Social media has changed the means fanatics interact with their favourite artists and with one another. Before the days of Twitter, Instagram, Tumblr, and Facebook, the simplest techniques fans could reach out to their favorite artist was by means of writing a letter, and the handiest strategy to meet different enthusiasts was to wait a live performance or different arranged tournament. Now, all fans need to do is send out a tweet about their favourite artist and hundreds (and even 1000's) of people can see that tweet and ship their own answer.
Unfortunately, social media will also be a breeding ground for bullying, harassment, and just normally unsightly behavior. It's so much easier to make a snide statement when you find yourself hiding at the back of your computer screen than it will be to make that very same mean comment to someone's face. Because of this, online fandoms every now and then get a nasty rap for being "toxic" – a phrase which the Merriam-Webster Dictionary defines as "extremely harsh, malicious, or harmful." The Bachelor fandom, for instance, has advanced a reputation for being toxic.
With the ever-increasing importance of online fandoms, and the incidence of toxicity inside of those fandoms, WordTips wanted to determine who the kindest and most positive online fan-bases had been. Here is what they found.
9 The WordTips Methodology

According to the find out about from WordTips, they "conducted a sentiment analysis study to identify the negative and positive words used by 186 of Twitter’s most passionate fanbases." To find the fanbases, they "curated a long list of fanbases and their idols from sources, including USA Today, Newsweek, Forbes, and Business Insider, identifying one Twitter account representing each idol. Using Twitter API, [they] found 1,000 tweets from at least 100 unique followers of each of these accounts and analyzed tweets using the NRC lexicon to find out the percentage of positive and negative words. [They] then ranked the fanbases by the number of positive or negative words per 1,000 words used."
8 Ed Sheeran And His "Sheerios"
Ed Sheeran's enthusiasts – who name themselves "Sheerios" – come in as the eighth most positive online fandom according to the WordTips learn about. Ed Sheeran's lovers just beat out the fanatics of Lady Gaga, David Guetta, Shakira, and Alicia Keys for the eighth spot on this list.
7 Katy Perry And Her "KatyCats"
Katy Perry's lovers – who call themselves "KatyCats" – come in as the seventh most positive online fandom in line with the WordTips learn about.
6 Justin Bieber And His "Beliebers"
Justin Bieber's fans – who call themselves "Beliebers" – come in as the 6th most positive online fandom in keeping with the WordTips learn about.
5 Shawn Mendes And His "Mendes Army"
Shawn Mendes's fanatics – who call themselves the "Mendes Army" – come in as the 5th most positive online fandom in step with the WordTips find out about. These days, the time period "army" is most regularly associated with BTS fanatics, however Shawn Mendes's fanatics use the time period too, and Mendes once even joked that the BTS Army "stole" the name from his fans. He was once fast to clarify that he used to be handiest goofing around, and that he was glad to proportion the term "army" with BTS.
WordTips found that Shawn Mendes's fanatics use 307 positive words in each and every 1000 general phrases, which makes his fanatics the 5th most positive online fandom in music in step with the find out about.
4 Zayn Malik And His "Zquad"
Zayn Malik's enthusiasts – who name themselves the "Zquad" – come in as the fourth most positive online fandom in step with the WordTips study. WordTips discovered that Zayn's fans use 309 positive phrases in each one thousand total words, which makes his fans the fourth most positive online fandom in music according to the study.
3 Taylor Swift And Her "Swifties"
Taylor Swift's fanatics – who name themselves "Swifties" – come in as the 3rd most positive online fandom according to the WordTips study. WordTips found that Taylor Swift's enthusiasts use 315 positive words in every a thousand total words, which ties her fanatics with Daddy Yankee's fanatics as the second most positive online fandom in music according to the study.
Swifties have a reputation for being very vocal online, whether or not they're criticizing one of Taylor Swift's ex-boyfriends or crafting intricate theories about her music.
WordTips theorizes that Swifites could be further positive at the moment because of how much new music their idol has given them; Taylor Swift has released four studio albums in the previous couple years.
2 Daddy Yankee And His Fans
Daddy Yankee's lovers come in as the 2d most positive online fandom in keeping with the WordTips find out about. His fandom does not appear to have one unified nickname, despite the fact that some lovers discuss with themselves as the DY Army. WordTips discovered that Daddy Yankee's enthusiasts use 315 positive phrases in each and every a thousand total phrases, which ties his fans with Swifties as the 2d most positive online fandom in music consistent with the learn about.
1 One Direction And Their "Directioners"
Coming first are One Direction fanatics, who call themselves "Directioners." WordTips discovered that Directioners use 322 positive phrases in each and every a thousand overall phrases, making them the most positive online fandom in music consistent with the find out about.
It is vital to keep in mind, on the other hand, that this is only one find out about and that it makes use of a very specific method. "Positive" is a subjective time period, and so there'll by no means and will by no means be one conclusive approach to really resolve the most positive fandoms. Furthermore, no fandom is a novel entity. Every fandom is made up of a singular number of people who have different personalities, opinions, and strategies of verbal exchange. In addition, WordTips could also be very transparent that "no fanbase is 100% good or evil" and that "a fanbase is definitely no reflection on the artist... that they stan."
Thus, whilst these results are fascinating, they aren't the be all finish all. There is positivity and negativity in each and every fandom, and every particular person fan is different.
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