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For this analysis, we used computational linguistics and biometrics to systematically identify the trend using various news articles and closing prices using the "CoinGecko CSV & Crypto News API"!

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Solana Sentinment Price Predicition

Team Members

Nicholas DePalma
Ryan Dibeler
Kate Peskova
Jamel Harvey

Project Description

The daily sentiment of Solana will be used to predict the future price action of Solana.

Research Questions to Answer

What is the historical daily sentiment of Solana?
What is the historical daily closing price for Solana?
How can daily sentinment be used to predict the price action of Solana?

Datasets to be Used

Articles pulled from News API
Closing prices pulled from Google Finance

Breakdown of Tasks

Use News API to gather data for Articles related to Solona
Perform a sentinment analysis for the 90 day period and create a dataframe
Create a dataframe of daily closing prices for the 90 day period
Concatenate all data into a single dateframe
Select a model to train the data
Test the model
Evaluate the results

About

For this analysis, we used computational linguistics and biometrics to systematically identify the trend using various news articles and closing prices using the "CoinGecko CSV & Crypto News API"!

natural-language-processing sentiment-analysis stochastic-gradient-descent balanced-random-forest easy-ensemble-classifier

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