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1  Alternate cryptocurrencies / Bounties (Altcoins) / Re: [BOUNTY] Predictive Data Intelligence for Cryptocurrency - Bitcurate on: April 02, 2020, 07:48:55 PM
maybe this is something for you:
https://www.augmento.ai/bitcoin-sentiment/
2  Economy / Speculation / Re: Sentiment just hit rock bottom on: October 04, 2019, 08:23:56 AM

What's with the giant whipsaw on the Bitcointalk chart? I'd love to see how they crunch their data. It's not publicly available, so I'd take it with a grain of salt.

Anybody ever back-tested their indicators or tried the free trial? https://www.augmento.ai/sentiment-signal-signup/

You can use the scripts on their Github to run backtests with their data: https://github.com/augmento-ai/quant-reseach/tree/master/examples
3  Economy / Speculation / Re: Sentiment just hit rock bottom on: October 02, 2019, 02:33:52 PM
that is not what sentiment means!
the real sentiment is seen in the actual market and on the actual charts. everything else is just white noise like a fart in the wind. on all these platforms like bitcointalk and reddit, there are always a lot of trolls who come out of their hiding whenever there is a price drop. remember kuwakduck? these people are the ones you think are the "sentiment" and it is not the first time someone makes this mistake. that's why they keep coming back to fool you.

For sure there is a lot of bots and crap.
But we ARE getting influenced by that. There are many examples that show that also "fake" information has an effect on public opinion:
look at propaganda in the 1930s 1940s, look at the rise of PR (just google the relationship between Freud and Bernays, the founder of PR) or the last US election.
The stories we read and hear do form our opinion – even if they are faked or even if we know they are not true (recommended reading: "thinking fast and slow" by Nobel Prize winner Kahnemann).

However, I admit that taking action based on sentiment is a whole different topic.

of course. i am not denying the influence that FUD has always had on this market specially since it is still a small one filled with weak hands. my example was a well known user around here who have been very active in spreading FUD.
but the thing about FUD is that it loses its effectiveness the more it is used. take the China news for example in 2012-2013 when they first said China banned bitcoin and then in following years the panic was big but in 2017 when they said China banned bitcoin nobody gave fuck anymore. in 2018 they tried it again and the news didn't even spread. in 2019 you no longer even heard about it anymore.

interesting perspective regarding the deterioration of the effect of FUD! I suppose this holds true for all types of newd
4  Economy / Speculation / Re: Sentiment just hit rock bottom on: October 02, 2019, 12:52:13 PM
that is not what sentiment means!
the real sentiment is seen in the actual market and on the actual charts. everything else is just white noise like a fart in the wind. on all these platforms like bitcointalk and reddit, there are always a lot of trolls who come out of their hiding whenever there is a price drop. remember kuwakduck? these people are the ones you think are the "sentiment" and it is not the first time someone makes this mistake. that's why they keep coming back to fool you.

For sure there is a lot of bots and crap.
But we ARE getting influenced by that. There are many examples that show that also "fake" information has an effect on public opinion:
look at propaganda in the 1930s 1940s, look at the rise of PR (just google the relationship between Freud and Bernays, the founder of PR) or the last US election.
The stories we read and hear do form our opinion – even if they are faked or even if we know they are not true (recommended reading: "thinking fast and slow" by Nobel Prize winner Kahnemann).

However, I admit that taking action based on sentiment is a whole different topic.
5  Economy / Speculation / Re: Sentiment just hit rock bottom on: October 02, 2019, 09:43:20 AM
All this data is just a lagging indicator. If you were around those Reddit posts back in Dec 2018 when we hit $3100 people were saying that BTC will hit 3 digits sometime in the next few months. Same with the June 2019 bull market, people were saying that it will hit a New ATH before it goes to $100K

Right now people are saying we will hit $5000. And there was a slight rally since then. So based on this data you can't really trade off it because people start complaining about BTC after it falls and people praise BTC after it rallies, so unless you got some time machine it's useless reading those posts.

That's why you need to learn to trade on your own. Because that way you can't blame other people for your losses.

You are right, in many cases it is laggin. I think we should take a statistical perspective though. How many times does it need to be right for you to make profits?
For example this backtest from yesterday is based on the same data input


I assume you don't trust other people's backtest... If so, download the sentiment scripts I used, check & control the parameters yourself:https://github.com/augmento-ai/quant-reseach
(scripts are in th folder called examples. you need to run them in the order of the numbers from 0 to 4)
 
6  Economy / Speculation / Sentiment just hit rock bottom on: October 01, 2019, 05:23:24 PM
https://www.reddit.com/r/CryptoMarkets/comments/dbwlrj/sentiment_just_hit_rock_bottom_reddit_bitcointalk/

Reddit & Bitcointalk have most bears but Twitter stays cool.
7  Economy / Speculation / Re: Bull or Bear season for crypto? on: September 27, 2019, 02:56:40 PM
Bearish sentiment across Twitter, Reddit & Bitcointalk has not been that high since Dec 2018 +  folks start calling the bottom:

8  Economy / Speculation / BTC bearish sentiment breaks 2018 levels & folks start calling the bottom on: September 27, 2019, 02:48:56 PM
Bearish sentiment across Twitter, Reddit & Bitcointalk not been that high since Dec 2018!
And folks start calling the bottom:

9  Economy / Speculation / Re: Bitcoin Price Dropping - Are You Scared? on: September 27, 2019, 02:37:33 PM
Bitcoin's price has dropped significanty, and there is a great deal of FUD and pessimism in the market.

The Fear and Greed index is at 12 today https://alternative.me/crypto/fear-and-greed-index/ - close to as low as it has ever been.

ah that's nothing. we got down to at least 5 back in august. i agree that sentiment is getting there though---lots of people around here are becoming legit fearful. there's also lots of bears cheering on lower prices.

Strangley or not though, I'm not worried. For me this just seems like part of the plan.

that's one anecdotal indication that we haven't seen the bottom yet. Wink which is also in line with the index only hitting 12 so far......

Bearish sentiment across Twitter, Reddit & Bitcointalk not been that high since Dec 2018! And people start calling the bottom again:

10  Economy / Speculation / Re: Hi testers: dashboard with long short signal for BTC based on sentiment on: September 27, 2019, 02:27:12 PM
You use tensorflow?

Cool AI 😎

Thanks!
Nope – do you?
11  Economy / Trading Discussion / BTC bearish sentiment breaks 2018 levels & folks start calling the bottom again on: September 27, 2019, 02:18:44 PM
12  Economy / Speculation / Re: Websites for Bitcoin Speculators on: September 17, 2019, 09:42:50 AM
Long/short signal for BTC based on social sentiment:
https://www.augmento.ai/sentiment-signal-signup/

13  Alternate cryptocurrencies / Speculation (Altcoins) / Re: Sentiment analysis or Technical analysis, which one is best to make good trading on: September 17, 2019, 09:28:41 AM
for a live trading long short signal based on sentiment you can sign up for a trial here:
https://www.augmento.ai/sentiment-signal-signup/

14  Economy / Speculation / Hi testers: dashboard with long short signal for BTC based on sentiment on: September 17, 2019, 09:18:09 AM
Hi all,

We just launched a dashboard with a Bull & Bear trading signal.

So far only quants use our data. With the dashboard, our goal is to make a quantitative sentiment signal that is accessible for discretionary traders, too.


Some background on our technology:

We spent the last months training an AI that identifies 93 emotions (FOMO, Bullish/Bearish,  optimism, FUD, ....) and topics (hacks, scam, technical analysis,...) in social media data (Reddit/Twitter/Bitcointalk) in real-time.
This is the full picture of what our AI detects in online crypto discussions:


We would be happy to hear what you think and we’re looking for testers who want to test the signal (for free) and provide feedback.

You can sign up here: https://www.augmento.ai/sentiment-signal-signup/

Looking forward to learning if you find this useful

Cheers
15  Economy / Speculation / Re: A hidden markov model for sentiment prediction and price forecasting on: September 17, 2019, 09:12:07 AM
Looks advanced what you are doing there.

You might want to check augmento.ai

API with 93 sentiments measured from Twitter, Reddit, Bitcointalkt:
http://api-dev.augmento.ai/v0.1/documentation#rest-api-endpoints

Quickstart to backtest automated strategies based on sentiment:
https://github.com/augmento-ai/quant-reseach


16  Economy / Trading Discussion / Re: Looking for testers for dashboard with sentiment signal (BTC) on: September 17, 2019, 08:55:20 AM
Hi ayou

the dashboard is super simple. That's the whole idea behind what we built: making a complex (quant) method accessible for everyone.

Feel free to give it a try: https://www.augmento.ai/sentiment-signal-signup/

Would be interested to hear what you think.
17  Bitcoin / Project Development / Looking for testers for dashboard with sentiment signal (BTC) on: September 12, 2019, 01:26:53 PM
Hi all,

We just launched a dashboard with a Bull & Bear trading signal.


So far only quants use our data. With the dashboard, our goal is to make a quantitative sentiment signal that is accessible for discretionary traders, too.

Some background on our technology:

We spent the last months training an AI that identifies 93 emotions (FOMO, Bullish/Bearish,  optimism, FUD, ....) and topics (hacks, scam, technical analysis,...) in social media data (Reddit/Twitter/Bitcointalk) in real-time.
This is the full picture of what our AI detects in online crypto discussions:


We would be happy to hear what you think and we’re looking for testers who want to test the signal (for free) and provide feedback.

You can sign up here: https://www.augmento.ai/sentiment-signal-signup/

Looking forward to learning if you find this useful

Cheers
18  Economy / Trading Discussion / Looking for testers for dashboard with sentiment signal (BTC) on: September 12, 2019, 12:51:49 PM
Hi all,

We just launched a dashboard with a Bull & Bear trading signal.


So far only quants use our data. With the dashboard, our goal is to make a quantitative sentiment signal that is accessible for discretionary traders, too.

Some background on our technology:

We spent the last months training an AI that identifies 93 emotions (FOMO, Bullish/Bearish,  optimism, FUD, ....) and topics (hacks, scam, technical analysis,...) in social media data (Reddit/Twitter/Bitcointalk) in real-time.
This is the full picture of what our AI detects in online crypto discussions:


We would be happy to hear what you think and we’re looking for testers who want to test the signal (for free) and provide feedback.

You can sign up here: https://www.augmento.ai/sentiment-signal-signup/

Looking forward to learning if you find this useful

Cheers
19  Economy / Trading Discussion / 24x in 2 years based on sentiment algo strategy on: July 23, 2019, 01:18:29 PM
What do you think about this strategy?
In the backtest, the strategy made 24x BTC over a period of 2 years.
Do you know if this test was done properly?



I think it's interesting that the returns are not correlated with the 2017 bubble ---->
https://medium.com/hackernoon/how-to-build-a-bitcoin-sentiment-analysis-strategy-yielding-2400-returns-5dec35da8e81
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