ways of doing so. The first is where each sector approves the plan one after another, editor, brand, followed by the legal team (Brito, 2013). Sectors may differ depending on the size and philosophy of the business. The second is where each sector is given 24 hours (or such designated time) to sign off or disapprove. If no action is given within the 24-hour period the original plan is implemented. Planned content is often noticeable to customers and is un-original or lacks excitement but is also a safer option to avoid unnecessary backlash from the public.[87] Both routes for planned content are time consuming as in the above; the first way to approval takes 72 hours to be approved. Although the second route can be significantly shorter it also holds more risk particularly in the legal department.
Today, with nearly half the world's population wired to the internet, the ever-increasing connectivity has created global shifts in strategic thinking and positioning, disrupting industry after industry, sector after sector. Seemingly, with each passing day, some new technological tool emerges that revolutionizes our lives, further deepening and embedding our dependence on the world wide web.
There is a heap of sales clutter on the Internet that is actively annoying and repelling your customers. Don’t let your brand be that guy – instead, your video should be centred around the story and not the sale. Remember: the same rules that apply for written content marketing apply for video marketing – concentrate on the value you’re providing for your customers.
In the section on preparing talent, we discussed how to record your script in short sections. If the editor were to stitch these sections together side-by-side, the subject's face and hands might abruptly switch between clips. This is called a jump cut, and for editors, it poses an interesting challenge. Thankfully, this is where b-roll comes in handy, to mask these jump cuts.

View count: View count is the number of times your video has been viewed — also referred to as reach. This metric is great to track if your goal is to increase brand awareness and have your content seen by as many people as possible. However, it's important to remember that every video hosting platform measures a view differently. For example, a view on YouTube is 30 seconds while a view on Facebook is only 3 seconds. Be sure to read the fine print before reporting on your video view count.
One of the best ways to improve the look of your video is to include b-roll. B-roll is the supplementary footage included as a cutaway. This might include shots of a customer service rep talking on a phone, a designer editing your website, visuals of your office, or even screenshots of your product. The key with b-roll is to make sure each and every piece enhances the story.
With brands using the Internet space to reach their target customers; digital marketing has become a beneficial career option as well. At present, companies are more into hiring individuals familiar in implementing digital marketing strategies and this has led the stream to become a preferred choice amongst individuals inspiring institutes to come up and offer professional courses in Digital Marketing.
Our new Digital World is dramatically changing the way in products are created, promoted, distributed, and consumed. Although these changes have been revolutionary, we still live in an Analog (or physical) World. For example, even today, over 90% of all sales are still conducted in Analog stores. Thus, both marketers and consumers must simultaneously navigate both the Analog and Digital Worlds on a daily basis. Although the Digital Revolution has received considerable attention in recent years, the impact of this revolution upon the Analog World has been largely ignored. This course examines this issue by asking, "How has the Digital Revolution impacted Marketing in an Analog World? This course will begin with an exploration of the key differences between the Analog and the Digital and then examine four ways in which the Analog World has been affected by the Digital Revolution: Domination, Resistance, Synergy, and Transformation. This course will contain several examples of each of these concepts and explore their implications for both marketers and consumers. This course will also employ a variety of learning techniques, including video lectures, case studies, hands-on exercises, and interviews with leading marketing scholars. The learning approach will be highly interactive; you will have the opportunity to engage in a variety of hands-on activities and be a member of a rich learning community. I hope you will join us in this educational adventure.
"Thanks for the update! It was great talking with you guys yesterday and it feels good that your company is going to the length that it is for our ROI. We really value our relationship with Ninjas. We have witnessed you guys make some decisions since the beginning of our relationship that most companies would not have made [Jim's note: when they were effected by Panda, we went way above and beyond to assist them], and we sure are happy to be working with your team. We look forward to a long lasting relationship. Thanks for the heads up on those errors you found." C. McCarren
Media publishers and content rights holders create social videos from TV, live video feeds and pre-recorded content in order to generate engagement on social platforms and drive media distribution.[1] They use real-time video editing software to instantly create and share social videos in native formats such as vertical video for Snapchat and square video for Instagram.
In the social sphere, things change fast. New networks emerge, while others go through significant demographic shifts. Your business will go through periods of change as well. All of this means that your social media strategy should be a living document that you look at regularly and adjust as needed. Refer to it often to keep you on track, but don’t be afraid to make changes so that it better reflects new goals, tools, or plans.
If you're serious about finding your voice and discovering the secrets to success in business, one of the best people to follow is Gary Vanyerchuck, CEO of Vayner Media, and early-stage invest in Twitter, Uber and Facebook, has arbitraged his way into the most popular social media platforms and built up massive followings and often spills out the secrets to success in a highly motivating and inspiring way.
App.net Avatars United Bolt Capazoo eConozco Emojli Eyegroove FitFinder Formspring FriendFeed Friends Reunited Friendster Grono.net Google+ Google Buzz Heello Hyves iTunes Ping iWiW Jaiku LunarStorm Me2day Meerkat Mobli Mugshot Musical.ly Natter Social Network Netlog Orkut Pheed Piczo PlanetAll Posterous Pownce Qaiku SixDegrees.com So.cl Surfbook tbh Tribe.net Tsū tvtag Vine Windows Live Spaces Wretch Yahoo! 360° Yahoo! Kickstart Yahoo! Mash Yahoo! Meme Yik Yak

WhatsApp was founded by Jan Koum and Brian Acton.WhatsApp joined Facebook in 2014, but continues to operate as a separate app with a laser focus on building a messaging service that works fast and reliably anywhere in the world.WhatsApp started as an alternative to SMS. Whatsapp now supports sending and receiving a variety of media including text, photos, videos, documents, and location, as well as voice calls. Whatsapp messages and calls are secured with end-to-end encryption, meaning that no third party including WhatsApp can read or listen to them. Whatsapp has a customer base of 1 billion people in over 180 countries.[46][47] It is used to send personalised promotional messages to individual customers. It has plenty of advantages over SMS that includes ability to track how Message Broadcast Performs using blue tick option in Whatsapp. It allows sending messages to Do Not Disturb(DND) customers. Whatsapp is also used to send a series of bulk messages to their targeted customers using broadcast option. Companies started using this to a large extent because it is a cost effective promotional option and quick to spread a message. Still, Whatsapp doesn't allow businesses to place ads in their app.[48]
Digital marketing is also referred to as 'online marketing', 'internet marketing' or 'web marketing'. The term digital marketing has grown in popularity over time. In the USA online marketing is still a popular term. In Italy, digital marketing is referred to as web marketing. Worldwide digital marketing has become the most common term, especially after the year 2013.[19]
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