Code Monkey home page Code Monkey logo

nyc-uber-data-engineering-project-with-google-cloud-platform's Introduction

Uber End-To-End Data Engineering Project on Google Cloud Platform

An end-to-end modern data engineering project, including deployment of ETL pipeline on Google Cloud Platform, using BigQuery for data analysis and leveraging Looker to generate an insight dashboard.

Uber_Dashboard_Present.mov

Architecture

Project Architecture

Technology Stack

Languages:

  • Python
  • SQL

Google Cloud Platform:

  • Google Storage
  • Google Engine
  • Big Query
  • Looker Studio

Modern Data Pipeline Tool:

Data Source

The dataset is provided by TLC Trip Record Data, including yellow and green taxi trip records. It includes fields capturing pick-up and drop-off dates/times, pick-up and drop-off locations, trip distances, itemized fares, rate types, payment types, and driver-reported passenger counts.

Data source link: https://www.nyc.gov/site/tlc/about/tlc-trip-record-data.page

Data Dictionary: https://www.nyc.gov/assets/tlc/downloads/pdf/data_dictionary_trip_records_yellow.pdf

Data Modeling

Uber Data Model

ETL Pipeline

ETL pipeline

Looker Dashboard

Uber_Dashboard_Present.mov

Contact

Manyu Zhang ([email protected])

nyc-uber-data-engineering-project-with-google-cloud-platform's People

Contributors

manyuzhang1996 avatar

Stargazers

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

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.