hejazn86 / web3_data_analysis

A comprehensive data analysis project for Web3 using Infura

Web3 Data Analysis Project

This project fetches and analyzes blockchain data from the Ethereum network using Infura. It provides insights into block and transaction data, and visualizes various aspects of this data.

Setup

1. Clone the repository:

   git clone https://github.com/yourusername/Web3-Data-Analysis.git
   cd Web3_Data_Analysis

2. Install dependencies:

3. Add your Infura Project ID in main_web3.py:

   infura_url = "https://mainnet.infura.io/v3/YOUR_PROJECT_ID"

4. Run the analysis script:

   python main_web3.py

Analysis

The project performs the following analyses:

• Fetches and saves block data for the last 1000 blocks.
• Visualizes the number of transactions over time.
• Visualizes the gas used over time.
• Shows the distribution of transaction counts per block.
• Fetches transaction data for the latest block.
• Shows summary statistics and distribution of transaction values.