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Home CRYPTOCURRENCY

Ethereum: Get data from Binance in Python

by Thủy Tiên Anna
13 Tháng Hai, 2025
in CRYPTOCURRENCY
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Mining Ethereum Data with Binance Socket Manager Using Python

For those new to cryptocurrency trading, figuring out how to mine the Ethereum network can be a daunting task. In this article, we will walk you through the steps to set up the BinanceSocketManager library and mine Ethereum market data.

Prerequisites:

Before diving into the code, make sure you have:

  • Python is installed on your computer.
  • binance library installed (pip install binance-sdk)
  • Binance API account with a valid access token

Installing required libraries:

You can install the required libraries using pip:

pip install -U binance-sdk

BinanceSocketManager Settings:

BinanceSocketManager is used to establish a WebSocket connection to the Binance API. To use it, you need to create an instance of the Client class and pass the access token:

import asyncio

from binance import AsyncClient


Replace with your Binance API access token

access_token = "YOUR_BINANCE_API_ACCESS_TOKEN"

async definition retrieve_ethermarket_data():


Create an instance of BinanceSocketManager

client = AsyncClient(access_token=access_token)


Define the WebSocket endpoint and callback function

async definition on_message(data):


Process the incoming message (in this case we will simply print it)

print(f"Data received from Binance: {data}")


Subscribe to the market data feed of Ethereum

client.socketManager.subscribe(

symbol="ETH",

Ethereum symbol (e.g. ETH/USDT)

callback=on_message

Callback function to handle incoming messages

)

async definition main():

wait for fetch_ethermarket_data()


Start the asyncio event loop

asyncio.run(main())

What happens in this code:

  • Create an instance of AsyncClient using your Binance API access token.
  • Define a on_message callback function that will run when new data is received from Binance.
  • Subscribe to the Ethereum market data feed by passing a token (ETH) and a callback function (in this case on_message).
  • The line asyncio.run(main()) starts the asyncio event loop.

What happens next?

This code establishes a basic WebSocket connection to Binance and subscribes to the Ethereum market data feed. To get more detailed market data, such as the order book, candlestick chart, or number of API calls, you will need to modify the callback function accordingly. You can also explore other features such as price charts, technical indicators, and more.

Tips and variations:

  • To handle errors, add try-except blocks around the code.
  • Use the while True loop instead of asyncio.run(main()) for continuous execution.
  • Experiment with different callback functions to get additional data or handle specific events.
  • Consider using other functions from the binance-sdk library, such as getting prices from exchanges or analyzing market trends.

Conclusion:

Ethereum: Get data from Binance in Python

In this article, you have learned how to use the BinanceSocketManager library in Python to establish a WebSocket connection to Binance and retrieve Ethereum market data. With practice and research, you will be able to customize your code to your specific needs and gain valuable insights into the Ethereum ecosystem.

BEST WALLET BITMEX INTEREST

Thủy Tiên Anna

Thủy Tiên Anna

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