Twitter sentiment analysis for Bitcoin price prediction

Komodo's 2.0 Infographic Contest: 5,000 KMD Grand Prize!

Komodo's 2.0 Infographic Contest: 5,000 KMD Grand Prize!

https://preview.redd.it/0yq7rwnkjdq11.png?width=1500&format=png&auto=webp&s=950dd49d7e1f7f1e421f7074bd030aec064e6ac7
A total prize pool of 7,000 KMD in our infographic contest
Calling all creatives to take part in our infographic contest and compete for a prize of 7,000 KMD. The winning infographic will explain the architecture of Komodo Platform’s technology. Winners will be those who are able to communicate our architecture and tech visually. This contest will run primarily on Reddit, with the exception of resources being posted to Medium and a master twitter thread for submissions on Twitter. You'll find links at the bottom of this post.

Prizes for winning infographics.

Are you a creative designer? Here's what you can win…
  1. A grand prize of 5,000 KMD
  2. Two runner-up prizes of 500 KMD each
  3. Two third-place prizes of 250 KMD each

Prizes for sharing and giving feedback!

Not a designer? That's OK. You can still participate and win! We'll award five lucky winners 100 KMD each for sharing and promoting the contest. Winners will be picked in a raffle. If you'd like to take part click here https://gleam.io/MwMtO/komodos-20-infographic-contest-5000-kmd-grand-prize and share this post with your friends.

Your Goals

  • Create a high-quality infographic that illustrates the genesis of our platform, the working tech that has been created and how Komodo has been built differently, and deliberately, from the very beginning to ensure security, scalability and interoperability. This is why we refer to the architecture, because Komodo was designed to overcome common problems like congestion, governance and attacks that other platforms did not foresee or prevent, from the beginning. This is Komodo DNA.
  • Share your submission far and wide and encourage your friends and followers to vote for you.
  • Encourage feedback, ask questions and make your infographic the best that it can be.

Our Criteria to Judge

Please note that upvotes and shares are not the only criteria we'll use to judge winners. While useful, we will value creativity, good questions and discussion on Reddit highly. When sharing your posts you will score more highly if people comment, provide feedback and are engaged.
  • How well the infographic conveys our working tech, it's core concepts and plans to build on top of it.
  • How well the infographic illustrates our story, purpose and conveys our tech so that it's easy to understand.
  • Constructive discussion, questions and feedback on Reddit that lead to improvement.
  • Sentiment and comments generated across all our social media. This will not include vanity metrics like likes or shares.
  • Upvotes on Reddit for the author's submission post ONLY. All votes will be counted (i.e. doesn't matter which week they were made).
  • Retweets of the submission in our master thread ONLY. Include your handle and a cover image in your submission. This means if you promote yourself on Twitter you ought to promote the tweet with your work in it.

How do you win?

You may submit up to two infographics. By submitting an infographic, you understand Komodo may post and use your submissions on our digital channels during and after the contest. Each infographic must have it's own post.
  • Create a post on Komodo's subreddit using the 'infographic contest' flair.
  • Add the infographic image into the Reddit post.
  • Include your Twitter handle.
  • Include a social media friendly cover image for us to use when we tweet your submission out.
  • Post a link to your submission post here in the comments for all to see.

Contest Timeline Guide (these dates indicative and are subject to change).

  • 7th September. Announcement. If you're reading this on Reddit before the big announcement then well done! You have two extra days before this is announced on Friday.
  • 10th - 21st September. Research and Questions. We will promote the contest, invite questions and requests for resources, in the comments of this master Reddit post (because this means all information and good questions will be visible to all participants).
  • 22nd September. Draft Submissions. Creatives to submit their draft infographics on Reddit. All submissions need to have their own post and then be linked to in the comments of this master post. This is important to remember!
  • 24th - 30th September. Feedback. A period of one week will be devoted to promoting the submissions and asking the community and team to give you feedback.
  • 1st October. Final Submissions.
  • 2nd - 8th October. Voting. A week of promoting your work and at the end we'll count votes, consider feedback and pick our winners.
  • 15th October. Winners Declared. The final decision by judges. Votes and community feedback counts towards judging but do not have final say.

Resources

If you need help please post in this thread, or email [[email protected]](mailto:[email protected]) with ‘Infographic Contest’ in the subject line.
  1. A list of resources for the Komodo infographic contest including tools to create infographics.
  2. Komodo Platform: Redefining The Architecture Of Blockchain Platforms
  3. A bullet point study aid to help you understand the history of Komodo’s architecture.
  4. Logo Pack https://komodoplatform.com/wp-content/uploads/2018/03/Komodo-Logo-Pack.zip
  5. Mylo's notes on Software & Platform Architecture for Designers in the Infographic Contest
  6. Mylo's Conceptual Model of Architecture
  7. Video: A brief history of our working tech and an animated timeline of the Komodo Platform.
  8. Video: Komodo Atomic Swaps Explained.
Also please let us know if you are, or you know, a good GUI developer because we'd love to hear from them. Ask them to DM ca333#0118 or SHossain#8093 on Discord.

Entries and submissions for the infographic contest. You can click here to see them all in a scrollable thread on Twitter.

25/09/18 - First Round of Feedback

Infographics should use graphical design elements to visually represent the Komodo Architecture Story found here: https://komodoplatform.com/komodo-platform-a-brief-overview/ included in our ‘required reading’. There’s also a bullet point aid: https://medium.com/@benohanlon/bullet-point-aid-to-help-you-the-history-of-komodos-architecture-dced35b29965 you may find useful.
  • We want to stress that the infographic ought to focus on the Architecture story. In the first round we've found many have focused on the five pillars which is a part of it but not the focus.
  • Copy should be short and concise and not dominate the infographic. The idea is to simplify the story and not to copy and paste directly from the story.
  • Colour Palette - avoid heavy usage of the old KMD green and yellow-orange. Would prefer usage of the interim KMD colour palette.
  • Recommended fonts: Montseratt, Roboto, Open Sans, Helvetica, or Arial.
  • Graphical - Imagery should complement the associated copy. Diagrams are encouraged in place of simple icons to explain more complex technology concepts.
  • Interim KMD colour palette
Interim KMD Colour Palette
If you’ve not been included in the first round it’s because the submission hadn’t been made when the team reviewed. Don’t worry though because we’re organising hangouts and further feedback to help.
  • #001 Infographic Link // Reddit Post Link by thesudio. There’s a lot of good points made, however, these would work better if there is a clear narrative and flow to the information being presented. Otherwise, it can be overwhelming and confusing to the reader. The #1 objective is to visually depict the architecture story and how KMD is redefining blockchain platform architecture.
  • #002 Infographic Link // Reddit Post Link by thesudio. We like that there is a clear structure and clear messaging aligned to each of the 5 pillars. However, the infographic should be focused on telling the architecture story vs the pillars.
  • #003 Infographic Link // Reddit Post Link by VolsenVols. Love how you’ve incorporated our existing graphic design elements into the infographic. This is heading in the right direction and the level of copy and content are well balanced. It would be nice to align this closer to the architecture story and to expand on the different layers of our technology using the same style.
  • #004 Infographic Link // Reddit Post Link by dexter_laabo. Needs to tell the architecture story. This looks more like it took information from our current website. “Anonymous” is not a key aspect of our technology that we’re focusing on.
  • #005 Infographic Link // Reddit Post Link by savandra. The visuals are strong but the narrative could be stronger. It would be nice to align this closer to the architecture story and to expand on the different layers of our technology using the same style.
  • #006 Infographic Link // Reddit Post Link by VolsenVols. Team prefers the other submission style in entry #003.
  • #007 Infographic Link // Reddit Post Link by cryptol1. Doesn’t depict the architecture narrative. Inaccurately describes cross-chain tech as “proprietary”. Simplification has the wrong messaging associated, should be white-label focused. This is considered more of a graphics versus an infographic. Needs to be more comprehensive.
  • #008 Infographic Link // Reddit Post Link by pacosenda. We like the unique design style and approach taken. Doesn’t follow the architecture narrative. Should be expanded out as it is a bit short on content with no clear flow or narrative.
  • #009 Infographic Link // Reddit Post Link by jeanetteLine. Great level of detail and thought on the layout and content. Doesn’t, however, cover the architecture story. Would be preferred if the design direction reflects interim colour and style vs. legacy KMD. The roadmap should be avoided. Looks like they borrowed more from the website than the guidelines.
  • #010 Infographic Link // Reddit Post Link by Meyse. Very creative way to explain and layout the content. This could be expanded out more to encompass the entire architecture story. Cross-chain verifications/smart contracts, blockchain bridging need to be incorporated in.
  • #011 Infographic Link // Reddit Post Link by Brenny431. Follows the 5 pillars versus the architecture story. Would prefer stronger visuals and design elements.
  • #012 Infographic Link // Reddit Post Link by ProofDraw. Design elements are good but need to follow architecture story versus 5 pillars.
  • #013 Infographic Link // Reddit Post Link by sayonara_girl. Needs to follow the architecture story.
  • #014 Infographic Link // Reddit Post Link by Limiter02. Good thought has gone into the copy, however, there’s way too much of it. Would prefer stronger visuals and utilizing a more visual storytelling approach. Doesn’t follow the architecture story. Remove the lizard.
  • #015 Infographic Link // Reddit Post Link by piptothemoon. Great thought into visually representing key points. Needs to be expanded out to incorporate the architecture story, but this is heading in the right direction from a visual storytelling POV.
  • #016 Infographic Link // Reddit Post Link by thecryptofoundation. Love the timeline approach, and mostly followed the guidelines and architecture story. Also, like the incorporation of accomplishments at the end. Would like to get the stock imagery used to reflect our interim colour palette. Not all visuals match what is being represented in the copy.
  • #017 Infographic Link // Reddit Post Link by jsteneros. As discussed in the Zoom call, this graphic is really solid but a little heavy on the copy. Would be good to see more visualizations of the info. This graphic hits on some of the important messages (e.g. Komodo is built differently from other blockchain platforms and solves many of the issues that first-gen platforms are struggling with) but it would be great if there was more information about Komodo’s architecture and how Komodo is different from other platforms.
  • #018 Infographic Link // Reddit Post Link by gravigocrypto. This one was also discussed in the Zoom call. Outstanding visuals and overall design. The info follows the architecture story well but could be stronger if the 3 layers of Komodo’s architecture were tied together into one, coherent visual. It’s a challenging task but that’s part of the contest : )
  • #019 Infographic Link // Reddit Post Link by PacoSenda. This is a really creative infographic, which is great! However, we’d really like to see the visuals a bit more in line with fonts and color palette described above in the “First Round of Feedback” section. Also, as with the feedback for many of the infographic submissions, sticking to the Komodo architecture story would be best.
  • #020 Infographic Link // Reddit Post Link by emmanmalaman. The visuals are pretty cool but this one misses most of our core messaging. It would be much stronger if it followed the architecture story and touched on the info provided in this post. There’s definitely potential here but it needs some work.
  • #021 Infographic Link // Reddit Post Link by immimidada. The colors and visuals here are spot-on. It’s also really great that it sets up the problem and then presents the Komodo solution. However, the problem and solution aren’t defined exactly the way we’d like. Check out the architecture narrative to learn more, and try to follow that story a bit more closely.
  • #022 Infographic Link // Reddit Post Link by mohitgfx3. This one is a bit heavy on the KMD logos. We’re really hoping to see a visualization of Komodo’s infrastructure architecture. As with the feedback for many of the infographics, it would be best to re-read Komodo’s architecture story and try to stick to that as much as possible. Using images from the current website is also not a great approach, as we’re preparing to launch a new site in the coming months.
  • #023 Infographic Link // Reddit Post Link by u/sayonara_girl. Some of the visuals are cool! It’s missing the narrative we’re looking for. In general, less copy and more visual storytelling would improve this graphic a lot. We’d like to see a smooth, linear flow of information. Take another look at the architecture story and try to follow that narrative.
  • #024 Infographic Link // Reddit Post Link by brunopugens. This one follows the narrative well! But it’s a little heavy on the copy. It would be much stronger if the architecture was displayed visually, rather than explained with text. Also, the design is cool but it’s difficult to read b/c the perspective of the text is skewed. It’s a really cool idea but might be better to put the text flat for the sake of readability and clarity.

We hosted a round of live feedback sessions via Zoom. The recording is here:

https://soundcloud.com/blockchainists/zoom-call-first-round-of-feedback-for-komodos-infographic-contest#t=3:50

Timeline

The first block in the KMD blockchain was mined just under two years ago, on September 13, 2016 to 9:04 PM. Since then, Komodo has demonstrated a commitment to innovation and established a history of execution.
  • February 21, 2016 — The vision for Komodo Platform is born with jl777’s Declaration of Independence.
  • September 13, 2016 — The first block in the KMD chain is mined.
  • October 15, 2016 — Komodo’s initial coin offering (ICO) is launched.
  • November 20, 2016 — Komodo’s ICO comes to a close with a total of 2,639 BTC raised.
  • January 2017 — The Komodo Mainnet is launched, complete with independent assetchains and delayed Proof of Work security.
  • January 31, 2017 — The KMD coins purchased in the ICO are issued.
  • March 2017 — Komodo’s development team develops one of the first atomic swap protocols.
  • July 2017 — Thousands of atomic swaps are made in a public, observable setting.
  • August 2017 — Private, zero-knowledge trades made possible with Jumblr, Komodo’s native shuffler.
  • October 2017 — Komodo develops a way to make atomic swaps in SPV Mode (“Lite Mode”), thus eliminating the need for traders to download entire blockchains to do atomic swaps.
  • November 2017 — First GUI for Komodo’s atomic-swap-powered decentralized exchange (DEX) is released, making atomic swap trading more accessible than ever before.
  • January 2018 — The mobile version of Agama wallet is released.
  • February 2018 — A public stress test allows 13,900 atomic swaps in a 48 hour period.
  • March 2018Komodo bridges the gap between Bitcoin-protocol-based coins and Ethereum-based ERC-20 tokens, providing support for 95% of coins and tokens in existence.
  • March 2018 — Komodo holds its second annual Notary Node Elections.
  • May 2018 — The world’s first decentralized ICO is held on Komodo Platform.
  • June 2018 — The alpha release of HyperDEX, a new GUI for Komodo’s decentralized exchange, is launched.
  • July 2018 — Komodo enters a partnership with Netcoins, making KMD coins available for purchase with fiat currencies at over 21,000 locations across three continents.
  • July 2018 — Komodo announces the 5 Pillars of Blockchain technology and begins introducing some Komodo 2.0 technology features, like Federated Multi-Chain Syncing and Cross-Chain Smart Contracts.
  • August 2018 — Komodo takes two big steps towards mass adoption, announces a collaboration with Ideas By Nature, an industry-leading blockchain agency, and releases a full briefing on the development on UTXO-based smart contracts.

Achievements

  • Cryptomiso.com is a website that ranks 866 different blockchain projects according to the Github commit history of that project’s most popular repo. Komodo is ranked #1 overall for Github commits over the last 12 months.
  • China's Ministry Research Initiative regularly ranks Komodo in the top 10.
  • Binance CEO highlights Komodo (see this Five Bullet Friday edition for more info).

If you would like to update your post, please edit and add to the post so people can see the different iterations. Entries and submissions for the infographic contest. You can click here to see them all in a scrollable thread on Twitter.

submitted by benohanlon to komodoplatform [link] [comments]

List of some of the best Crypto Teachers/Influencers and Crypto exchanges/crypto trading tools for beginners

First of all, congrats, to be a part of the Bitcoin/Blockchain growth story. You are one of the early adopters in this space and hopefully, you will make the best out of it.
The first thing to do is to make your mentors and follow them to get to know about the industry insights, who will always motivate you and prevent you from being scammed.
Some of the mentors to follow on Twitter-
  1. Andreas M. Antonopoulos - He is one of the first Bitcoin educators. In 2012 Antonopoulos became enamored with Bitcoin. He eventually abandoned his job as a freelance consultant and started speaking at conferences about bitcoin, consulting for startups, and writing articles free of charge.
  2. Saifedean Ammous- is an economist and author focusing on bitcoin, who authored the first academic book on the economics of bitcoin, The Bitcoin Standard: The Decentralized Alternative to Central Banking, published by Wiley in 2018
After deciding the mentors and taking advice from them by following them, create an account on some good crypto trading exchanges just to know how an exchange works like what are the functioning/ how orders are placed, etc.
List of some of the best crypto trading exchanges-
  1. Binance - It is the largest crypto exchange in the world as per the trading volumes. User Interface is also very good. Recently they also announced their margin trading feature. They have a mobile app also available.
  2. Bittrex - Its US-based exchange and it is operated by 3 security engineers from Amazon, founded in 2014. They don't have a mobile app for now.
  3. Coinbase - It was founded in 2012 and they have crypto to fiat pairs available in 32 countries you can buy cryptocurrencies through your bank account.
Before going to trade with real money, I would recommend you to do some research, how crypto market works. According to the best of my understanding, you should apply some strategies, follow news/sentiments, charts, patterns of the coin.
Some important tools/websites that can help you to build your strategies and gather all the possible information about the market-
  1. Coingecko - Here you will find all the information of any coin like market cap, prices, dominance, social accounts, explorer at one place so that you can make informed decisions.
  2. Trading View- It's an advanced Financial visualization platform where you can find any past chart with indicators to apply the best possible strategy, also you can take ideas from the leaders at the trading view.
  3. SmartBotCoin - It's an automated tool that gathers all the information like news and sentiments through AI/ML at a single place and automates the process of backtesting, that can be helpful in making informed trading decisions.
Also, before going to trade with real money - you should have a solid trading plan that not only constitutes trading knowledge but also how you control your emotions, gaining confidence and how you manages your finances and risk.
Best of luck!
submitted by Cresource_ to CryptoCurrency [link] [comments]

Weekly Update: Launch of BOMBX, Parachute + BOMBX partnership, Crypto Lifestyle Interview, AXPR on Binance Dex... – 12 Jul - 18 Jul'19

Weekly Update: Launch of BOMBX, Parachute + BOMBX partnership, Crypto Lifestyle Interview, AXPR on Binance Dex... – 12 Jul - 18 Jul'19
Hiya folks! This was one of the most eventful weeks in recent Parachute history. Strap onto your seatbelts. Here we go!

Cap announced the start of a new journey with BOMB’s latest venture, BOMBX (more on that later). In short, new groups will get to explore ParJar, new tokens will be added and a ton of new communities will get to experience Parachute in all its glory. Plus, ParJar will add the Binance chain to its list of supported chains. BEP2 tokens, here we come! Cap’s interview with The Crypto Lifestyle was this week as well. Have a look! PAR got listed on MetaMorphPro through a Twitter vote. This week we added a new token to ParJar: SNTR (Silent Notary). Read more about the project here. Don’t forget Cap’s reminder: when you join a new partner project channel, read up on them, join to learn about the project, be a part of their community. We want ParJar to be used as a tool for that community. Hence, try not to tip other coins/tokens there (including PAR).
Derjenige is a master of woodwork. Check out how he makes PAR coasters
Ian hosted an art trivia in the Tiproom. 50k PAR given away. Noice! In the Big Chili Race, Jason is still ahead of the competition at 47 cm. Just 3 more centimeters to win 400k PAR. If you’ve been meaning to use the Parachute sticker set on Telegram but couldn’t find it, click here. Cryptonoob has been hard at work designing UX concepts for the Parachute app. This week, he interviewed Parachuters to gauge user sentiment. Chris announced the start of a British Open Pick ‘Em Tournament with a prize pot of 100k PAR. Say what! Jason’s flash game for 65k PAR to find the “weirdest product for sale on the internet” saw some super wacky items being posted. Evan, Alexis and CF picked the craziest ones. Pika, Nilzinho, Richi and Airdrop won honourable mentions. Lmao! Roberto was kind enough to translate the ParJar guide to Spanish.
Big Chili Race participants. L to R: Abhijoy (8th), Tony (2nd), Jason (1st), Richi (5th)
BOMB announced the launch of an exploratory incubator on the Binance Chain called BOMBX. As Zachary explained during the livestream of the launch, while BOMB signifies destruction, BOMBX signifies creation. All BOMB token holders will receive BOMBX tokens (XIO) in 1:25 ratio. Find out more from Dash’s article linked above. Check this tweet thread for the TLDR. If you plan to watch the full announcement video, check out the index to skip to the sections of your interest. This infographic should help explain the incubator ecosystem being planned. There was also a giveaway for the top lessons shared by entrepreneurs from the BOMB community. As announced in the last update, BOMB was listed on Hotbit this week. Benjamin’s latest report on tokenomics got published. And as promised, the token statistics dashboard went live this week. Opacity is also one of the partners of BOMBX. As the explained in their article, Opacity will be the preferred storage provider for startups incubated by BOMBX. Opacity’s whitepaper is also now available with an Opacity storage handle for downloading and reading.
BOMBX Partners
This week’s Parachute + Uptrennd brainstorm session focused on Technical Analysis. Uptrennd founder Jeff sat down with Enjin CTO Witek Radomski to talk about the Efinity scaling solution, ERC-1155 marketplace and other topics. Membership on Uptrennd has been growing steadily. This called for a celebratory giveaway with egamers.io. Plus, Idex listing of 1UP is expected next week. Another public voting for a free detailed review of a project by the Uptrennd team started this week. aXpire’s AXPR token was listed on Binance Dex. Woot woot! Like last week, the weekly aXpire burn event was for 20k AXPR. Reasons for the double burn to be released in next update. There’s also a new dashboard to track all the token burns now. Checked out Clinton’s cool aXpire mug yet? Do it! And finally, catch up on the weekly updates at aXpire and the crypto space from this video. 2gether won the second prize on Pitch Day at the Barcelona Trading Conference. Congratulations!
AXPR Burn dashboard (as on 28-Jul-19)
Fantom appointed their consultant Bariq Sekandari as Director of BD and Listings this week. Bariq has been the driving force behind the deluge of FTM listings on exchanges in the last few weeks. The project also entered into a partnership with The Private Office of Sheikh Saeed bin Ahmed Al Maktoum and SEED Group to join hands in the Dubai smart city project. This news was covered by The Merkle, Coin Spectator and The Daily Chain. In this week’s technical article, the Sfxdx team writes about ChainWitness consensus algorithm. If you’ve missed the July updates of Fantom, fret not. CMO Michael Chen has covered it all in this post. Fantom also joined the Government Blockchain Association (GBA) this week along with several key figures from Fantom being added to the GBA Consultant Directory. Core dev Andre Cronje will be speaking at CFN Network’s “Future of Blockchain and Bitcoin” event at London in September. Click here for deets. The infogif contest winner was declared. THORChain announced a partnership with Fantom to allow BEP2 token swaps at market rates. Benjamin Cowen’s first FTM deep dive was released. Neat! Plus, Chico Crypto, That Martini Guy, Crypto Zombie and Bloxlive featured the project in their videos this week.
Fantom sets up its footing in Dubai
Hydro and its molecule solution got featured in World Blockchain Forum’s latest Medium article. Hydro announced the start of its article contest and winner of the video contest. Click here and here for the latest updates on all the moving parts of Hydro. Switch and SwitchDex were covered by BitcoinNews, The Merkle, Coinspeaker, NullTx, Incrypts, Altcoin Sara and Cryptopedic. ESH got listed on AltMarkets with a BTC pairing. Ahead of the start to the SMS Beta Testing phase, Birdchain announced social media competition. 50k BIRD up for grabs! Marketeers, have a read of their article on the efficacy of Pay-per-click campaigns. The latest Bounty0x bi-weekly update is available here. We have covered most of the news items in past updates. Catch up on District0x news from the weekly update post. All the pending questions from last week’s ETHOS AMA were answered this week in another AMA with founder Shingo and Voyager CMO Steve Capone. Following a system maintenance, Update 2.0 for the Universal Wallet went out this week. Upgrades include faster transactions, fee improvement and listing of BCH. Remember Horizon State’s nomination to the Wellington Gold Awards? They have started introducing the nominees recently and featured Horizon State this week. The project also got nominated for a Blockies Award by Blockchain Australia. Woot! And last but definitely not the least, Horizon State is now conducting a vote for The Opportunities Party in New Zealand. Check it out here.
Cap’s beer haul from the Parachute Beer Exchange. Courtesy: Thane
And with that, it’s a wrap for this week at Parachute and partners. See you soon with another weekly update. Ciao!
submitted by abhijoysarkar to ParachuteToken [link] [comments]

Online Sentiment Toward Crypto Market in 2019 — Attitudes Are Positive

Online Sentiment Toward Crypto Market in 2019 — Attitudes Are Positive
https://preview.redd.it/df5uq5q9v6f31.png?width=700&format=png&auto=webp&s=850703897711eba01cfe177773d8e75894161af8

Despite all of the bad press that the digital asset industry continues to receive on an almost daily basis, it appears as though the overall sentiment of the online communities in regard to this burgeoning domain is still pretty positive. For example, Comparitech — a research firm that provides its consumers with a host of specialized data that allows one to make more informed decisions — recently used a machine learning-based analysis tool to study more than 48K Redditposts to determine which cryptocurrencies were viewed most favorably by the masses. Not only that, the study also took into consideration a total of 7,500 crypto/blockchain-related articles from a variety of different national and international media outlets.


All of the posts, tweets and articles analyzed by the researchers were scored on the basis of their positive/negative sentiment — primarily in relation to other articles included in the study. In this regard, there were a few notable trends that jump out at the reader upon first glance. While over 85% of the analyzed Reddit posts were deemed to be positive in nature, articles published by various mainstream media publications such as HuffPost, Business Insider and The International Business Times were, by and large, dismissive of the crypto market.
To get a better overview of the matter, Cointelegraph has reached out to Craig Russo, owner of Peer, a Boston-based startup that is behind the popular crypto and gaming media outlet SludgeFeed. When asked about what the overall sentiment of the average social media user toward the crypto industry (at large) was like, Russo pointed out:
“While there will always be different camps or schools of thought on the crypto industry, the overall sentiment across social media continues to be bullish, both on future price growth and mainstream adoption of the technology.”
A similar point of view is also shared by Sritanshu Sinha, an independent crypto author and analyst, whose work has been shared online by the likes of John McAfee and Kim DotCom. Sinha pointed out that the overall reception that the crypto industry has received thus far on forums such as Reddit and Twitter has been quite warm. He is also quick to point out that, since the Reddit community as a whole views itself as being anti-establishment, the platform’s users are usually drawn to crypto much more than your average investor. Similarly, in the case of Twitter, he believes that there are a few independent analysts who have hundreds of thousands of followers and therefore have the power to influence the community toward fostering a positive view regarding various altcoins/digital offerings.

Has the public views on crypto changed over the years?

Another pertinent question is how the crypto industry’s general perception has evolved since the novel asset class came into the spotlight a few years back. For example, it is no secret that all through 2018, investor confidence in this space has been dwindling. However, Russo believes that Bitcoin’s (BTC) financial upswing over the last eight months has been a turning point for the industry, especially across different social media outlets. Further elaborating on his views, Russo added:
“This is in stark contrast to those invested in the altcoin markets, as many are in disbelief towards the poor performance of their assets. The regulatory environment definitely plays into the latter, as increasing pressure from the U.S. government has undoubtedly hurt investor interest in Bitcoin alternatives (i.e., Binance shutting down to U.S. customers).”
When compared to the previous years, the general sentiment toward the crypto sector has certainly become less hostile. For example, back in 2017, a time when Bitcoin was witnessing astronomical growth, the industry was still facing a lot of heat from many financial experts of differing pedigree. And while the market, at the time, was replete with countless scams(especially Twitter bots) such activities have largely died out now.
As mentioned earlier, a host of recent surveys seem to suggest that more than 80% of all crypto talk online is positive. This number seems abnormally large for an industry that is usually on the receiving end of a lot of criticism from various traditional media outlets. Sharing his thoughts on the subject, Sinha pointed out:
“80% seems about right. Mostly, because that’s the nature of evangelism. Most of us on social media seems to be crypto-evangelists. However, positive sentiments and bull markets are highly correlated and they seem to be feeding off each other to create a positive feedback loop. If I have to prophesize, the 80% positive sentiment will not be the case during a bear run. Then the voices of the skeptics will become louder and sentiments will turn increasingly negative.”

Tweet interpreters are being used to gauge global investor interest

A number of hedge funds and asset managers are currently turning tosoftware developers to help them interpret and harness sentiment signals to their advantage. Speaking to Reuters on the subject, Bin Ren — CEO of Elwood Asset Management — was quoted as saying that this latest trend of identifying price clues from tweets and other social media messages is slowly turning into an “arms race for money managers.”
To put things into perspective, it can be seen that the costs involved with conducting such types of research analyses are quite steep. As per Andrea Leccese, president of New York-based investment firm Bluesky Capital, a simple bot-driven Twitter data exploration can cost firms anywhere between $500,000-$1 million.

Will increasing regulations stifle the industry’s growth?

Ever since Facebook announced its decision to enter the digital asset market — via its much-hyped stablecoin offering called Libra, which is backed by the Libra Foundation — the regulatory noose surrounding this space seems to have tightened considerably. However, contrary to popular belief, a number of crypto analysts seem to believe that increased regulations can be a good thing for the industry.
Cointelegraph spoke to Mohanned Halawani, the founder and CEO of Crypto PR, one of the first blockchain-specialized communication firms. He seems to be quite optimistic and believes that some of the latest regulations are actually quite advantageous for prospective investors, especially those regarding security token offerings (STOs) and initial coin offerings (ICOs). Halawani went on to add:
“The SEC has facilitated the emergence of Security Token Offerings which it felt was a more worthy investment vehicle when compared to traditional Initial Coin Offerings… Security tokens allow their investors to get information about the issuer on a fully transparent framework, providing complete visibility on all token allocations. Thanks to the regulatory benefits of these assets, authorities are beginning to their raise their standards among tradable asset classes and even support their implementation.”
Similar opinions are also provided by Joe Mercurio, project manager for Comparitech, who believes that the goal behind these regulations is to ultimately make consumers and businesses more comfortable with using cryptocurrencies on a regular basis. Mercurio shared his thoughts with Cointelegraph:
“I think that government entities will eventually adopt blockchain technology and new cryptocurrencies will begin to emerge. That said, I do believe that the market will remain volatile.”
Whether we like it or not, government regulations are crucial for any financial commodity — be it crypto or otherwise — to gain mainstream acceptance. And while these rules and guidelines may appear to hamper an asset’s growth at times, a majority of these regulations are a step in the right direction. Also, because Bitcoin and other digital currencies are basically tools for individual financial freedom, governments do not want to give up financial control over their citizens.
Simply put, when we see the history of such revolutionary technologies getting adopted by countries en masse’, we are sadly faced with a long and painful path that eventually leads to widespread human well-being.

How much of a role does social media play in shaping the public’s opinion on crypto?

Mercurio, whose core field of work includes the analysis of tweets and other online content to gauge public sentiment, is of the belief that there currently exists a strong correlation between the volume of social media posts related to a particular digital asset and its price. As part of his research, he claims to have often observed spikes in online articles when the price of a specific cryptocurrency changes. Mercurio went on to add:
“Social media posts remain more positive during times of price fluctuation compared to media coverage overall. Online enthusiasm regarding crypto has been overwhelmingly warm. We found that cryptocurrency-related subreddits were 55% more likely than media publications to have content with positive sentiment toward various cryptocurrencies.”
In a similar vein, to look at the impact that social media influencers have on the crypto industry, we can turn to a few high-profile individuals such as Elon Musk and LA Chargers’ star Russell Okung, both of whom have been advocating for the widespread adoption of crypto for quite some time now. In fact, Okung has sent out several requests to the NFL, asking the league (since the start of 2019) to provide its employees with the option of getting paid in crypto — a petition that is backed by fellow NFL star Matt Barkley.

Looking ahead

It thus appears as though the crypto market will continue to grow, mainly because people want to find newer economic avenues that are free from the involvement of any corporations or government-controlled agencies. However, a lot of this growth will depend on the use cases that emerge from this space. Also, as social media continues to play an ever-increasing role in arenas such as politics and public affairs, there is no reason to doubt its utility when it comes to crypto adoption.
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