Analytics Engineering with Airbnb Data Using dbt
Ahmad Kamiludin
Introduction
This project showcases the seamless integration of key data engineering and analytics tools to analyze Airbnb listings in Brisbane, Australia. It begins with the setup and configuration of Snowflake and dbt, facilitating efficient data transformation processes. The journey continues with data modeling, testing, and transformation using dbt, followed by workflow automation using Airflow for streamlined task orchestration. Finally, the project concludes with the creation of insightful dashboards using Tableau, enabling visualization and exploration of Airbnb data for informed decision-making. Overall, this project offers practical experience in building end-to-end data pipelines and deriving actionable insights from complex datasets.
Tech Stack
Data Modeling
Data Lineage
Simple Dashboard
Technology Used
Snowflake
Dbt
Tableau
Apache Airflow
SQL
Dataset Used
Airbnb listings in Brisbane, Australia
Website - https://insideairbnb.com/brisbane/
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Posted Dec 12, 2024
This project showcases the seamless integration of key data engineering and analytics tools such as dbt to analyze Airbnb listings in Brisbane, Australia.
