The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning. Learn more →
Top 23 Python Analytic Projects
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Redash
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
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PostHog
🦔 PostHog provides open-source product analytics, session recording, feature flagging and A/B testing that you can self-host.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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activitywatch
The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused.
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dbt-core
dbt enables data analysts and engineers to transform their data using the same practices that software engineers use to build applications.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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rotki
A portfolio tracking, analytics, accounting and management application that protects your privacy
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scikit-learn-intelex
Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application
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kube-opex-analytics
🎨 Kubernetes Usage Analytics and Accounting for Cost Allocation and Capacity Planning - Hourly Trends, Daily and Monthly Accounting - Prometheus Exporter - Built-in & Grafana Dashboards.
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django-slick-reporting
Reporting engine for Django, Create dashboards, reports and charts effectively and effortlessly.
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dbt-data-reliability
dbt package that is part of Elementary, the dbt-native data observability solution for data & analytics engineers. Monitor your data pipelines in minutes. Available as self-hosted or cloud service with premium features.
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SaaSHub
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Project mention: Redash: Connect to data source, easily visualize, dashboard and share your data | news.ycombinator.com | 2024-03-20
It would be a shame not to mention PostHog as the telemetry provider we are using, since it turned out to be extremely useful. Because it is hard to find people who will talk with you about your product, gathering statistics gave us a much greater insight into our users.
But have a look at https://activitywatch.net/
Project mention: I'm fine with the basics of Plex - now what can I do to really use plex to it's full potential? | /r/PleX | 2023-12-09With Tautulli you have a better monitoring system than what Plex offers. Streaming history split by user, you can add notifications to a lot of services like Slack, email and so on. You can even create newsletters being sent out to users based on what was added to your server.
Project mention: It Took Me a Decade to Find the Perfect Personal Website Stack – Ghost+Fathom | news.ycombinator.com | 2023-07-09+1 on shynet! I use it for my personal website and my blog, and it's been working great.
I got it up and running with Podman, so no need to install and run the Docker daemon. I also fixed SQLite support [1], so no need for an additional DB server.
I analyzed available open-source web analytics tools [2] and AFAIK there is simpler solution for web analytics that doesn't involve a third party.
[1] https://github.com/milesmcc/shynet/issues/208
[2] https://blog.fidelramos.net/software/privacy-respecting-self...
Project mention: Does anyone know of a "zapper" like portfolio tracker that automatically calculates Profit/Loss? | /r/defi | 2023-12-11That already exists: https://rotki.com/
Here's the project: https://github.com/vmware/versatile-data-kit
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python Analytics related posts
- Loading a trillion rows of weather data into TimescaleDB
- How Telemetry Saved my Open-Source Platform
- Redash: Connect to data source, easily visualize, dashboard and share your data
- Show HN: Ellipsis – Automatic pull request reviews
- Show HN: Flywheel
- Contribuir con proyectos Open Source
- Show HN: Monitor your webapp with minimal setup
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A note from our sponsor - WorkOS
workos.com | 26 Apr 2024
Index
What are some of the best open-source Analytic projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Redash | 24,948 |
| 2 | PostHog | 17,172 |
| 3 | activitywatch | 10,856 |
| 4 | dagster | 10,215 |
| 5 | modin | 9,476 |
| 6 | dbt-core | 8,881 |
| 7 | nebuly | 8,367 |
| 8 | Tautulli | 5,361 |
| 9 | Shynet | 2,806 |
| 10 | rotki | 2,608 |
| 11 | lotus | 1,658 |
| 12 | scikit-learn-intelex | 1,160 |
| 13 | metricflow | 1,073 |
| 14 | flask-profiler | 744 |
| 15 | kube-opex-analytics | 443 |
| 16 | django-slick-reporting | 426 |
| 17 | dbt-metabase | 425 |
| 18 | versatile-data-kit | 410 |
| 19 | mypaas | 366 |
| 20 | riptable | 345 |
| 21 | dbt-data-reliability | 338 |
| 22 | hashview | 335 |
| 23 | WebHashcat | 278 |
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