The_coin_oracle - A machine learning coin predictor and recommender system

Price correlation: Is well known that certain coins move together when one is up the second one does the same, but how to find them?

This is discovery tool that wants to help you to find new cryptos, by suggesting price correlations and affinities among coins

The coin you have been looking for is ethereum

These below are its tags or the coin characteristics and features:

'pos', 'smart-contracts', 'ethereum-ecosystem', 'coinbase-ventures-portfolio', 'three-arrows-capital-portfolio'

The data of the selected coin is 'ethereum', the coin price is $1564.863211,the 7 days change is -2.190481%, the 24 hour change is -0.213606%

The prediction is aave

These below are its tags or the coin characteristics and features:

The coin is predicted by using KNN or K nearest neighbour. It works by fining coins that had similar movements in the last 24 hours, and 7 days. Also using their prices are an other indicator.

So are there other coins that have been moving in smilar fashion?

the data of the selected coin is 'aave', the coin price is $75.970719, the 7 days change is -5.397466%, the 24 hour change is -0.721191%

Check it out on Google

If the correlation is correct, there might be some results on Google. Check it out!

Please note: Whole market coin volume is an average of all coin volumes

Smilarity Recommendation Using The Jaccard Index

You can see that coin have features, they are listed in the TAGS. This table groups similar coins by their tags and measure how similar they are 0 is mostly similar and 1 is the most distant

In other words coins have affinities. Some coins are minable like the bitcoin others have smart contracts. So these similar coins might move in the same way and they could be another good investment for you.

Coins Sorted By Similarity And Their Trading Price Change

Similarly to the other table the coins are sorted by similarity, so the most similar are on top but here we also can see their 24 hours and days value change along with their price

Does Google knows Better? Check it out!

Sentiment Analysis Of Your Choosen Coin ethereum

The sentiment analysis gathers 100 popular tweets and assign to each one a score based on their negativity or positivity

Beside the score tweets often include hints and suggestions to coins that are worth checking out.

Sometimes Twitter does not return any data, it simply means that there was not enough data for that search.

Violin Plots For Twitter The Sentiment Analysis

Violin plots are a combination of box plots with kernel density plots. We can find the median which is the white dot.

The interquartile range which is the dark bar.

The lower and upper adjacent values, and the outside points.

Beside the advantages of the violin plot it was chosen because it nicely shows the distribution of the compound data from the comment score.

However you should focus on the blue violin, where it gets "fatter" you have the majority of the data points, where it is thinner you have fever comments

Thinning lines are the outliers, and well rounded plots have too little data to be be accurate.

Summary

You have been looking for ethereum and the_coin_oracle predicted aave because the percentage variation and the price of these coins were similar.

The prediction 'aave' has the following charateristics 'defi', 'dao', 'yield-farming', 'three-arrows-capital-portfolio', 'governance', 'lending-borowing', 'blockchain-capital-portfolio', 'defiance-capital-portfolio', 'framework-ventures-portfolio', 'alameda-research-portfolio', 'pantera-capital-portfolio', 'parafi-capital', 'polygon-ecosystem', 'fantom-ecosystem', 'optimism-ecosystem'

Also the coin oracle using coin similarities predicted that ethereum is simiar to bitcoin

Infact these coins have similar features ethereum is 'pos', 'smart-contracts', 'ethereum-ecosystem', 'coinbase-ventures-portfolio', 'three-arrows-capital-portfolio' and bitcoin is 'mineable', 'pow', 'sha-256', 'store-of-value', 'state-channel'

Regarding the coin you have been searching ethereum someone on twitter posted this comment

Nothing says true decentralization like #Ethereum! Because two blockchains are definitely better than one, right? #Bitcoin @ethereum Time to create more Web3 development opportunities.

Regarding aave someone on twitter posted this comment

DeFi stablecoins GHO and crvUSD from Aave and Curve could gain market share from centralized stablecoins due to regulatory scrutiny and community trust, attracting new money to DeFi and creating arbitrage opportunities. #DeFi #GHO #crvUSD #stablecoins #Aave #Curve #crypto

Regarding the coin most that is most similar bitcoin someone on twitter posted this comment

Nothing says true decentralization like #Ethereum! Because two blockchains are definitely better than one, right? #Bitcoin @ethereum Time to create more Web3 development opportunities.

The oracle using white magic machine learning ranks the most positive comments and post them above, so presumably these are constructive comments that you can use to further your research

Users Have Been Looking For These Coins

These are The Coin Oracle Historical searches, more hints here!