Awesome Analytics Overview

A curated list of analytics frameworks, software and other tools.

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Awesome Analytics

A curated list of awesome analytics platforms, resources and other awesomeness. Inspired by awesome-bigdata (⭐15k).

Your feedback and contributions are always welcome! Maintained by @onurakpolat & @koconder

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Awesome Analytics
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General analytics

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UXWizz - Self-hosted web analytics with heatmaps, session-recordings, A/B tests and more. © Self-Hosted PHP
Panelbear - free real-time website analytics. Supports custom event tracking, email digests, and site speed metrics. © SaaS
PostHog - Open-source product analytics to track users, events, funnels and trends. Alternative to Mixpanel/Amplitude/Heap. Also includes session recording (alternative to HotJar) and feature flag/experimentation tools (alternative to Optimizely).(Source Code (⭐40k)) MIT Python
stratif.io - Open-source, self-hosted, warehouse-native product analytics. Runs funnels, retention, and path analysis directly on DuckDB, Postgres, Snowflake, or ClickHouse — no ingestion, no SDK. (Source Code (⭐10)) Apache-2.0 Python/TypeScript
GrowthBook - Open-source A/B testing and feature flagging that uses your existing data sources.(Source Code (⭐8.5k)) MIT Typescript
Hotjar - new and easy way to truly understand your web and mobile site visitors. © SaaS
Matomo - Leading open-source analytics platform that gives you more than just powerful analytics, formerly known as Piwik. (Source Code) GPL-3.0 PHP
Heap - tracks your app users, clicks, form submissions, and anything else. © SaaS
Privatrak - Cookieless product analytics with visual event tracking, conversion funnels, and custom dashboards. © SaaS
Opentracker - real time reporting, geo-location user tracking. © SaaS
FoxMetrics - analytics to track your user’s actions and activities. © SaaS
Adobe Analytics - web data into insights that everyone can act on. © SaaS
Google Analytics - de facto standard for analytics in the web analytics space. © SaaS
Screpy - Screpy is a web analyzer and monitoring tool. Its powered by Google Lighthouse. © SaaS
Clicktale - record and watch exactly how a visitor used your website. © SaaS
GoSquared - analytics with visitor tagging to help you dig deeper into one user’s visit. © SaaS
Clicky - track visits and conversions, you can also track your video and audio analytics. © SaaS
Woopra - track where your users are coming from. © SaaS
Mint - self-hosted analytics solution (no longer on sale). © SaaS
Going Up - manage SEO analytics and web app analytics with one tool. © SaaS
Chartbeat - beautiful, real-time app analytics tool for web apps. © SaaS
Gauges - real-time web analytics tool. © SaaS
Indicative - Web & mobile analytics tool, with heavy emphasis on segmentation and funnel visualization. © SaaS
Open Web Analytics - Google Analytics and Matomo alternative. (Source Code (⭐2.7k)) GPL-2.0 PHP
OneQuery (⭐17) - Self-hosted gateway for safe, auditable queries for agents across approved data sources. Apache-2.0 Self-Hosted Rust
Statcounter - one of the ORIGINAL web analytics tools available. © SaaS
Adobe Digital Analytics - standard analytics tools plus some that large organizations can use. © SaaS
Hitslink.com - real-time analytics, social media traffic reporting, and real-time dynamic segmentation. © SaaS
parse.ly - real-time web analytics tool with a focus on tracking content. © SaaS
Kissmetrics - real-time standard cohort analysis tool. © SaaS
Sitemeter - old analytics tool. © SaaS
Crawl Track - another old analytics tool. © SaaS
Sitespect - full-suite web app analytics tool including A/B testing. © SaaS
Kirro - A/B testing tool with visual editor and GA4 conversion tracking. 9KB script. © SaaS
ExperimentFlow - A/B testing and AI personalisation platform. Features neural bandits, lightweight SDK, privacy-first (no cookies, no PII). Google Optimize alternative. © SaaS
Rakam - Custom analytics platform that lets you to create your own analytics service. Integrate with any data source (web, mobile, IoT etc.), analyze data with SQL and create dashboards. (Source Code (⭐790)) Apache-2.0 Java
Metabase - opensource analytics/BI tool © SaaS
LiveSession - session replay user analytics. © SaaS
Glassbox - customer experince and session recording analytics. © SaaS
Sequential - session replay and product analytics with an AI judge that reviews each session and lists the findings to fix. © SaaS
Redash - open source analytics/BI tool © SaaS
AWStats - Generates web, streaming, ftp or mail server statistics graphically. (Source Code (⭐437)) GPL-3.0 Perl
Countly - Real time mobile and web analytics, crash reporting and push notifications platform. (Source Code) AGPL-3.0 Javascript
Druid - Distributed, column-oriented, real-time analytics data store. (Source Code (⭐14k)) Apache-2.0 Java
Hastic - Hackable time series pattern recognition tool with UI for Grafana. (Source Code) Apache-2.0 Python/Nodejs
Edalitics - Open source analytics/BI tool. (Source Code (⭐209)) © SaaS AGPL-3.0 Angular/Nodejs
Count - notebook-based analytics platform, use SQL or drag-and-drop to build queries. © SaaS
Deepnote - Deepnote is a drop-in replacement for Jupyter and an AI-native data workspace for modern data teams. (GitHub (⭐3k)) Apache-2.0 © SaaS TypeScript
DataSpoc Lens (⭐3) - Virtual warehouse over cloud Parquet (S3/GCS/Azure). SQL shell, Jupyter/Marimo notebooks, AI natural language queries, and local cache. (Source Code (⭐3)) Apache-2.0 Python
Datafusion - Arrow centric - SQL and in memory analytics for general usage
Superset-Datafusion (⭐1) - Superset integration for Datafusion
FullSession – Session replay and user behavior analytics for websites
StackData - Free SaaS pricing comparison tool with pricing data; structured CSV datasets available for bulk analysis. © SaaS
Klinky - A/B testing link shortener that splits one link between two destinations, with click counts. © SaaS
Replayowl - Open source, self-hosted session replay that runs on Cloudflare Workers or Node. (Source Code (⭐1)) AGPL-3.0 TypeScript
Zoho Apptics – Cross-platfom analytics to monitor performance, analyze user behavior and collect feedback for mobile, web, and desktop apps.
rrweb - Open-source session replay library for the browser. Records the DOM and user interactions and replays them pixel-perfect. (Source Code (⭐20k)) MIT TypeScript
OpenPanel - OpenPanel is an open-source web and product analytics platform, an open-source alternative to Mixpanel with optional self-hosting. © Self-Hosted EU

Real-time

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GoAccess - Real-time web log analyzer and interactive viewer that runs in a terminal. (Source Code (⭐21k)) GPL-2.0 C
VisitorPing - Live website visitor dashboard with iPhone notifications for incoming visits. © SaaS

Website analytics

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KISSS - Very minimalistic (KISS) website statistics tool. (Source Code) MIT Go
Umami - Umami is a simple, fast, privacy-focused alternative to Google Analytics. Umami is GDPR compliant. (Source Code (⭐39k)) MIT JavaScript
Vectr4 - Self-hosted web analytics with funnels and more. © Self-Hosted Docker
OpenPanel - OpenPanel is an open-source web and product analytics platform, an open-source alternative to Mixpanel with optional self-hosting. © Self-Hosted EU

Endpoints

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Census - The easiest way to sync your customer data from your cloud data warehouse to SaaS applications like Salesforce, Marketo, HubSpot, Zendesk, etc. Census is the operational analytics platform that syncs your data warehouse with all your favorite apps. Get your customer success, sales & marketing teams on the same page by keeping customer data in sync. No engineering favors required—just SQL. SaaS
Rawbbit - Self-hosted analytics pipeline that lands raw events as Parquet in your own object storage. Designed for teams that want to own their raw event data instead of feeding it into a SaaS vendor's pipeline. Alternative to Firebase Analytics and Amplitude. (Source Code (⭐10)) Apache-2.0 Python
RudderStack - The warehouse-first customer data platform (CDP) that builds your CDP on your data warehouse for you. RudderStack makes it easy to collect, unify, transform, and store your customer data as well as route it securely to a wide range of common, popular marketing, sales, and product tools (open-source alternative to Segment et al.). (Source Code (⭐4.5k)) AGPL-3.0 Go
Snowplow - Analytics tool for web apps with a lot of data. Have every single event, from your websites, mobile apps, desktop applications and server-side systems, stored in your own data warehouse and available to action in real-time. (Source Code) Apache-2.0 Scala real-time

SEO

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AuditorIA - Free automated SEO audit for local businesses. Detects HTTPS, meta tags, Schema markup, viewport, and phone visibility in 30 seconds. No registration required. © SaaS
Serposcope - Serposcope is a free and open-source rank tracker to monitor websites ranking in Google and improve your SEO performances. (Source Code (⭐755)) MIT Java
FeedPulse - Free SEO checkers: domain authority, domain rating, SERP position, Google index status, page speed, plus a schema generator. Also serves embeddable traffic and visitor-country widgets. No signup, no paid tier. © SaaS
Vaneform - Free website traffic lookup: estimated monthly visits, traffic sources, top countries, search keywords and similar sites for any domain, no signup required. © SaaS
SiteData - website traffic estimation, reverse AdSense lookup, Google Ads advertiser analysis, and Domain Rating lookup. © SaaS
GeoBuddy - AI search analytics: tracks whether ChatGPT, Claude, Gemini and Perplexity mention your brand, with rank, share of voice and competitor tracking; free check without signup.
LLM Pulse - AI search analytics for tracking brand mentions, citations, sentiment, and competitor share of voice across ChatGPT, Perplexity, Gemini, Google AI Overviews, and Google AI Mode. © SaaS
NotFair (⭐3.9k) - Open-source Claude Code agent skills for SEO, Google Ads, and Meta Ads, connecting to live data via Google Ads MCP, Meta Ads MCP, Google Search Console MCP, and Google Analytics (GA4) MCP. Covers site audits, keyword research, meta tags, schema markup, GEO optimization, wasted-spend detection, and creative analysis. (Source Code (⭐3.9k)) MIT

Privacy focused analytics

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Fathom - Fathom Analytics provides simple, useful websites stats without tracking or storing personal data of your users © SaaS
Fathom Lite (⭐8k) - Fathom Lite, a lightweight version of Fathom Analytics MIT Self-Hosted
Plausible Analytics - Lightweight and open source (⭐30k) web analytics. Doesn’t use cookies and doesn't track personal data. A privacy-friendly alternative to Google Analytics. (Demo, Source Code (⭐29k)) AGPL-3.0 Elixir
Simple Analytics - Simple, clean, and friendly analytics for developers © SaaS
Logly - Cookieless web analytics with a sub-1KB tracker. Bots are counted separately and labelled by type — search engines, AI crawlers, SEO tools, monitors — instead of being filtered out silently. © SaaS
Nibspace - Affordable, lightweight, privacy-friendly website analytics © SaaS
Metrical - A privacy-first web analytics tool for everyone. © SaaS
Stomatopod - Privacy-friendly, cookieless self-hosted web analytics. Single binary, embedded storage, no external DB. (Source Code (⭐1)) MIT Rust/Docker
Shynet (⭐3.2k) - Modern, privacy-friendly, and detailed web analytics that works without cookies or JS. Designed for self-hosting. Apache-2.0 Python
Respectlytics - Privacy-first, session-based mobile app analytics with strict 5-field storage and no persistent user tracking. (Source Code (⭐41)) AGPL-3.0 Python/Docker
Umami - Umami is a simple, easy to use, self-hosted web analytics solution. The goal is to provide you with a friendlier, privacy-focused alternative to Google Analytics and a free, open-sourced alternative to paid solutions. (Demo, Source Code (⭐40k)) MIT Nodejs
Koko Analytics - Privacy-friendly and open source analytics plugin for WordPress. (Source Code (⭐399)) GPL-3.0 PHP
Offen - Offen is a fair and open web analytics tool. Gain insights while your users have full access to their data. Lightweight, self hosted and free. (Demo, Source Code (⭐981)) Apache-2.0 Go/Docker
Freshlytics (⭐362) - Privacy respecting, cookie free and low resource usage analytics platform. MIT Docker/Nodejs
Kindmetrics - Clean privacy-focused website analytics. (Source Code (⭐98)) MIT Crystal
Ackee - Self-hosted analytics tool for those who care about privacy. (Demo, Source Code (⭐4.7k)) MIT Nodejs
piratepx - Just a little analytics insight for your personal or indie project. 100% free and open source. (Demo, Source (⭐87)) MIT Nodejs
Piwik PRO - A privacy-friendly alternative to Google Analytics with built-in consent management. Hosted in EU, in your private cloud or on-premises. © SaaS Self-Hosted
Swetrix - European OSS product & web analytics, (Source Code (⭐1.2k)) MIT/AGPL-3.0 NodeJS
GoatCounter - GoatCounter is an open source web analytics platform available as a hosted service (free for non-commercial use) or self-hosted app. (Source (⭐6.1k), Demo) MIT SaaS Self-Hosted
Rybbit Analytics - Rybbit is powerful, lightweight, and super easy to use analytics. Cookieless and GDPR compliant. Hosted on EU infrastructure in Germany. Self-hosting compatible © SaaS Self-Hosted EU
Clickport - Privacy-first web analytics without cookies. GDPR compliant, EU-hosted, with session tracking, goals, and real-time dashboard. © SaaS EU
Lupa - Cookie-free web analytics in a single Go binary with ClickHouse. No stored IPs, daily-rotating visitor hash, goals, funnels, realtime, click heatmaps and session replay with masked inputs. (Demo, Source Code (⭐0)) AGPL-3.0 Go Self-Hosted
PageLens - Cookieless, EU-hosted web analytics with revenue by traffic source and AI Visibility: which pages ChatGPT, Claude and Perplexity read, use in answers and send visitors to. (Demo) © SaaS EU
Lomen - Cookie-free website analytics with an AI you can ask about your traffic, revenue from Stripe, Shopify, Lemon Squeezy and Polar next to visitors, and tracking of visits from ChatGPT, Claude and Perplexity. (Demo) © SaaS
measuremy.site - Cookieless web analytics your AI agent can read: an MCP server lets Claude Code, Cursor and other agents install the script and answer traffic questions. (Source Code (⭐1) for the self-hosted version) © SaaS MIT Self-Hosted
DevDome Analytics - Cookieless analytics for WordPress that separates human visitors from bots and AI crawlers. Free plan. (Plugin Source Code (⭐0)) GPL-2.0 SaaS
Statable - Privacy-first, cookieless web analytics hosted in the EU. Import your Google Analytics 4 history and keep a unified timeline. © SaaS EU
Facet (⭐2) - Cookieless, privacy-first web analytics & experimentation that runs entirely on the Cloudflare edge (Workers + D1). No cookies, no cross-session identity, raw IP is never stored; GPC/DNT respecting and self-hosted with a one-command deploy. AGPL-3.0 Cloudflare Workers
Ucoder Insight - Privacy-first, cookie-free web analytics SDK for developers. 7.4kb gzipped, zero dependencies, offline support via IndexDB. (Source Code (⭐2)) MIT JavaScript
Beam - Lightweight, cookie-free web analytics on Cloudflare Workers and D1. No cookies, no fingerprinting, GDPR-compliant by design. Free tier included. (Source Code (⭐0)) © SaaS
Measure.events - Privacy-first web analytics with an agent-native API, MCP server, and natural language summaries. Built for AI-forward teams. © SaaS
OpenPanel - OpenPanel is an open-source web and product analytics platform, an open-source alternative to Mixpanel with optional self-hosting. © Self-Hosted EU
d8a.tech - Open-source, GA4/Matomo-compatible analytics. Warehouse-native storage in BigQuery, ClickHouse, or files (CSV/Parquet). Available as EU-hosted cloud or self-hosted. MIT SaaS Self-Hosted Go/Docker

Heatmap analytics

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Crazyegg - a heatmaps only analytics tool. © SaaS
Inspeclet - another web app heatmaps tool. © SaaS
Mouseflow - live analytics and heatmaps. © SaaS
Hoot Lens - session replay, click heatmaps by device class and broken-click detection, readable by AI coding agents over MCP. © SaaS
Session Cam - heatmaps analytics tool. © SaaS
Lupa - Self-hosted click heatmaps rendered directly on your page (no iframe), top clicked elements and scroll depth, plus session replay. (Demo, Source Code (⭐0)) AGPL-3.0 Go Self-Hosted

Analytics layers

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Keen.io - custom-analytics API. © SaaS
Popcorn Metrics - visual editor to capture events and send to other platforms. © SaaS
Segment - helps you integrate multiple app analytics tool with one piece of code. © SaaS
Iteratively - capture clean product analytics consistently across teams & platforms. © SaaS
Analytics npm package - A lightweight, extendable analytics library designed to work with any third-party analytics provider to track page views, custom events, & identify users. Works in browsers & node.js. © SaaS

Mobile analytics

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The tools listed here are not necessarily mobile analytics tools only. However they show a strong mobile focus.

Upsight - mobile app analytics tool for developers. © SaaS
Appsflyer - all-in-one marketing tool with analytics. © SaaS
Amazon Pinpoint - Amazons multi-platform, basic mobile analytics tool. © SaaS
Tapstream - user lifecycle analytics. © SaaS
Honeytracks - mobile app analytics for games. © SaaS
Apsalar - analytics tool for larger app shops. © SaaS
Roambi - 3-in-1 analytics tool that helps you track analytics, handle mobile app business intelligence, and app reporting. © SaaS
Appcelerator - entire mobile app marketing suite. © SaaS
Flurry - pretty much the “industry standard” for mobile app analytics. © SaaS
Countly - open source mobile & web application analytics tool. © SaaS
Playtomatic - mobile app open source analytics tool for games. © SaaS
Capptain - real-time analytics tool with segmentation and push. © SaaS
Amplitude - real-time mobile analytics with all data provided in redshift. © SaaS
Appsee - mobile app analytics platform automatically tracks all users' interactions in your app © SaaS
Mixpanel - fully featured mobile analytics platform with segmentation and push. © SaaS
Localytics - fast and beautiful real-time mobile analytics platform with in-app and push. © SaaS
GameAnalytics - leading game analytics platform. © SaaS
Swrve - mobile analytics with segmentation, push, A/B testing and rich messaging © SaaS
Firebase - a free and unlimited analytics solution for android and iOS © SaaS
Liquid - real-time mobile analytics, personalization, multivariate testing, audience segmentation and push. © SaaS
OpenPanel - OpenPanel is an open-source web and product analytics platform, an open-source alternative to Mixpanel with optional self-hosting. © Self-Hosted EU

App store analytics

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Appfigures - app store analytics to track sales, reviews and rankings with an API. © SaaS
Appannie - track your app data from iTunes, Google Play & Amazon. © SaaS
Distimo - free app store analytics (acquired by Appannie). © SaaS
Priori Data - track and benchmark the performance of apps on Apple- and Play store. © SaaS
Asking Point - track your mobile app user ratings. © SaaS
Apptrace - fast and free app store analytics platform. © SaaS
AdMapix - AI ad intelligence and app market research platform for searching competitor creatives and tracking app rankings, downloads, and revenue across markets. © SaaS

Attribution tracking

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ClickTrail - Deterministic first-party attribution engine for UTMs, ad click IDs, referrers, and first/last touch. (Source Code (⭐3)) MIT TypeScript
WhichPost - See which creator posts brought paying customers, from a read-only Stripe or RevenueCat connection, with a range on every result. © SaaS
Virling (⭐1) - open-source revenue attribution that ties each visit to the Stripe, Dodo Payments or Polar payment that followed. AGPL-3.0 Self-Hosted
mbuzz - server-side multi-touch attribution platform with open-source SDKs for Ruby, Node, Python, and PHP, plus a SQL-like attribution DSL. © SaaS

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Often there is no clear differentiation between social media management and analytics as most the tools provide analytics.

Open Channel Stats - Browse real YouTube channels' full owner analytics — retention, CTR, traffic sources — published by the creators themselves, not estimated; connect your own free to compare. Daily refresh; each public channel exports as a documented SQLite file. © SaaS
SocialBu - AI-powered social media management and analytics platform with scheduling, monitoring, and automation. © SaaS
AI TikTok Analyzer Pro - TikTok content research: rank a creator's public videos by engagement, export comments, AI transcripts and sentiment analysis. © SaaS
Pulse - Social post metrics REST API — give it a public post URL and get back views, likes, comments, shares in JSON. Covers YouTube, X/Twitter, TikTok, Bluesky, Mastodon, Instagram. No API key to start. Free SaaS

Developer analytics

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BitDive - APM for Java/Kotlin with distributed tracing, runtime profiling, service maps, and performance metrics. © SaaS
Codeflash - Ship Blazing-Fast Python Code — Every Time.
Dev Ledger - Open-source GitHub analytics for developers — longitudinal development history across repositories: source growth, churn, activity, languages, and releases. (Source Code (⭐0)) AGPL-3.0 SaaS

Analytics dashboards

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DataPallas (⭐80) - Business intelligence platform with interactive dashboards, pivot tables and pixel-perfect report generation. SSPL-1.0 Source Available
GoatCounter Dashboard (⭐14) - Modern analytics dashboard for GoatCounter with interactive charts, choropleth world map, and demo mode. Single HTML file, no build step, no server. (Demo, Source Code (⭐14)) MIT JavaScript
Grafana - open source dashboard for displaying metrics.(Grafana dashboard inspiration)
Klipfolio - Klipfolio is an online dashboard platform for building powerful real-time business dashboards for your team or your clients. © SaaS
Metabase - Metabase is the easy, open source way for everyone in your company to ask questions and learn from data. Simple Dashboarding and GUI Query tool, Nightly Emails and Slack Integration w/ PostgreSQL, MySQL, Redshift and other DBs. (Source Code (⭐50k)) AGPL-3.0 Java
Chartbrew - Chartbrew allows you to query your databases and APIs to create live charts and visualize your data. Featuring automatic chart updates, sharing, embedding, printing, exporting, and team support with granular permissions. (Demo, Source Code (⭐4.1k)) MIT NodeJS SaaS Self-Hosted
Conyso Lens - General-purpose data-visualization studio: point it at any dataset and get publication-quality charts across 112 chart types, each with a plain-English, rule-based read (never AI-generated). Runs entirely in the browser; nothing you load ever leaves it. Self-host option available. © SaaS Self-Hosted
Redash - connect to over 18 types of databases (SQL and "NoSQL"), query your data, visualize it and create dashboards. Everything has a URL that can be shared. Slack and HipChat integration. (Demo, Source Code (⭐29k)) BSD-2-Clause Python
Superset - Modern, enterprise-ready business intelligence web application. (Source Code (⭐75k)) Apache-2.0 Python
Socioboard - ⚠ Social media management, analytics, and reporting platform supporting nine social media networks out-of-the-box. (Source Code (⭐1.5k)) GPL-3.0 C#/JavaScript
DAC - dashboard-as-code tool that defines dashboards in YAML and TSX, with a built-in semantic layer for metrics and dimensions. (Source Code (⭐795)) AGPL-3.0 Go Self-Hosted

AppRankly (⭐28) - Self-hosted dashboard bringing together iOS App Store Connect and Google Play Console metrics.

DataHub Pro - AI analytics for spreadsheets: turn an Excel or CSV file into dashboards, forecasts and reports, with an audit trail for every number. Built for small teams without a data engineer. SaaS
GeoSQL (⭐678) - AI-native geospatial analytics. Claude/Codex skill that turns natural language into validated SQL + maps on BigQuery and Snowflake. MIT Python
Dekart - Open-source geospatial analytics. Turn SQL on BigQuery/Snowflake/PostGIS into shareable interactive maps. (Source Code (⭐434)) AGPL-3.0 Go Self-Hosted SaaS

Other Awesome Lists

Other awesome lists awesome-awesomeness (⭐34k).
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WTF! awesome-awesome-awesome (⭐2.3k).
Analytics awesome-bigdata (⭐15k).

Resources and Comparisons

Analytics Compare - An independent, interactive database comparing 30+ analytics tools based on features, hidden costs, and scalability risks.

Awesome Analytics Overview

Awesome Analytics

General analytics

Real-time

Website analytics

Endpoints

SEO

Privacy focused analytics

Heatmap analytics

Analytics layers

Mobile analytics

App store analytics

Attribution tracking

Social media analytics

Developer analytics

Analytics dashboards

Other Awesome Lists

Resources and Comparisons