BITCOIN TWITTER Sentiment Analysis

in #bitcoin5 years ago

Here a sentiment analysis based on the tweets published from 7th of Novemember 2018 about BITCOIN, and saved on our database.

The program analyzed 28254 Tweets, and labeled 21995 as SPAM or USELESS, and 6259 as decent QUALITY or USEFUL.

Our Artificial Intelligence for sentiment analysis, marked 105 tweets as Angry, 24 as Fear, 5 as Bored, 3 as Sarcasm, 346 as Excited, 53 as Sad, and 493 as Happy.

So in general, so far, the sentiment around the BITCOIN topic on twitter is:

POSITIVE

The most used keywords are:

-people
-price
-#ethereum

Here few tweets with the most popular keywords:

Why do people send bitcoin to known Satoshi pubkeys? Is it like a tribute or something?

ORIGINAL TWEET


Hello, Last news about your crypto currency #BITCOIN. At 2018-11-26 12:40:28.343300 Sell ASAP at price of 3466.0 Benefit is -0.35 percent Best regards. The ITCOventure team.

ORIGINAL TWEET


Jimmy Song proves Faketoshi’s signature is (unsurprisingly) fake #btc #ethereum #Bitcoin

ORIGINAL TWEET


its the shitcoins that will slowley fail people invested in them lost and will lose more its blood on the streets #bitcoin will survive.

ORIGINAL TWEET


Thanks to the CEO of Overstock discussing the success of #cryptocurrency, #bitcoin has risen in price once again!

ORIGINAL TWEET


US Midterm Elections Gave California and Colorado Pro-Crypto Governors #bitcoin #blockchain #bitcoinprice #ethereum

ORIGINAL TWEET


show us proof you are investing money, show screenshots of your fiat (bank account) transactions to bitcoin or what ever crap, bitcoin for scum of society who dont want to work and scam people online or gamble hoping to get rich very fast

ORIGINAL TWEET


Such a terrible idea. Paying people to lock up money is destructive. Like paying people to break things.

ORIGINAL TWEET


#Bitcoin price may break its 3-month losing streak in November. #bitcoin #crypto #trading

ORIGINAL TWEET


Number of blockchain related news and updates is directly proportional to the price of bitcoin #blockchain #bitcoin. Corrected the previous tweet

ORIGINAL TWEET


#CFTC American commodities regulator today issues report on #smartcontracts reaching same conclusion that did 12-18 months ago! See Draw your own inferences! #blockchain #crypto #bitcoin #ethereum #ConsensusInvest

ORIGINAL TWEET


(600K Bitcoin Miners Shut Down in Last 2 Weeks, F2Pool Founder Estimates) StockaWiki | Fast Breaking Financial News Between 600,000 and 800,000 bitcoin miners have shut down since mid-November amid declines in price and hashrate across the ... -

ORIGINAL TWEET


Bitcoin price RISING: How high could Bitcoin rise today? Why is Bitcoin rising? #bitcoin #crypto

ORIGINAL TWEET


Hard to properly compare #cryptocurrency as an asset class vs. #stocks and #bonds as the rules of engagement for #crypto are still TBD — regulation, institutional ownership, liquidity, exchanges, and valuation are in a nascent stage. #bitcoin #bitcoincrash #ethereum

ORIGINAL TWEET


For as long as the conversion of fiat to cryptocurrency is done primarily by Bitcoin (or to a lesser extent, Ethereum), the whole "market" will be beholden to its value, moving up and down in accordance with the Bitcoin price.

ORIGINAL TWEET


Because it kind of is? Given the inflated prices bitcoin billionaires are paying for art in the past decade-plus, how does a sale price validate the quality of art qua art (vs art as vanity piece)?

ORIGINAL TWEET


Wall Street’s crypto bull Tom Lee slashes year-end bitcoin price forecast nearly in half

ORIGINAL TWEET


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