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数据 · GitHub

比较数据库、数据分析、SQL 与数据工程项目。

实用 GitHub 项目

3,192 个项目

go-starter

allaboutapps

624星标
go-starter preview

An opinionated production-ready SQL-/Swagger-first RESTful JSON API written in Go, highly integrated with VSCode DevContainers by allaboutapps.

  • Full local golang service development environment using Docker Compose and VSCode devcontainers that just works with Linux, MacOS and Windows.
  • Adheres to the project layout defined in golang-standard/project-layout.
60星标
Projeto_ETL_RFB_IBGE_ANP preview

PYTHON E POSTGRESQL - EXTRACT TRANSFORM LOAD - ETL - DADOS PÚBLICOS DA RECEITA FEDERAL DO BRASIL - RFB, INSTITUTO BRASILEIRO DE GEOGRAFIA E ESTATÍSTICA - IBGE E AGÊNCIA NACIONAL DO PETRÓLEO, GÁS NATURAL E BIOCOMBUSTÍVEIS - ANP - PYTHON E POSTGRESQL

数据PythonMITGitHub

ThinkStats2

AllenDowney

4,244星标

Text and supporting code for Think Stats, 2nd Edition

数据Jupyter NotebookGPL-3.0GitHub

mypaas

almarklein

381星标
mypaas preview

Run your own PaaS using Docker, Traefik, and great analytics

数据PythonBSD-2-ClauseGitHub

chat-analyzer

aloncohen1

26星标
chat-analyzer preview

Apply different analysis & data science tools on your Telegram / Whatsapp chat and get exciting insights!

altimate-code

AltimateAI

818星标
altimate-code preview

面向 dbt、SQL 和云数据仓库的开源数据工程智能体执行框架。提供 100 多种工具,支持 10 种数据仓库,并由 AI 驱动。

数据TypeScriptMITGitHub

airflow-calendar-plugin

AlvaroCavalcante

27星标
airflow-calendar-plugin preview

Stop staring at cron expressions: discover the missing visual calendar that finally lets you manage DAGs like a human.

数据JavaScriptApache-2.0GitHub

dbmate

amacneil

7,536星标

🚀 一款轻量级、与框架无关的数据库迁移工具。

  • Supports MySQL, MariaDB, PostgreSQL, SQLite, and ClickHouse
  • Uses plain SQL for writing schema migrations
825星标

minimalist's tiny and ultra-fast database cleaner

  • Cleans up tables via DELETE SQL. No other strategies are implemented ATM
  • Supports multiple databases

granite

amberframework

309星标

ORM Model with Adapters for mysql, pg, sqlite in the Crystal Language.

数据CrystalMITGitHub

amelie

amelielabs

121星标

Relational Database for High-Intensity, Contention-Free OLTP.

  • Strict Serializable ACID Multi-statement transactions
  • Secondary indexes (Tree/Hash)
数据CAGPL-3.0GitHub

vein

amethystsoft

53星标
vein preview

Cross platform declarative DB framework for apps, inspired by SwiftData, refined by us.

  • Zero-Boilerplate Schemas: No need to manually define your database schema (unlike Fluent for example). Vein generates all information it needs automatically from your model declarations using the @Model macro at compile time.
  • Identity Map: Ensures a maximum of one in-memory class instance per database row and context.
数据SwiftMPL-2.0GitHub

fabric-pipeline-express-7

amineaiaitbou-eng

68星标
fabric-pipeline-express-7 preview

Event-driven OneLake pipeline desktop tool with auto-merge Upsert, Python reporting, and Teams alert

  • Event-driven trigger: A OneLake FileCreated event on the Files/inbox folder launches the pipeline automatically as soon as a .csv file lands, with a filter matching files whose subject ends in .csv. No schedule, no manual invocation.
  • Filename resolution from the event: A Set variable activity extracts the file name from the trigger event payload, falling back to a pipeline parameter when the run is started manually. The resolved value is reused by every downstream activity.

analytiks

aminekarimii

82星标
analytiks preview

A lightweight Analytics library that logs events, identifies the user, and dispatches the data at one. 📊

  • 🔧 Easy Integration - Single API for multiple analytics services
  • 📦 Modular Design - Add only the providers you need
数据KotlinApache-2.0GitHub

AI-Productivity-Tracker

AmirhosseinHonardoust

35星标
AI-Productivity-Tracker preview

Analyze and predict daily productivity using SQL, machine learning, and psychology. This project combines behavioral data, circadian rhythm analysis, and ElasticNet regression to model focus, stress, and performance, transforming work patterns into actionable insights.

  • SQL feature engineering deriving psychology-informed signals (circadian alignment, Yerkes–Dodson arousal, break quality, meeting load, distraction penalty, health score)
  • ElasticNet regression baseline with L1/L2 regularization for interpretable coefficients
数据PythonMITGitHub

Coffee-Shop-Profit-Predictor

AmirhosseinHonardoust

41星标
Coffee-Shop-Profit-Predictor preview

Predict the profitability of potential coffee shop locations using SQL and Python. Combines data engineering with feature-rich regression modeling, visual analytics, and business insights to support data-driven site selection and retail decision-making.

  • SQLite feature store built from CSV inputs
  • SQL feature engineering through reusable views, so training and candidate sites are transformed identically (no train/serve skew)
数据PythonMITGitHub

Employee-Performance-Analytics

AmirhosseinHonardoust

36星标
Employee-Performance-Analytics preview

Analyze employee performance and productivity using SQL and Python. Build HR dashboards to evaluate departmental KPIs, efficiency trends, and workload balance. Generates actionable insights through data visualization and KPI aggregation for business decision-making.

  • SQL views (src/queries.sql) for department, employee, and daily-level KPI aggregation
  • Data-quality validation before load: null checks, rating range, absences domain, non-negative counts
数据PythonMITGitHub

Fraud-Detection-SQL-Supervised

AmirhosseinHonardoust

33星标
Fraud-Detection-SQL-Supervised preview

Detect and classify fraudulent transactions using SQL and Python. Generate behavioral features with SQLite, train a Logistic Regression model, and evaluate performance with AUC, precision, recall, and ROC analysis. A complete supervised fraud detection workflow.

  • SQL (SQLite) window-function feature engineering for per-user and per-day transaction statistics
  • Point-in-time features: every aggregate uses ROWS BETWEEN UNBOUNDED PRECEDING AND 1 PRECEDING, so a transaction never sees its own amount or anything in the future
数据PythonMITGitHub