TWITTER AND GOOGLE TRENDS INTEREST PRECEDES CRYPTOCURRENCY PRICE, STUDY FINDS

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Mon May 06, 2019 5:58 am

The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

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gurumaster
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Joined: Wed May 22, 2019 12:37 pm

Sun Jun 30, 2019 9:28 pm

Fees are unrelated to the amount transferred, so it's possible to send 100,000 bitcoins for the same fee it costs to send 1 bitcoin.
News wrote:
Mon May 06, 2019 5:58 am
The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

\
wonshey
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Joined: Thu May 23, 2019 5:46 am

Mon Jul 01, 2019 1:58 pm

Merchants often deposit and display prices in their local currency. In other cases, Bitcoin works similarly to a foreign currency.
News wrote:
Mon May 06, 2019 5:58 am
The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

\
gurumaster
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Posts: 159
Joined: Wed May 22, 2019 12:37 pm

Mon Jul 01, 2019 8:05 pm

Like in real life, your wallet must be secured. Bitcoin makes it possible to transfer value anywhere in a very easy way and it allows you to be in control of your money.
News wrote:
Mon May 06, 2019 5:58 am
The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

\
gurumaster
Active User
Posts: 159
Joined: Wed May 22, 2019 12:37 pm

Mon Jul 01, 2019 8:08 pm

Like in real life, your wallet must be secured. Bitcoin makes it possible to transfer value anywhere in a very easy way and it allows you to be in control of your money.
News wrote:
Mon May 06, 2019 5:58 am
The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

\
wonai
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Joined: Thu May 23, 2019 5:48 am

Tue Jul 02, 2019 12:47 am

Some effort is required to protect your privacy with Bitcoin.
News wrote:
Mon May 06, 2019 5:58 am
The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

\
wonai
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Posts: 122
Joined: Thu May 23, 2019 5:48 am

Tue Jul 02, 2019 1:02 am

Each improvement makes Bitcoin more appealing but also reveals new challenges as Bitcoin adoption grows.
News wrote:
Mon May 06, 2019 5:58 am
The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

\
wonai
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Posts: 122
Joined: Thu May 23, 2019 5:48 am

Tue Jul 02, 2019 3:11 am

Bitcoin is not an official currency. That said, most jurisdictions still require you to pay income, sales, payroll, and capital gains taxes on anything that has value, including bitcoins.
News wrote:
Mon May 06, 2019 5:58 am
The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

\
wonai
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Posts: 122
Joined: Thu May 23, 2019 5:48 am

Tue Jul 02, 2019 3:52 am

Bitcoins have all the desirable properties of a money-like good. They are portable, durable, divisible, recognizable, fungible, scarce and difficult to counterfeit.
News wrote:
Mon May 06, 2019 5:58 am
The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

\
alayemi
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Posts: 144
Joined: Thu May 23, 2019 5:44 am

Tue Jul 02, 2019 9:03 pm

Do not require any ID to use. Making it suitable for the unbanked, the privacy-conscious, computers or people in areas with underdeveloped financial infrastructure.
News wrote:
Mon May 06, 2019 5:58 am
The volume of tweets and Google Search Volume Index (SVI) were found to be leading price indicators for Bitcoin and Ethereum, according to a research paper published by the Southern Methodist University.

n the paper, researchers gathered data on Twitter mentioning Bitcoin and Ethereum; the same was done using Google trends. Building on the ideas of previous research, the hypothesis was that the number of tweets and their sentiment (positive and negative) can influence prices. In the study, it was uncovered that the number of tweets and Google searches changes first before prices do.

The role of sentiment in technical or market analysis is to uncover people’s attitudes towards an entire market or individual index (in this case Bitcoin and Ethereum). The theory of sentiment analysis is a branch of technical analysis that states that price discounts everything, and that price trends are ultimately a reflection of crowd psychology.

Therefore, in theory, if you could measure how positive or negative the people’s shared views are towards a particular stock or cryptocurrency, you could estimate its price trajectory.

Although in this particular study, tweet volume, and not sentiment, was found to be a leading factor in the price of cryptocurrencies. The lack of sentiment being the leading factor was theorized due to the amount of “noise” there is on Twitter about the currencies compared to actual conversation.

For instance, the researchers found that there 21 million bots on Twitter posting mostly factual information about prices, advertisements, spam etc. Not humans having real discussions about how they feel about either Bitcoin or Ethereum.

The other issue that researchers found with Twitter was that sentiment was mostly positive in nature — even when the prices of Bitcoin and Ethereum were falling.
People who tweet about cryptocurrencies even when their prices drop have an interest in them beyond investment opportunity making the tweets biased towards positive.
Despite their findings, the researchers did not completely rule out sentiment analysis using different modeling techniques.

\
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