Giter Site home page Giter Site logo

coincap-api-pipeline's Introduction

CoinCap ETL Project

This is a simple data pipeline extracting cryptocurrency data from CoinCap API utilising tools such as Docker, cron, AWS EC2, PostgreSQL, and Metabase.

It is based on a project by Joseph Machado. I've made various amendments, including using a different endpoint and extraction script, updating containers to allow for data persistence, and documenting some design decisions.

Motivation

I wanted to create a simple ETL which would help develop my skills and knowledge further. I also have a passing interest in crypto, and the CoinCap API was a good place to explore this.

Architecture

  1. Extract data using CoinCap API
  2. Load data into PostgreSQL
  3. Connect with Google Data Studio dashboard
  4. Orchestrate using cron
  5. Run with Docker
  6. Data visualisation with Metabase

Output

Link ~ here

The Pipeline

  1. Setup ~ step-by-step instructions to setup pipeline.

  2. Design ~ pipeline description and design decisions.

  3. Improvements ~ listing of improvements I plan to make.

coincap-api-pipeline's People

Contributors

abz-aaron avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.