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Data Processing
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ETL Tools
ETL Tools
A curated collection of the best extract, transform, and load tools for moving scraped data between sources and destinations.
Popular Categories:
Browser Automation
14
Scraping Frameworks
11
ETL Tools
9
Analytics Databases
9
SERP APIs
9
Workflow Orchestration
9
AI Web Scraping
8
Scraping APIs
8
Proxy Services
6
Distributed Crawling
6
Search Engines
6
Cloud Compute
6
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AWS Athena
Serverless SQL queries on S3. Query scraped data files directly without loading. Pay per query.
ETL Tools
AWS Glue
Serverless ETL service. Data catalog, crawlers, Spark-based transforms. Native S3 and Redshift integration.
ETL Tools
Meltano
Code-first ELT engine built on Singer. GitOps workflows, 300+ connectors, integrates with dbt.
ETL Tools
dlt (data load tool)
Lightweight Python library for data loading. Auto schema inference, 5000+ sources supported.
Data Transformation
ETL Tools
dbt
Transform data in your warehouse using SQL. Version control, testing, documentation for data models.
Data Transformation
ETL Tools
Dagster
An orchestration platform for the development, production, and observation of data assets.
ETL Tools
Workflow Orchestration
Airbyte
Open-source ELT platform with 600+ connectors. Move data from APIs, databases, files to warehouses and lakes.
ETL Tools
Prefect
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
ETL Tools
Workflow Orchestration
Apache Airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
ETL Tools
Workflow Orchestration