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1  Bitcoin / Project Development / Re: Made a project about cryptocurrencies sentiment on: March 25, 2018, 11:33:15 AM
Website you have given does not working bro. If there are any separate URL you have created for this beta version? after you have created this thread. I personally admire the person take the project for take crypto currency in sentimental aspects.

Lets focus about the various coins and invest large time on analyze the coins and go with them dude.
Good luck for your work hope we see this website without finding application error bro.

Hi solarion, thanks for your comment. Sorry that you found our website down, we're still optimising our infrastructure. I just upgraded our database to a more powerfull one and we corrected some error. Hope next time you'll find our website up and running bro  Grin
2  Bitcoin / Project Development / Re: Made a project about cryptocurrencies sentiment on: March 23, 2018, 07:49:47 PM
You definitely need to include a [cryptocurrency benign analysed] price trend line so that it could be visible how your sentiment line correlates with the base asset's price.  

You're perfectly right and it's in our ToDo list  Wink
3  Local / Vos sites et projets / Re: Bitmood | La référence des cryptomonnaies [BETA] on: March 23, 2018, 07:42:58 AM
Hello,

Projet très intéressant, est-il sur GitHub ?

Je serais curieux de voir comment il est possible d'analyser autant de données ^^

Bon courage ! Wink

Hello, merci pour ton retour.

Alors non notre projet n'est pas sur un repo publique. Par contre au niveau de l'analyse de ces données nous fonctionnons avec plusieurs instances sur Amazon. L'une pour le streaming des tweets qui les passe brut dans une base de données avec une valeur checked=0. Pour le deeplearning nous avons une API qui tourne sur plusieurs instances C5xLarge et qui analyse en volume tous les tweets unchecked de la base de donnée.



4  Local / Vos sites et projets / Bitmood | La référence des cryptomonnaies [BETA] on: March 22, 2018, 08:15:15 AM
Bonjour à tous,

Intro

Un ami et moi avons lancé un nouveau site qui nous l'ésperons sera la référence technique pour les trader et crypto-entousiastes en tout genre. Durant cette phase beta nous avons grandement besoin de retours positifs ou négatifs de la part de communautés comme celle de Bitcointalk. Cela nous aide à rester concentré sur les outils qui vous serviront le plus et à en faire un outil qui ne corresponde pas qu'à nous mais surtout aux futurs utilisateurs.

Le projet

En deux mots nous sommes partis de l'idée de développer une plateforme qui ferait office de robot/conseillé de trading mais également de référence pour les crypto-monnaies. Le but étant qu'en navigant sur notre site vous trouviez tout ce qu'il vous faut concernant les devises qui vous intéresse, autant au niveau de l'analyse technique, du sentiment que des news et autres indicateurs. Nous voila donc en phase Beta avec un algorithme de deeplearning qui analyse 24/7 les tweets concernants les différentes crypto-monnaies, cela nous donne un premier indicateur sur le sentiment qui est un des plus importants mais également un des plus complexes.

Trêve de théorie, je vous invite à découvrir notre front-end https://www.bitmood.net et me dire ce que vous en pensez, si cela pourrait vous servir et ce que vous aimeriez avoir comme information. Nous sommes ouvert à toute forme d'amélioration et bien entendu l'important c'est que notre produit vous soit utile.

Merci d'avance à ceux qui iront y faire un tour et encore mieux nous faire un feedback <3

PS: Le frontend est un peu lourd à charger au début et cela sera corrigé, concernant le graphique du sentiment il y a déjà All coin, Bitcoin et Iota.
5  Bitcoin / Project Development / Re: Made a project about cryptocurrencies sentiment on: March 22, 2018, 07:55:43 AM
Hello fellow SwissBoo, thanks for your proposal. Yep we need a lot of beta testers  Grin feedback help us keep motivation and improve the tool that people would use and find useful.
6  Bitcoin / Project Development / Re: Made a project about cryptocurrencies sentiment on: March 19, 2018, 10:36:26 AM
Would be interesting to see how this correlates with price over a longer length of time.  You only have 1 day of info?  Seems like you'd be able to go back and get historical data for this.

No we collect and analyse data since 24th february, it collects data each minutes 24/7. For historical data we already downloaded some data from different sources but it's not in use right now. It's part of the optimisation once we adapt our algorithm to work with technical data (volume, average, etc.)

I tried your algorithm at https://bitmood.net/try, the sentiment worked well but your entity tagging seems a little off. When enabling  Entity-Sentiment Analysis it didn't pick up the entity "Bitcoin', for example.

I've used Stanford Core NLP in the past for entity tagging, it's a pre-trained model built by Stanford research teams. Perhaps you'll find it useful as well: https://stanfordnlp.github.io/CoreNLP/

Thanks for your feedback and the reference. Entity tagging needs some optimisation and it's not what we use for the sentiment at the moment, we use the overall sentiment of each tweets. However we integrated the entity features in the API for a test phase.
Our algorithm already use Stanford CoreNLP to determine entities and coreferences associated with each entity. It then determines the sentiment on these (at character level). The problem is that it is a bit simple for now - it only looks for capitalised nouns which are also subjects.

I'll soon update this so it also picks up lowercase sentence objects (not subjects) like “bitcoin” as an entity. Then the process remains the same - coreference -> new active sentence generation -> sentiment analysis.

Will post when this is updated.
7  Bitcoin / Project Development / Re: Made a project about cryptocurrencies sentiment on: March 18, 2018, 05:58:03 PM
Yes i’s categoized by positive and negative and we calculate the neutral base on the score.

Our datasource is everything that include bitcoin or other coin keyword. Could be a good idea to follow some relevant people. Actually we have a lot of noise in our data and it’s another improvment to clean them.

Are you also a crypto investor? As investor ourself we plan to use our own tool to make decision and get a good overview of each coin.
8  Bitcoin / Project Development / Re: Made a project about cryptocurrencies sentiment on: March 18, 2018, 04:53:35 PM
Thanks for your feedback.

I'll take your advice and we'll explain it on the website soon.

Actually it's a recurrent neural network using LSTM to analyse tweets sentiment. We trained the model with 1 million classified tweets about everything. We plan to get or make a training set based only on trading, our model will be more accurate.

The datapoints represents the number of tweets we analysed, it's categorized by positive, neutral and negative and it's represented on the graph.

The try link just wait for a sentence and return the entity sentiment (if you select entity-based analysis) or the overall sentiment. It's not perfect and we are currently working on algorithm improvement, we expect some feedback in order to know if people would use that kind of information/service. One of our next goal is to cross technical and sentiment analysis in order to be even more accurate about the price prediction per coin.
9  Bitcoin / Project Development / Made a project about cryptocurrencies sentiment on: March 18, 2018, 03:13:26 PM
Hi guys, posting here to get some feedback about a new project me a friend just released in beta version.
It's a cryptocurrency sentiment analysing tool that use deep learning algorithm constantly monitoring tweets and soon news.
Here's the link http://bitmood.net. We already analysing Bitcoin and Iota.
Feel free to give me negative feedback and suggestion, I would love to know if some of you would use it or have ideas about improvement that would make the website more usefull for you.
Thanks  Wink
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