Analytics & Data Management

References
Product Analytics from Scratch · Tim Farrell
Re: "Living in Data" · Tim Farrell
Tools
GitHub - datafuselabs/databend: A powerful cloud data warehouse. Built for elasticity and efficiency. Free and open. Also available in the cloud: https://app.databend.com
GitHub
GitHub - PostHog/posthog: 🦔 PostHog provides open-source product analytics, session recording, feature flagging and a/b testing that you can self-host.
GitHub
Links from Nikita Voloboev's wiki​
​Fathom - Simple, trustworthy website analytics. Built with Go & Preact. (Code) (Best option for GDPR compliance)
​Matamo - Open source alternative to Google Analytics.
​LocustDB - Massively parallel, high performance analytics database that will rapidly devour all of your data.
​Grafana - Tool for beautiful monitoring and metric analytics & dashboards for Graphite, InfluxDB & Prometheus & More. (Grafana Backup Tool)
​Cube.js - Open source modular framework to build analytical web applications.
​Analytics.js - Hassle-free way to integrate analytics into any web application.
​Kedro - Python library for building robust production-ready data and analytics pipelines. (Article)
​Plausible Analytics - Simple, privacy-friendly alternative to Google Analytics. (Code) (HN) (HN 2) (Docs) (Lobsters)
​Metabase - Easy, open source way for everyone in your company to ask questions and learn from data. (Code) (Binary deployment)
​OmniSci - Interactively query, visualize, and power data science workflows over billions of records. (1.1 Billion Taxi Rides using OmniSciDB and a MacBook Pro)
​Freshlytics - Open source privacy-friendly analytics software. It aims to be reliable, friendly to use and easy to deploy.
​GoatCounter - Simple web statistics. No tracking of personal data. (Code)
​MixPanel - Analyze user behavior across your sites and apps. Then send messages and run experiments from what you learned–all in Mixpanel.
​What is your preferred web traffic analytics platform? (2020)​
​blackrock - Events & Analytics.
​RudderStack - Platform for collecting, storing and routing customer event data to dozens of tools. (Code)
​OpenTelemetry API for JavaScript - Framework for collecting traces and metrics from applications.
​PostHog - Developer-friendly, open-source product analytics. (Code)
​A simple way to get more value from metrics​
​We ditched Google Analytics for good (2020) (HN)
​Netlify Analytics​
​Analytics - Lightweight analytics abstraction layer for tracking page views, custom events, & identifying visitors. (Docs)
​Roll Your Own Analytics​
​Lightweight alternatives to Google Analytics (2020) (Lobsters)
​More alternatives to Google Analytics (2020) (Lobsters)
​Fathom Analytics: Count on it (2020)​
​Time-based analytics, longitudinal clustering of usage data​
​Deep Dive Into My Stats Page (2020)​
​Using event naming conventions to keep analytics data clean​
​Goodhart's Law and how systems are shaped by the metrics you chase (2020) (HN)
​Simple Analytics - Simple, clean, and privacy-friendly analytics. (Telegram Widget)
​GoAccess - Visual Web Log Analyzer.
​Monitoring your own infrastructure using Grafana, InfluxDB, and CollectD (2020) (HN)
​kSense - Insanely Fast Analytics.
​Umami - Self-hosted open-source alternative to Google Analytics. (HN)
​Privacy Focused Analytics From Scratch (2020)​
​Cloudflare Web Analytics (Article) (HN) (HN 2) (Review) (HN 3)
​Big tech finally challenges Fathom Analytics (2020)​
​Umami - Simple, fast, website analytics alternative to Google Analytics. (Code) (HN)
​The Analytics That Matter (2020)​
​The Startup Guide to Analytics​
​userTrack - Self-Hosted Analytics. (HN)
​Ackee - Self-hosted, Node.js based analytics tool for those who care about privacy. (Web)
​Shynet - Modern, privacy-friendly, and detailed web analytics that works without cookies or JS.
​Frovedis - Framework of vectorized and distributed data analytics.
​AWS Web Analytics - Privacy-focused alternative to Google Analytics on AWS Pinpoint.
​Microsoft Clarity - Analytics for Websites.
​Splitbee - Friendly all-in-one analytics & conversion tool.
​Real-time Security Insights: Apache Pinot at Confluera (2020)​
​Ask HN: How to run analytics on data without access to the data? (2020)​
​Analytics Zoo - Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray.
​How I replaced google analytics on my website (2020)​
​Datadog - Cloud Monitoring as a Service. (GitHub)
​Datadog Agent​
​Awesome Analytics​
​Panelbear - Fast and privacy-friendly website analytics.
​Squzy - High-performance open-source monitoring, incident and alert system written in Go with Bazel.
​Webmention Analytics - Analytics dashboard for webmention.io data. (Article)
​Why Databricks Is Winning In The Data & Analytics Market (2021) (HN)
​Minimally Invasive (and More Accurate) Analytics: GoAccess and Athena/SQL (2021) (HN)
​Google Analytics: Stop feeding the beast (2021) (HN)
​Counter - Simple and Free Web Analytics. (HN) (Code)
​Redata - Better monitoring for data teams. (Code)
​SaaS Metrics - Collection of articles and interactive models, to help you understand the metrics that matter to your SaaS business.
​Volument - Smarter take on website analytics. (HN)
​June - Instant analytics reports, on top of Segment.
​A list of privacy-friendly Google Analytics alternatives (2021) (HN)
​ganalytics - Tiny (312B) client-side module for tracking with Google Analytics.
​Load-testing my Web Analytics Tool​
​Tech-savvy audiences block Google Analytics (2021) (HN)
​Monitor ClickHouse with Prometheus & Grafana (2021)​
​Pirsch Analytics - Cookie-Free Alternative to Google Analytics.
​Dune Analytics - Free crypto analytics by and for the community. (Dune Snippets)
​Bast - Web analytics focusing on privacy and simplicity.
​Sensor Tower - Mobile App Store Marketing Intelligence.
​Analytics Next - Latest version of Segment’s JavaScript SDK - enabling you to send your data to any tool.
​Ask HN: Best alternatives to Google Analytics in 2021?​
​Ask HN: Good open source alternatives to Google Analytics? (2022)​
​Census - Operational Analytics. Sync data from your warehouse into all your business tools. (Article)
​Chaos Genius - ML powered analytics engine for outlier detection and root cause analysis.
​consent-manager - Drop-in consent management plugin for analytics.js.
​AppSignal - Application Monitoring for Ruby on Rails, Elixir & Node.js.
​Offen - Fair and lightweight alternative to common web analytics tools. (Code)
​Ballcone - Fast and lightweight server-side Web analytics solution. It requires no JavaScript on your website.
​Fugu - Simple and privacy-friendly product analytics. (Code)
​Product Analytics from Scratch (2022)​
​In-Memory Analytics with Apache Arrow (2022) (Code)
​Objectiv - Open-source product analytics infrastructure with a generic event taxonomy. (Web) (HN)
​Snowplow - Enterprise-grade behavioral data engine (web, mobile, server-side, webhooks), running cloud-natively on AWS and GCP.
​dbt Product Analytics (HN)
​Serverless Realtime Analytics for Next.js with Vercel Edge, Upstash Kafka and Tinybird (2022)​
​Minimal-Analytics - Minimal versions of popular analytics libraries. Reduce the impact of third-party scripts on your application.
Product Engineering
User Research
Last modified 3mo ago
Analytics & Data Management

References

Tools

Links from Nikita Voloboev's wiki​

Links from Nikita Voloboev's wiki
