dbt
unomi
dbt | unomi | |
---|---|---|
1 | 1 | |
3,802 | 255 | |
- | 2.0% | |
10.0 | 6.2 | |
over 2 years ago | 3 days ago | |
Python | Java | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
dbt
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Open Source Analytics Stack: Bringing Control, Flexibility, and Data-Privacy to Your Analytics
Due to the rise in cloud-based data warehouses, businesses can directly load all the raw data into the data warehouse without prior transformations. This process is known as ELT (Extract, Load, Transform) and gives data and analytics teams freedom to develop ad-hoc transformations based on their particular needs. ELT became popular as the cloud's processing power and scale became better suited to transforming data. DBT (website, GitHub) is a popular open-source tool recommended for ELT and allows businesses to transform data in their warehouses more effectively. It's a great pairing with with RudderStack's Cloud Extract ETL tool.
unomi
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Open Source Analytics Stack: Bringing Control, Flexibility, and Data-Privacy to Your Analytics
Talking about successful data ingestion tools, most businesses rely increasingly on different Customer Data Platforms (CDPs) that track, collect, and ingest data from multiple sources and systems into a single platform to get a unified customer view. Apache Unomi (website, GitHub) is a perfect example of an open-source CDP that ingests data and collects it in one place.
What are some alternatives?
Apache Kafka - Mirror of Apache Kafka
Rudderstack - Privacy and Security focused Segment-alternative, in Golang and React
airbyte - The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
superset - Apache Superset is a Data Visualization and Data Exploration Platform
Matomo - Empowering People Ethically with the leading open source alternative to Google Analytics that gives you full control over your data. Matomo lets you easily collect data from websites & apps and visualise this data and extract insights. Privacy is built-in. Liberating Web Analytics. Star us on Github? +1. And we love Pull Requests!
Snowplow - The enterprise-grade behavioral data engine (web, mobile, server-side, webhooks), running cloud-natively on AWS and GCP
Metabase - The simplest, fastest way to get business intelligence and analytics to everyone in your company :yum:
nbdev - Create delightful software with Jupyter Notebooks
rudderstack-docs - Documentation repository for RudderStack - the Customer Data Platform for Developers.
Apache Superset - Apache Superset is a Data Visualization and Data Exploration Platform [Moved to: https://github.com/apache/superset]