Data Wrangling & ETL

6 tools

Fivetran

Why I use it: Automated data movement platform that syncs data from sources to your warehouse

4.2
Pandas

Why I use it: Core Python library for data manipulation, cleaning, and analysis of tabular data

4.2
dbt

Why I use it: SQL-first transformation tool that lets data teams build reliable data pipelines

4.2
Airflow

Why I use it: Workflow orchestration platform for authoring, scheduling, and monitoring data pipelines

4.4
Apache Spark

Why I use it: Distributed processing engine for big data analytics and ML at massive scale

4.3
Airbyte

Why I use it: Open-source data integration platform with 300+ connectors for ELT pipelines

4.2