dbt-sessionization
trino_data_mesh
Our great sponsors
| dbt-sessionization | trino_data_mesh | |
|---|---|---|
| 6 | 1 | |
| 18 | 8 | |
| - | - | |
| 0.0 | 1.8 | |
| over 1 year ago | almost 3 years ago | |
| MIT License | - |
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-sessionization
-
Data modeling for clickstream/event data
Googling around I found this repo from rudderstack which shows several examples of DBT models about how one could handle this situation, but I haven't found much else - maybe I'm asking google the wrong question.
-
How To Event Stream Data From Your Hugo Site To Google Analytics Using RudderStack
RudderStack is an open-source customer data platform that empowers you to track your customer events from your web, mobile, and server-side sources in real-time. We have also open-sourced our primary repository - rudder-server - on GitHub. This article will walk you through the process of integrating your Hugo site with RudderStack using our JavaScript SDK. It will also help you track the real-time user events and send them to the destinations of your choice.
-
Send Form Data From Marketo to Multiple Destinations Using RudderStack
By using RudderStack to understand how users are finding and interacting with your site and then combining that with the data collected by your Marketo forms, you'll get deeper insights about your potential customers and provide higher quality leads to your sales team.
-
Data Warehouse Integration: Refining Your Customer Data Stack
RudderStack lets you send the rich analysis from your warehouse to your entire customer data stack. Read more about how RudderStack's Warehouse Actions feature unlocks the data in your warehouse.
-
How To Event Stream Data From Your Nuxt.Js App Using RudderStack
RudderStack is an open-source Customer Data Pipeline that enables you to track events from your web, mobile, and server-side sources and send them to your whole customer data stack in real-time. We have also open-sourced our primary GitHub repository - rudder-server.
-
Clickstream Data Mining Techniques: An Introduction
We highly recommend checking out our Sessionization repository on GitHub to see how to use the sessions in a practical scenario.
trino_data_mesh
-
What even is data mesh
Not central to the main ideas of this article, but if you want to have a data mesh that is self-service, why force folks to use a particular storage medium like a data warehouse? That still requires centralization of the data.
Why not instead have a tool like Trino (https://trino.io) that allows you to let different domains use whatever datastore they happen to use. You still would need to enforce schema, but this can be done in tools like schema registry as mentioned in the article along with a data cataloging tool.
These tools facilitate the distributed nature of the problem nicely and encourage healthy standards to be discussed and the formalized in schema definitions and catalogs that remove the ambiguity of discourse and documentation.
Nice example is laid out in this repo of how Trino can accomplish data mesh principles 1 and 3 (https://github.com/findinpath/trino_data_mesh).
What are some alternatives?
soda-sql - Data profiling, testing, and monitoring for SQL accessible data.
rudderstack-docs - Documentation repository for RudderStack - the Customer Data Platform for Developers.
lightdash - Open source BI for teams that move fast ⚡️
rudder-analytics-nuxt - Sample Nuxt.js app which integrated with RudderStack's JavaScript SDK.
Trino - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
dbt-customer-journey-analysis - Using DBT for Customer Journey Analysis on RudderStack - an open-source, warehouse-first customer data pipeline and Segment alternative.
ClickstreamAnalysis - Analyzing Clickstream Data using Markov Chains and data mining SPACE algorithm
dbt-spotify-analytics - Containerized end-to-end analytics of Spotify data using Python, dbt, Postgres, and Metabase
rudder-sdk-js - JavaScript SDK for RudderStack - the Customer Data Platform for Developers.
gatsby-plugin-rudderstack - Gatsby plugin to send customer event data to RudderStack