# Data & analytics: what’s taking off on GitHub

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.

Data as of 2026-10-29 13:58 UTC, updated every 30 minutes.

1. **theadiram/Hisaab** — 4.6 · Early signal · Data & analytics · TypeScript · +35 stars measured 2026-10-29, 06:23–13:43 UTC, ≈ 57 by evening
   Hisaab is a source-backed public development evidence atlas for India: a map of historical locations, state funding cards and project receipts with documented sources and review status. Public release is currently blocked in the…
   Full card: https://gitnova.dev/en/r/theadiram/Hisaab.md
2. **fabio-rovai/open-ontologies** — 4.4 · Breakout · Data & analytics · Rust · +156 stars measured 2026-10-29, 00:04–13:43 UTC, ≈ 240 by evening
   A Rust tool for planning, applying and rolling back changes to production OWL/RDFS ontologies, with a blast radius report and a verifiable proof certificate.
   Full card: https://gitnova.dev/en/r/fabio-rovai/open-ontologies.md
3. **yaojingang/GEOInflow** — 3.7 · Cooling · Data & analytics · TypeScript · +24 stars measured 2026-10-29, 00:03–13:45 UTC, ≈ 44 by evening
   Self-hosted web and AI crawler analytics for Generative Engine Optimization: tracks visitors, AI search referrals, crawl logs, content coverage, and conversions.
   Full card: https://gitnova.dev/en/r/yaojingang/GEOInflow.md
4. **bilawalsidhu/gods-eye-view** — 3.7 · Steady · Data & analytics · JavaScript · +131 stars measured 2026-10-29, 00:04–13:45 UTC, ≈ 228 by evening
   A browser-based spy-satellite simulator on a photorealistic 3D globe that unifies public feeds: aircraft, ships, satellites, earthquakes, cameras, and traffic. Runs locally, with each layer as a separate module.
   Full card: https://gitnova.dev/en/r/bilawalsidhu/gods-eye-view.md
5. **HelixDB/helix-foundry** — 3.3 · Breakout · Data & analytics · TypeScript · +67 stars measured 2026-10-29, 00:09–13:45 UTC, ≈ 106 by evening
   A local-first data workspace on HelixDB and DuckDB: connects databases, Stripe, WorkOS, PostHog, files and APIs, builds one ontology across them and answers questions about your data, running on your own computer.
   Full card: https://gitnova.dev/en/r/HelixDB/helix-foundry.md
6. **surendrapandar/minilytics** — 3.2 · Cooling · Data & analytics · TypeScript · +11 stars measured 2026-10-29, 00:03–13:46 UTC, ≈ 22 by evening
   Revenue-first web analytics for your own websites: shows traffic sources, visitor behavior, and which source brought in money. Deploys on Cloudflare's free plan with data stored in your own account.
   Full card: https://gitnova.dev/en/r/surendrapandar/minilytics.md
7. **datalab-to/indra** — 3.0 · Steady · Data & analytics · Python · +40 stars measured 2026-10-29, 00:05–13:46 UTC, ≈ 73 by evening
   A 1M-parameter CPU OCR model that turns PDFs and images into markdown, plain text, or JSON with boxes, layout labels, and reading order. Runs on ONNX Runtime without PyTorch, up to 49 pages/s.
   Full card: https://gitnova.dev/en/r/datalab-to/indra.md
8. **koala73/worldmonitor** — 2.8 · Steady · Data & analytics · TypeScript · +33 stars measured 2026-10-29, 00:06–13:46 UTC, ≈ 57 by evening
   Real-time situational awareness dashboard: aggregates news with AI summarization, tracks geopolitics, infrastructure, finance, and flight data on a world map.
   Full card: https://gitnova.dev/en/r/koala73/worldmonitor.md
9. **duckdb/duckdb** — 2.8 · Steady · Data & analytics · C++ · +13 stars measured 2026-10-29, 00:05–13:46 UTC, ≈ 24 by evening
   DuckDB is an in-process analytical SQL database management system. It is designed for fast, reliable, portable data processing without a separate server.
   Full card: https://gitnova.dev/en/r/duckdb/duckdb.md
10. **NanmiCoder/MediaCrawler** — 2.7 · Cooling · Data & analytics · Python · +48 stars measured 2026-10-29, 00:05–13:47 UTC, ≈ 82 by evening
   Multi-platform scraper for public data from Chinese social networks (Xiaohongshu, Douyin, Kuaishou, Bilibili, Weibo, Tieba, Zhihu) built on Playwright with session reuse and no JS signature reversing.
   Full card: https://gitnova.dev/en/r/NanmiCoder/MediaCrawler.md
11. **ctresb/leis** — 2.6 · Cooling · Data & analytics · +25 stars measured 2026-10-29, 00:06–13:47 UTC, ≈ 48 by evening
   A collection of all Brazilian laws — 323,849 norms (federal, state and the Constitution) converted from official sources into Markdown with a YAML header and a link to the source. The git history is the timeline: each commit is one law.
   Full card: https://gitnova.dev/en/r/ctresb/leis.md
12. **opengeos/RustGIS** — 2.5 · Steady · Data & analytics · Rust · +20 stars measured 2026-10-29, 00:06–13:48 UTC, ≈ 35 by evening
   RustGIS is a free, open-source GIS written in pure Rust for mapping, analyzing and sharing geospatial data. It runs natively on Windows, macOS and Linux as well as in the browser via WebAssembly, and it supports over 1,000 geoprocessing…
   Full card: https://gitnova.dev/en/r/opengeos/RustGIS.md
13. **umami-software/umami** — 2.4 · Steady · Data & analytics · TypeScript · +21 stars measured 2026-10-29, 00:07–13:48 UTC, ≈ 34 by evening
   Umami is a privacy-first web and product analytics platform that tracks traffic, campaigns, behavior, conversions and revenue without cookies, self-hosted or in the cloud.
   Full card: https://gitnova.dev/en/r/umami-software/umami.md
14. **ClickHouse/ClickHouse** — 2.1 · Steady · Data & analytics · C++ · +7 stars measured 2026-10-29, 00:07–13:49 UTC, ≈ 14 by evening
   ClickHouse is an open-source column-oriented DBMS for OLAP analytics that generates analytical reports over large data volumes in real time. It installs with a single curl command on Linux, macOS and FreeBSD.
   Full card: https://gitnova.dev/en/r/ClickHouse/ClickHouse.md
15. **gosom/google-maps-scraper** — 2.1 · Steady · Data & analytics · Go · +13 stars measured 2026-10-29, 00:07–13:50 UTC, ≈ 24 by evening
   Open-source Google Maps scraper written in Go that extracts business names, addresses, phones, websites, emails, ratings, reviews and coordinates via CLI, Web UI or REST API.
   Full card: https://gitnova.dev/en/r/gosom/google-maps-scraper.md
16. **ScrapeGraphAI/Scrapegraph-ai** — 2.0 · Steady · Data & analytics · Python · +14 stars measured 2026-10-29, 00:07–13:50 UTC, ≈ 24 by evening
   Python web scraping library powered by LLMs: describe in a prompt what data you need, and graph pipelines extract it from websites and local documents (HTML, XML, JSON, Markdown).
   Full card: https://gitnova.dev/en/r/ScrapeGraphAI/Scrapegraph-ai.md
17. **apache/arrow** — 1.3 · Steady · Data & analytics · C++ · +1 star measured 2026-10-29, 00:09–13:53 UTC, ≈ 2 by evening
   A universal columnar format and multi-language toolbox for fast data interchange and in-memory analytics, including Arrow IPC, Flight RPC, ADBC and Gandiva. Used in data systems for efficient storage, processing and transfer of tabular…
   Full card: https://gitnova.dev/en/r/apache/arrow.md
18. **apolinario/urnas-tardias** — 0.9 · Cooling · Data & analytics · Python · +0 stars measured 2026-10-29, 00:10–13:55 UTC, ≈ 0 by evening
   Analysis of TSE electronic ballot box logs from the 2026 runoff election: how many votes were cast after 17:00 in polling stations that stayed open longer due to voting being extended to 19:00. Shows late votes were 0.004% and do not…
   Full card: https://gitnova.dev/en/r/apolinario/urnas-tardias.md
19. **ClickHouse/ClickBench** — 0.6 · Quiet · Data & analytics · Shell · +0 stars measured 2026-10-29, 00:12–13:56 UTC, ≈ 0 by evening
   A benchmark for analytical (OLAP) databases based on a real anonymized dataset of ~100M web-analytics records and 43 SQL queries. It lets you run and compare DBMS on clickstream, logs, and dashboard workloads.
   Full card: https://gitnova.dev/en/r/ClickHouse/ClickBench.md
20. **AmadeusITGroup/Edison** — 0.3 · Steady · Data & analytics · Python · +0 stars measured 2026-10-29, 00:11–13:56 UTC, ≈ 0 by evening
   Python library for parsing EDIFACT messages: builds a syntax tree of segments instead of a flat list, supporting validation, pretty-printing and per-segment callbacks.
   Full card: https://gitnova.dev/en/r/AmadeusITGroup/Edison.md
21. **hugues31/duckpad** — 0.1 · Steady · Data & analytics · Python · +0 stars measured 2026-10-29, 00:03–13:56 UTC, ≈ 0 by evening
   An open-source SQL workspace on DuckDB for visually building data pipelines: connecting sources and joins, tracing value lineage, and versioning projects in Git. For data engineers and analysts who need traceable results.
   Full card: https://gitnova.dev/en/r/hugues31/duckpad.md
22. **AlfaPigeon/SieveDatasetConverter** — 0.0 · Quiet · Data & analytics · JavaScript · Not enough measurements today
   Dataset converter: pulls data from Hugging Face or Parquet/CSV/JSON/JSONL/DuckDB files, maps it onto a JSON schema and writes a sample to DuckDB. Available as a web UI and an MCP server for AI agents.
   Full card: https://gitnova.dev/en/r/AlfaPigeon/SieveDatasetConverter.md
23. **MBratkowski/deweloperuch-mcp** — 0.0 · Quiet · Data & analytics · Python · Not enough measurements today
   Unofficial Python MCP server and CLI for Polish new-build apartment data: developers' asking prices with history, RCN transaction prices and GUS/NBP statistics from deweloperuch.pl.
   Full card: https://gitnova.dev/en/r/MBratkowski/deweloperuch-mcp.md
24. **ayingQAQ/McCosmos** — 0.0 · Steady · Data & analytics · TypeScript · Not enough measurements today
   A McDonald's MCP-based skill and web app for comparing real menu items' nutrition, finding lower-calorie alternatives, and exploring results in a 3D star map. Ships as a standalone Node package plus a React/Three.js visualization site.
   Full card: https://gitnova.dev/en/r/ayingQAQ/McCosmos.md

For agents: https://gitnova.dev/llms.txt · search: https://gitnova.dev/api/v1/search?q=… · MCP: https://gitnova.dev/mcp · any page as Markdown — append .md to its URL