A web application to view futures of various cryptocurrencies.
The predictions are made by using the trends of prices of cryptocurrencies and correlating them with sentiment analysis. Multivariate time series analysis is used to predict the trends and the percentage change in predicted trends is obtained by sentiment analysis of Twitter feed.
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On the ReactJS frontend, user can view candlebar plot of prices of selected cryptocurreny over the past 7 days.
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The futures of the 8th day are predicted and shown in the same plot. The prices can be viewed by toggling the selection in USD, INR, EUR, and JYP.
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Percentage change in predicted price by sentiment is indicated by a speedometer below the graph.
Our repositories
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For more details and documentation, head to learning
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For the codebase of the Django backend and more on the machine learning models, head to backend
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For the codebase of the ReactJS frontend, head to frontend