remotion-dev/remotion
docker-desktop-windows/docker-desktop
stablyai/orca
cslol-manager/ltk-manager
thedotmack/claude-mem Data · Category
Trending Data & Analytics repositories
BI tools, data pipelines, visualisation libraries, dataframe engines, ETL / ELT orchestrators, lakehouse-adjacent infrastructure, and the supporting tooling builders use to move and reason about data at scale. Dataframe engines (Polars and the polars-adjacent ecosystem, DuckDB, Arrow-based libraries) have been ranking steadily for two years as the next-generation alternatives to Pandas; the migration is real and ongoing. Orchestration (Dagster, Prefect, the modern Airflow alternatives) shows steady release activity that signals real production adoption rather than viral spikes. The BI layer is in flux — open-source dashboards, embedded analytics frameworks, and lightweight visualisation kits keep landing on Hacker News and Product Hunt as teams look for alternatives to the closed-source incumbents. Data tooling adoption is conversation-driven — teams talk through their stack on Twitter and in Discord channels before they star repos — so the cross-source score picks up adoption signal earlier than GitHub-only metrics would.
Live · top 18 repos · sorted by momentum across 24H
LIVE · 36m| # | Repository | Stars | 24h | 7d | 30d | Trend | Mentions | Actions |
|---|---|---|---|---|---|---|---|---|
| 01 |  grafana/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. | 75.8K | +8+0.0% | +136+0.2% | +853+1.1% |      live on Hacker News | ||
| 02 |  langfuse/langfuse 🪢 Open source AI engineering platform: LLM evals, observability, metrics, prompt management, playground, datasets. Integrates with OpenTelemetry, LangChain, OpenAI SDK, LiteLLM, and more. 🍊YC W23 | 31.9K | — | +381+1.2% | +2K+6.8% | live on X / Twitter | ||
| 03 |  opensearch-project/OpenSearch 🔎 Open source distributed and RESTful search engine. | 13.4K | +8+0.1% | +40+0.3% | +188+1.4% | | ||
| 04 |  Willxup/cpa-usage-keeper Standalone CliProxyAPI usage tracker with SQLite persistence and built-in dashboard. | 953 | +4+0.4% | +26+2.8% | +146+18.1% | live on X / Twitter | ||
| 05 |  Helicone/helicone 🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓 | 6K | +3+0.1% | +25+0.4% | +135+2.3% | | ||
| 06 |  wm94i/Work-Review Automatically tracks which apps you used, which websites you visited, and how much time you spent in each app throughout the day. | 1.6K | — | +12+0.7% | +215+15.2% | live on X / Twitter | ||
| 07 |  hicccc77/WeFlow WeFlow - 一个本地的微信聊天记录导出和年度报告应用 | 13.3K | +4+0.0% | +191+1.5% | +1.3K+11.1% | live on Hacker News | ||
| 08 |  owu/wsl-dashboard A GUI manager for WSL featuring a modern UI — a lightweight, low‑memory, high‑performance dashboard to manage WSL instances. | 3.2K | +7+0.2% | +66+2.1% | +356+12.5% | live on X / Twitter | ||
| 09 |  pynickle/gitpulse 🎨 A GitHub dashboard with custom tab groups for your notifications, issues, and PRs | 15 | — | — | — | | ||
| 10 |  bruin-data/dac DaC is a dashboard-as-code tool. Build interactive dashboards using YAML and JSX. Built-in semantic layer. Get your agents to build standardized, reviewable dashboards. | 717 | — | +6+0.8% | +17+2.4% | live on X / Twitter | ||
| 11 |  larashero3-dotcom/lieflat-charts 面向 AI Agents 的单色数据可视化 Skill，将数据快速生成精致、可交互的 HTML 图表 | 265 | — | — | — | | ||
| 12 |  pingcap/ossinsight Analysis, Comparison, Trends, Rankings of Open Source Software, you can also get insight from more than 10 billion with natural language (powered by LLM). Follow us on Twitter: https://twitter.com/ossinsight | 2.5K | — | +7+0.3% | +30+1.2% | | ||
| 13 |  Hemsby/tdns-stats Realtime Dashboard for Technitium | 30 | — | — | +2+7.1% | | ||
| 14 |  apitap/apitap-lib Move whole tables between databases fast — Postgres, MySQL, ClickHouse, BigQuery. Rust engine, one-line Python API, bounded memory. | 27 | — | — | — | | ||
| 15 |  DioCrafts/OpenFoundry 🏭 The open-source Palantir Foundry alternative. Connect any data source, build ontologies, create pipelines, visualize with dashboards, and make AI-powered decisions. Kubernetes Ready. | 381 | — | — | — | | ||
| 16 |  oleong/etl-pipeline-demo No description published. | 12 | — | — | — | | ||
| 17 |  lemontreas/packetlens No description published. | 8 | — | — | — | | ||
| 18 |  microsoft/responsible-ai-toolbox Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions. | 1.8K | +1+0.1% | +7+0.4% | +23+1.3% | |
▌ Data & Analytics — frequently asked questions
What are the best Data & Analytics projects right now?
As of July 27, 2026, the top-ranked open-source Data & Analytics projects on TrendingRepo are grafana/grafana, langfuse/langfuse, opensearch-project/OpenSearch, Willxup/cpa-usage-keeper, and Helicone/helicone — ordered by a cross-source momentum score, not raw star count.
What counts as Data & Analytics?
Data & Analytics covers bI tools, data pipelines, visualization, and analytics engines. TrendingRepo classifies each repository automatically from its GitHub topics, name, description and owner.
How does TrendingRepo rank Data & Analytics repos?
Each repo gets a 0-100 momentum score combining 24h / 7d / 30d star velocity, fork growth, contributor churn, commit freshness and release cadence, with cross-source mention signals layered on top and anti-spam dampening applied.
How many Data & Analytics repos does TrendingRepo track?
18 projects are currently tracked in the Data & Analytics category, refreshed continuously as new repos break out across the signal sources.
How often is this list updated?
Roughly every 20 minutes. Automated collectors re-scan GitHub, Hacker News, X, Bluesky, Product Hunt, Dev.to and more, then recompute the rankings — so the leaderboard reflects momentum within the last hour.