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Top 23 Analytic Open-Source Projects
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Grafana
The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.
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SurveyJS
Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.
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Metabase
The simplest, fastest way to get business intelligence and analytics to everyone in your company :yum:
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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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awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
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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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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!
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Plausible Analytics
Simple, open source, lightweight (< 1 KB) and privacy-friendly web analytics alternative to Google Analytics.
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GoAccess
GoAccess is a real-time web log analyzer and interactive viewer that runs in a terminal in *nix systems or through your browser.
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excelize
Go language library for reading and writing Microsoft Excel™ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
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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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TimescaleDB
An open-source time-series SQL database optimized for fast ingest and complex queries. Packaged as a PostgreSQL extension.
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partytown
Relocate resource intensive third-party scripts off of the main thread and into a web worker. 🎉
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react-native-firebase
🔥 A well-tested feature-rich modular Firebase implementation for React Native. Supports both iOS & Android platforms for all Firebase services.
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activitywatch
The best free and open-source automated time tracker. Cross-platform, extensible, privacy-focused.
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Trino
Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
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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.
Project mention: A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev | dev.to | 2024-02-05netdata.cloud — Netdata is an open-source tool to collect real-time metrics. It's a growing product and can also be found on GitHub!
Project mention: Docker Log Observability: Analyzing Container Logs in HashiCorp Nomad with Vector, Loki, and Grafana | dev.to | 2024-04-19Monitoring application logs is a crucial aspect of the software development and deployment lifecycle. In this post, we'll delve into the process of observing logs generated by Docker container applications operating within HashiCorp Nomad. With the aid of Grafana, Vector, and Loki, we'll explore effective strategies for log analysis and visualization, enhancing visibility and troubleshooting capabilities within your Nomad environment.
Superset is absolutely phenomenal. I really hope Microsoft eventually releases all of their customizations they made to it internally to the OS community someday.
https://www.youtube.com/watch?v=RY0SSvSUkMA
https://github.com/apache/superset/discussions/20094
Remote Code Execution via H2
Project mention: We Built a 19 PiB Logging Platform with ClickHouse and Saved Millions | news.ycombinator.com | 2024-04-02Yes, we are working on it! :) Taking some of the learnings from current experimental JSON Object datatype, we are now working on what will become the production-ready implementation. Details here: https://github.com/ClickHouse/ClickHouse/issues/54864
Variant datatype is already available as experimental in 24.1, Dynamic datatype is WIP (PR almost ready), and JSON datatype is next up. Check out the latest comment on that issue with how the Dynamic datatype will work: https://github.com/ClickHouse/ClickHouse/issues/54864#issuec...
Project mention: Redash: Connect to data source, easily visualize, dashboard and share your data | news.ycombinator.com | 2024-03-20
Project mention: About Data analyst, data scientist and data engineer, resources and experiences | dev.to | 2024-03-26Awesome Data Science by Academic
Are you tired of relying solely on Google Analytics to track your website's performance? Look no further! Introducing Umami , a powerful and privacy-focused alternative that puts you in control of your analytics data. Umami was founded by three brothers, Mike, Brian and Francis Cao as they were frustarted with using Google Analytics, which dominated and still does the industry of analytics despite of privacy concerns. As it is open-source, Umami quickly started being popular open-source project while still respecting privacy of users. My personal opinion, is that Umami is really easy to setup and use, for smaller projects as my personal website it is of great use. It does not many tracking as GA but it really does its job.
I could do the same exercise with Google Analytics and Google Tag Manager, but luckily I don't need to, since Plausible already did. A piece of advice, rip out Google Analytics and use Plausible instead. It first of all doesn't destroy your website, and secondly it doesn't violate the GDPR - So you can embed it on your site without having to warn your visitors about that they're being spied on by Google.
If one wants server-side metrics with a little more info than the author's "hacky little script", there's always goaccess [1], which functions in broadly the same way. I even use it with Firebase Hosting-hosted sites via [2] (which I wrote).
[1] http://goaccess.io/
[2] https://github.com/Silicon-Ally/gcp-clf
Project mention: Recommend a powerful excel processing library, @zurmokeeper/exceljs, which supports encryption and decryption of xlsx files and flexible setting of multiple table headers when exporting, etc. | /r/node | 2023-07-01Then I found out that WPS only supports ecma376 standard encrytion for xlsx files. Then I referred to the official documentation and libraries in other languages, such as msoffcrypto-tool written in python. msoffcrypto-tool) and go's excelize. Since I don't know much about encryption and decryption, the process of implementation is also a bit of a twist.
Project mention: MQL – Client and Server to query your DB in natural language | news.ycombinator.com | 2024-04-07I should have clarified. There's a large number of apps that are:
1. taking info strictly from SQL (e.g. information_schema, query history)
2. taking a user input / question
3. writing SQL to answer that question
An app like this is what I call "text-to-sql". Totally agree a better system would pull in additional documentation (which is what we're doing), but I'd no longer consider it "text-to-sql". In our case, we're not even directly writing SQL, but rather generating semantic layer queries (i.e. https://cube.dev/).
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.
Project mention: TimescaleDB: An open-source time-series SQL database | news.ycombinator.com | 2024-02-06
If your data lacks uniform time intervals between consecutive entries, QuestDB offers a solution by allowing you to sample your data. After that, MindsDB facilitates creating, training, and deploying your time-series models.
With a serverful approach, you can avoid these drawbacks, and the main challenge lies in selecting the platform that aligns with your requirements. Options may include AWS, Render, DigitalOcean, and others. While VPS is also an option, it's generally not recommended due to the significant setup and maintenance overhead involved (logging, monitoring, CI/CD pipelines, etc.). However, you can make your life easier by leveraging tools like Coolify that help managing your VPS.
Project mention: Partytown: Run Third-Party Scripts from a Web Worker | news.ycombinator.com | 2024-04-22
Project mention: [Demystifying Firebase (Part-1)] How to setup Firebase in React Native CLI App. | dev.to | 2024-04-05We'll be utilizing React Native Firebase for this.
But have a look at https://activitywatch.net/
Project mention: Trino: Fast distributed SQL query engine for big data analytics | news.ycombinator.com | 2024-03-19
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).
Analytics related posts
- We need to Speak about Google Code Quality
- Show HN: Open-Source Ad-Free File Upload Service
- Plausible as an alternative to Google Analytics
- Loading a trillion rows of weather data into TimescaleDB
- How Telemetry Saved my Open-Source Platform
- Umami: Best free Go-To Google Analytics Alternative
- MQL – Client and Server to query your DB in natural language
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A note from our sponsor - WorkOS
workos.com | 24 Apr 2024
Index
What are some of the best open-source Analytic projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | Netdata | 68,064 |
| 2 | Grafana | 60,279 |
| 3 | superset | 58,737 |
| 4 | Metabase | 36,417 |
| 5 | ClickHouse | 34,054 |
| 6 | Redash | 24,917 |
| 7 | awesome-datascience | 23,101 |
| 8 | Umami | 19,579 |
| 9 | Matomo | 18,999 |
| 10 | Plausible Analytics | 18,213 |
| 11 | GoAccess | 17,467 |
| 12 | excelize | 17,250 |
| 13 | cube.js | 17,120 |
| 14 | PostHog | 17,013 |
| 15 | duckdb | 16,576 |
| 16 | TimescaleDB | 16,445 |
| 17 | QuestDB | 13,448 |
| 18 | coolify | 13,311 |
| 19 | partytown | 12,658 |
| 20 | react-native-firebase | 11,410 |
| 21 | activitywatch | 10,814 |
| 22 | dagster | 10,173 |
| 23 | Trino | 9,552 |
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