/Automating_crypto_api

Primary LanguageJupyter Notebook

Cryptocurrency Data Analysis

This project analyzes cryptocurrency data using the CoinMarketCap API. It retrieves and processes data on the latest cryptocurrency listings and visualizes key metrics.

Features:

  • API Integration: Fetch data from the CoinMarketCap API.
  • Data Processing: Normalize JSON data into a DataFrame, add timestamp.
  • Analysis: Calculate average percent changes in various timeframes.
  • Visualization: Plot trends and changes using Seaborn and Matplotlib.

Technologies Used:

  • Python Libraries: requests, json, pandas, seaborn, matplotlib
  • API: CoinMarketCap

Usage:

  1. API Call: Retrieve the latest cryptocurrency data.
  2. Data Processing: Transform and normalize the data.
  3. Visualization: Generate plots to analyze cryptocurrency trends.

The script performs periodic data fetching and visualization to track cryptocurrency performance and changes over time.