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Exploratory data analysis using Python - binance, pandas, and mplfinance

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Binance_EDA

This is a repository for the Portfolio Project on Exploratory data analysis using Python-binance, pandas, and mplfinance.

About this Project

This project applies data analytics concepts to cryptomarket by extracting and analysing historical trading data from Binance using various python libraries.

Workflow

  • Set Up (setting up the binance account)
  • Authentication (extracting API keys and authenticating to the binance client)
  • Getting Tickers (grabbing symbols of the cryptocurrencies)
  • Getting Depth (getting market depth for a particular coin at some point of time)
  • Getting Historical Data (getting previous trading data, like open, low, high, close etc)
  • Preprocessing Historical Data (Formatting to get the desired datatypes)
  • Visualizing the candlestick charts (chart with moving averages or other technical indicators)

Python Libraries Used:

  • Python-binance
  • Pandas
  • mplfinance

Data Visualization

ETHUSDT

BTCUSDT

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Exploratory data analysis using Python - binance, pandas, and mplfinance

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