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tay-yijun / crypto-data-prediction-model

A project to build a data platform to ingest, aggregate and analyze crypto market and crypto sentiment data

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crypto-data-prediction-model

A project to build a data platform to ingest, aggregate and analyze crypto price and social media sentiment about crypto

We focus on analyzing BTC price and social media sentiment.

Contributors

Tay Yijun @tay-yijun
Lim Xing Kang Norman @frenoid
Joseph Zhou Weixin @joswx
Tonay Aizize Abuduaini @Aibier

Business problem

image

Architecture

image

Structure

BTC price ingestion from Binance

Price ingestion app

BTC Post ingestion from Twitter

Twitter ingestion app

Model to forecast 5 min ahead BTC price

Price forecasting model

Model to analysis Twitter posts about BTC

Sentiment analysis model

Presentation of data in a web app

Data presentation app

About

A project to build a data platform to ingest, aggregate and analyze crypto market and crypto sentiment data

Languages

Language:Go 35.7%Language:Python 26.8%Language:Jupyter Notebook 23.3%Language:PureBasic 6.9%Language:Makefile 2.5%Language:JavaScript 2.3%Language:Dockerfile 1.7%Language:CSS 0.4%Language:HTML 0.4%