Database schema examples
100 complete schemas for real domains, 1232 tables in all. Open any of them in the free editor and make it yours. Every one is public domain.
100 schemas
A/B testing & experimentation platform schema
An experimentation platform end to end: experiments and weighted variants, deterministic hash bucketing, exposure events, metric definitions, per-variant aggregates with sufficient statistics, significance results and staged rollout.
Airbnb database schema
How a short-term rental marketplace models its data: hosts and listings, a host-owned per-night calendar, request-to-book versus instant book, reservations, guest payments and host payouts, and two-way reviews that only reveal once both sides have written.
Amazon-style marketplace database schema
How a marketplace models many sellers listing the same product: a shared catalogue, competing offers, the buy box decision as a log, orders split into per-seller sub-orders, fulfilment, payouts and product-level reviews.
Product analytics platform database schema
How a product analytics service stores its data: projects and a discovered event registry, raw events with JSONB properties, anonymous and identified users with identity merges, sessions, funnels, cohorts, retention reports and precomputed metric snapshots.
API gateway & rate limiting database schema
How an API platform is modelled: consumers and applications, hashed API keys with scopes and rotation, upstream services and routes, rate limit policies, durable usage counters, rolled-up aggregates, sampled request logs, plans, quotas and overage billing.
Applicant tracking & recruiting database schema
An ATS modelled end to end: jobs with openings and hiring teams, candidates separate from applications, per-job pipeline stages, interviews with panels, structured scorecards, offers with approval chains and a talent pool of near misses.
IT asset management database schema
How an IT estate is tracked end to end: models versus serialised assets, custody history, software licences and seat allocation with compliance counts, warranties and support contracts, maintenance, depreciation, audits and disposal.
Banking ledger database schema (double-entry)
A double-entry bank ledger: accounts in a single currency each, balanced journal entries that are never updated, card authorizations that hold funds, transfers kept separate from postings, and frozen statements.
Blog & CMS database schema
A content management schema that survives contact with editors: posts with an append-only revision history, categories and tags, threaded comments, a real media library, slug redirects and a double opt-in newsletter list.
Calendar and scheduling database schema
How a calendar app models its data: calendars and sharing, events with their own time zones, RRULE recurrence with exception dates and per-occurrence overrides, attendees and RSVP, reminders, working hours and a free-busy index.
Car rental and fleet database schema
A vehicle rental schema: branches, vehicle classes versus the individual cars behind them, a per-branch availability calendar, reservations and signed agreements, mileage and fuel, damage inspections with photos, protection add-ons and one-way fees.
CI/CD build pipeline database schema
How a build system models its data: versioned pipeline definitions, immutable runs triggered by a commit, stages with approval gates, a job DAG stored as edges, runners and capabilities, attempts and retries, artifacts, caches and streamed logs.
Clinic appointment scheduling database schema
Outpatient scheduling in MySQL: recurring availability templates that generate slots, appointments that consume exactly one slot, waitlists that backfill cancellations, two-way reminders, referrals, and a dated no-show policy.
Coursera-style online course platform database schema
How a MOOC platform models its data: versioned course content, dated session runs, an outline tree of modules and lectures, quizzes drawn from question banks, peer-graded assignments with rubric criteria, entitlements and certificates.
Sales CRM & pipeline database schema
A sales CRM modelled end to end: accounts and contacts, leads converted into an account, contact and deal, deals moving through stages with full stage history, activities, quotes, forecasts, territories and custom fields.
Crypto exchange order book database schema
How a centralised crypto exchange models its data: trading pairs, limit orders resting on the book, maker and taker trades, available versus locked balances, on-chain deposits and withdrawals, fee tiers and order book snapshots.
Discord chat platform database schema
How a community chat platform models its data: servers with nested channels, roles carrying permission bitfields, three-state per-channel overwrites, per-server nicknames, messages and threads, reactions, attachments, invites and voice sessions.
DoorDash food delivery database schema
How a food delivery marketplace models its data: restaurant menus built from reusable modifier groups, orders that snapshot every chosen option, courier dispatch offers, live location tracking, and the fee split between restaurant, courier and platform.
Dropbox-style file storage & sync database schema
How a cloud drive models its data: a folder tree, versioned files, content-addressed blocks that deduplicate identical uploads to a single copy, shares and expiring public links, per-device sync cursors, trash retention and quota accounting.
Duolingo-style language learning database schema
How a gamified language app models its data: directional courses, a skill tree with unlock rules, lessons and exercise items, crown levels, a per-word spaced-repetition schedule, streaks with freezes, hearts and weekly leagues.
E-commerce store database schema
A production-shaped e-commerce schema: products with variants, inventory per location, carts, orders with snapshotted line items, payments and shipments. Open it in the editor or export SQL for six dialects.
Email marketing & campaign database schema
How a campaign sender stores its data: lists and contacts with custom fields, rule-based segments, campaigns with A/B variants, one send row per recipient, opens and clicks, bounces and suppressions, and drip automations.
Email & mailbox service database schema
How a webmail service models its data: labels applied many-to-many instead of IMAP folders, one stored copy per message, conversation threading, attachments deduplicated by content hash, delivery filters, drafts, read state, spam scoring and quota.
Error tracking and monitoring database schema
How an error monitoring service models its data: projects and releases, raw events with stack frames and breadcrumbs, grouping into issues by fingerprint, resolve and regression detection, alert rules and event sampling.
Esports tournament and bracket database schema
How a tournament platform models competition: single and double elimination, round robin and Swiss stages, teams with roster locks, a bracket stored as a node tree, best-of series with per-map results, venues and prize distribution.
Etsy-style handmade marketplace database schema
How a handmade marketplace models its data: shops and sections, made-to-order listings with variations and personalisation, cross-shop carts, orders split per shop, shipping profiles and photo reviews.
Event ticketing and seat reservation schema
A ticketing schema built around expiring checkout holds: venues with sections and seats, events, general-admission capacity pools, per-seat inventory, orders, tickets with rotating QR identifiers, transfers, door scans and partial refunds.
Expense tracker & personal finance database schema
A local-first SQLite personal finance database: accounts, transactions in integer minor units, a nested category tree, per-period budgets with rollover, recurring rules, statement imports with auto-categorisation, receipts, and transfers modelled as a linked pair of legs.
Facebook database schema
How a social network models its data: symmetric friendships stored as one canonical row, posts with audience scoping, typed reactions, groups with membership roles, pages, and events with RSVPs.
Feature flag service database schema
How a feature management platform stores its data: flags and variations, per-environment settings, ordered targeting rules, reusable segments, percentage rollouts with deterministic bucketing, scheduled changes and a full audit trail.
Vehicle fleet management database schema
How a vehicle fleet is modelled: vehicles and drivers, licence entitlements with expiry, assignment history, downsampled telematics and fault codes, maintenance due by mileage or date, work orders and parts, fuel, inspections and incidents.
Flight booking and airline reservation schema
An airline reservation schema: airports, scheduled flights and their legs, weekly operating patterns, dated departures, fare classes with overlapping inventory buckets, PNR bookings, e-tickets, seat maps and assignments, and ancillaries.
Discussion forum and community database schema
The phpBB and Discourse shape rather than the Reddit one: curated categories and boards, threads bumped by replies, flat numbered posts with quoting, reputation and badges, a report-driven moderation queue and private messages.
International freight forwarding database schema
A SQL Server schema for international freight: bookings and incoterms, shipments and container consolidation, multi-leg sea, air and road journeys, carrier rate contracts, customs declarations, milestone events, documents, charges and invoicing.
GitHub code hosting database schema
How a code hosting platform models its data: users and organisations, repositories, refs and commits, issues and pull requests sharing one number sequence, reviews with comments anchored to a file and line, labels, milestones and workflow runs.
Goodreads book cataloguing database schema
How a book cataloguing site models its data: works split from editions and ISBNs, contributors with roles, default and custom shelves, reading progress, ratings and reviews, series ordering and a friend activity feed.
Online grocery delivery database schema
How an online supermarket models its data: per-store catalogue and pricing, weight-priced items billed on what was actually picked, baskets, substitution preferences and real substitutions, picking tasks, capacity-limited delivery windows and inventory counts.
Habit tracker app database schema
A small local-first SQLite schema for habit tracking: habits with date-versioned schedules, one row per completion, pauses that skip a streak instead of breaking it, reminders, and streaks derived from check-ins rather than stored as a counter.
Help desk & customer support ticketing schema
A support desk modelled properly: tickets in queues, one thread that mixes public replies with internal notes, SLA clocks measured in business hours with breach tracking, macros, tags, merges and CSAT.
Hospital / EHR database schema
The core of an electronic health record: patients and providers, appointments versus encounters, coded conditions and observations, prescriptions against a drug catalogue, allergies and insurance coverage over time.
Hotel booking & reservation database schema
A reservation system that actually handles availability: room types versus rooms, rate plans, a per-night rate and inventory calendar, reservations broken down by night, payments and verified reviews.
HR and payroll database schema
How an HR system models data that must never be overwritten: employees, positions and reporting lines as dated rows, compensation history, payroll runs and itemised payslips, tax withholding, time off as a ledger, and benefits enrolment.
In-game economy and virtual currency database schema
How a game backend models virtual currency: hard and soft currencies, player wallets, an append-only double-entry ledger of every source and sink, a personalised item shop, validated store receipts, refunds and a battle pass.
Instagram database schema
How a photo-sharing app models its data: asymmetric follows with pending requests for private accounts, posts carrying an ordered carousel of media, likes and two-level comments, stories that expire, saved collections and direct messages.
Health insurance claims processing database schema
Payer-side claims processing in SQL Server: plans with benefit rules, policies covering members and dependents, provider network tiers, claims with service lines, per-line adjudication, coded denials, appeals, explanations of benefits and remittance to providers.
Freelance invoicing and billing database schema
How a freelance and small-business invoicing app models its data in MySQL: clients and projects, tracked time, invoices with per-line tax, partial payments, credit notes, recurring templates, reminder schedules and multi-currency with the rate snapshotted at issue.
IT helpdesk and service desk database schema
An internal service desk modelled properly: a service catalogue, incidents and requests, ordered approval chains, change requests with risk and rollback plans, linked assets, versioned knowledge base articles, SLA clocks that pause, and satisfaction ratings.
Last-mile delivery & route planning database schema
Delivery operations modelled properly: depots, drivers and shifts, vehicle capacity constraints, orders with time windows, routes planned per day, stops in planned and actual sequence, geofenced arrivals, failed attempts, proof of delivery and re-sequencing history.
Game leaderboards and achievements database schema
How a game backend models progression: score submissions, leaderboards scoped global or regional or friends across daily and seasonal periods, rank derived rather than stored, multi-step achievements with progress, unlock rewards and anti-cheat flags.
Consumer lending and loan servicing database schema
How a consumer lender models its data in Oracle: applications and verified income, credit decisions with ranked adverse-action reasons, loans, the amortisation schedule as rows, repayments allocated across fees, interest and principal, delinquency buckets and collections.
Public library catalog and circulation database schema
How a public library models its data: works, editions and barcoded copies, branches and holdings, members, loans with renewals, a positioned hold queue, fines and payments, and inter-branch transfers.
LinkedIn database schema
How a professional network models its data: profiles with a date-ranged career history, symmetric connections created from invitations, canonical skills with endorsements, company pages, job postings and applications, and a feed.
Multiplayer matchmaking database schema
How a competitive game backend matches players: skill ratings with uncertainty and full rating history, parties, regional queues, accept-or-decline proposals, server allocation, match rosters with backfill and abandonment penalties.
MMO game inventory and item database schema
How an online game models items: templates versus instances, stacking rules, affixes rolled per copy, bags and bank and equipped slots, soulbinding, durability, two-sided player trades, mail with attachments and an append-only item audit log.
Mortgage origination and underwriting database schema
How a mortgage lender models a file in Oracle: borrowers and co-borrowers with income and liabilities, the subject property and its appraisals, rate locks that expire, underwriting decisions and conditions to clear, a document checklist, closing and disbursement.
Netflix video streaming database schema
How a video streaming service models its data: films and series in one titles table, seasons and episodes, profiles inside an account, resume positions, per-region licensing windows, My List, ratings and subtitle tracks.
News site paywall database schema
How a digital newspaper models a metered paywall: articles with revisions, the per-reader meter, plans and subscriptions, gift links, newsletters and moderated comments.
Note-taking app database schema with backlinks
A local-first SQLite notes database: notebooks and notes, wiki-style backlinks parsed from note bodies into a link graph, tags, attachments, a full-text search index, revision history and last-writer-wins sync with a conflict record.
Notion workspace database schema
How a docs-and-databases workspace models its data: nested pages, a document stored as an ordered block tree, user-defined databases whose rows are pages, views with filters and sorts, inherited permissions and block-anchored comments.
Package registry database schema
How a package manager backend stores its data: packages and immutable published versions, integrity hashes, dependency ranges, movable dist tags like latest and beta, owners and scoped access tokens, download rollups, deprecations and yanks.
Parcel tracking and courier network schema
A courier network schema built on an append-only scan log: shipments and the packages inside them, hubs and planned routes, scan events as the only truth, derived status, delivery attempts, exceptions, proof of delivery, and promised versus actual delivery.
Password manager & encrypted vault database schema
A local-first SQLite vault where the secrets are ciphertext the database cannot read: vaults as key boundaries, encrypted item fields, blind indexes for the few searches that must still work, TOTP seeds, password history, sharing and an audit log.
Pharmacy dispensing & inventory database schema
How a dispensing pharmacy models its data: a drug catalogue by strength and form, stock held as batches with expiry dates picked first-expired-first-out, dispense events, interaction and allergy checks, insurance claims and a controlled-drugs register.
Pinterest database schema
How a visual bookmarking app models its data: images deduplicated by content hash, pins as saves rather than uploads, repins as a self-reference to the source pin, boards with sections and collaborators, follows of both people and boards, and saved searches.
Local-first podcast app database schema (SQLite)
How a podcast client stores its data on the device: subscribed shows, episodes mirrored from RSS feeds, playback positions, download state, an ordered queue, per-show settings, feed sync cursors and an offline outbox.
Project management & issue tracker database schema
A Jira-shaped tracker: projects with human-readable issue keys, subtasks through a self-reference, fractional board positions for drag-and-drop, labels, milestones, comments, attachments and a worklog.
Property portal and real estate listings database schema
How a property portal models its data: properties as durable things versus listings as repeatable campaigns, agents and agencies, ordered media, amenities, price history as rows, viewings, offers and saved searches with alerts.
Rental property management database schema
Landlord operations modelled end to end: buildings and units, leases and renewals, co-tenants and guarantors, rent charges generated per period, payments allocated against them, deposits held and returned, maintenance with vendors, and inspections.
Quiz and assessment engine database schema
A quiz engine that handles four question types at once: reusable question banks, draw rules and randomised papers, typed answer keys, per-question responses, partial credit, negative marking and time limits.
Recipe and meal planning app database schema
A local-first SQLite schema for a cooking app: recipes with quantified ingredients, units and ingredient-specific conversions, timed steps, meal plans by day, shopping lists that merge quantities across recipes, pantry stock and favourites.
Reddit database schema
How a forum models its data: subreddits and subscriptions, link and text posts, arbitrarily deep comment trees stored as materialised paths, narrow vote tables, karma, flairs, and an append-only moderation log with removal reasons.
Restaurant point of sale database schema
How a dining-room POS models its data: floor plan tables and seats, open checks, courses and fire times, kitchen tickets routed per station, sold-out items, split checks, cashier shifts and tip-outs.
Retail point of sale database schema
How an in-store point of sale is modelled: stores and registers, cashier shifts with opening float and closing count, sales with discounted lines, multi-tender payment, returns against the original sale, drawer movements and approved price overrides.
Returns & RMA (reverse logistics) database schema
How returns are actually modelled: RMA authorisations and eligibility windows, versioned policies, return reasons, inbound inspection and grading, dispositions from restock to scrap, refunds against exchanges and store credit, labels, restocking fees and return-abuse signals.
Robinhood-style stock trading database schema
How a retail brokerage models its data: accounts and instruments, orders with type and time-in-force, partial fills, positions derived from executions with average cost basis, cash settlement, dividends, watchlists and price alerts.
Multi-tenant SaaS database schema
Shared-database multi-tenancy done properly: organizations as tenants, global users joined through memberships, invitations, scoped API keys, plans, subscriptions, metered usage and an append-only audit log.
School & learning management system database schema
Courses versus sections, terms, enrolments that carry the final grade, prerequisites as a self-join, assignments with weights, per-attempt submissions and idempotent attendance registers.
Shopify-style multi-store platform database schema
How a hosted commerce platform models many shops at once: merchants and shops as tenants, per-shop staff roles, catalogue and orders scoped by shop_id, installed apps with OAuth scopes, and webhook delivery attempts.
Slack team chat database schema
How a team chat product models its data: workspaces and per-workspace identity, public private and shared channels, a read cursor per member instead of a read flag per message, thread replies, mentions, files, saved items and installed apps with granted scopes.
Social network database schema
Followers, feeds and direct messages modelled for read volume: asymmetric follows, one posts table for replies and reposts, narrow like rows, per-participant read pointers and notifications.
Spotify music streaming database schema
How a music streaming service models its data: artists, albums and tracks, credited roles on a track, ordered playlists with collaborators, saved library, offline downloads and an append-only play log.
Status page & incident communication database schema
How a public status page is modelled: a component hierarchy with status history, incidents and severities, the timestamped public timeline, scheduled maintenance windows, email and webhook subscribers with delivery tracking, uptime samples, computed uptime and postmortems.
Strava-style fitness tracking database schema
How a fitness tracking app models its data: activities with compressed sensor streams instead of one row per second, segments and segment efforts with materialised leaderboards, personal records, kudos and comments, clubs, gear mileage and training load.
Stripe-style payments platform database schema
How a payment processor models its data: merchant accounts, tokenised payment methods, the payment intent state machine, charges and partial refunds, chargebacks with evidence deadlines, payouts, webhook deliveries and idempotency keys.
Student information system (SIS) database schema
School administration in Oracle: students and guardians with custody and contact priority, enrolment history per school year, a period-based timetable with room allocation, attendance per lesson, discipline records, transcripts and a fee ledger.
Subscription box database schema
How recurring physical commerce is modelled: plans and subscriptions, one row per billing cycle, preferences that drive curation, per-cycle box contents, shipments, skips and pauses, churn reasons and referral credit.
Telemedicine platform database schema
How a virtual care product models its data: clinician licences per state with expiry dates driving who may treat whom, bookable slots, video consultations with a waiting room, intake forms, e-prescriptions routed to a pharmacy, and per-region pricing.
TikTok database schema
How a short-video app models its data: sounds as first-class rows reused across videos, duets and stitches as self-references, an append-only watch-event log feeding a recommendation feed, plus follows, likes, comments and hashtags.
Tinder dating app database schema
How a dating app models its data: profiles with ordered photos, discovery preferences, an append-only swipe log, matches created only on a mutual right swipe, messaging scoped to a match, blocks and reports, and consumable boosts and super likes.
Trello kanban board database schema
How a kanban board app models its data: boards, lists and cards with fractional positions, labels, checklists and check items, card members and watchers, attachments and covers, power-ups, templates and an activity feed.
Twitch live streaming database schema
How a live streaming platform models its data: broadcast sessions with start and end times, VODs and clips derived from them, tiered and gifted subscriptions, bits, chat, moderation logs and raids.
Twitter (X) database schema
How a microblogging platform models its data: one tweets table covering tweets, replies, retweets and quotes, an asymmetric follow graph, a fanned-out home timeline, lists, bookmarks, and hashtags and mentions extracted at post time.
Uber ride-hailing database schema
How a ride-hailing app models its data: riders and drivers, vehicles and expiring documents, online sessions, ride requests, dispatch offers that time out, trips as a state machine, GPS pings, itemised fares with surge, and two-way ratings.
URL shortener & link analytics database schema
The classic system-design question, modelled properly: short codes from a base62 counter, custom aliases and custom domains, an append-only click log with daily rollups, expiry and click limits, QR codes and blocked-domain safety checks.
Usage-based & metered billing database schema
Metered billing modelled properly: price plans built from components, tiered and volume and graduated pricing as rows, meters and raw usage, per-period aggregation, invoices with line items, prepaid credits, proration and dunning.
Venmo-style peer-to-peer payments database schema
How a social payments app models its data: wallets and balances, linked bank accounts and cards, transfers between friends, payment requests, bill splits, per-payment privacy, and the feed with comments and likes.
Warehouse & inventory management database schema
Bin-level inventory done properly: warehouses and storage locations, lot tracking for recalls, an append-only stock movement log with derived stock levels, purchase orders and outbound shipments.
WhatsApp messaging database schema
How a mobile messenger models its data: accounts keyed by phone number, linked devices, private contacts, direct and group chats as one entity, messages with media and replies, per-recipient delivery and read receipts, and disappearing messages with a TTL.
YouTube video platform database schema
How a video platform models its data: channels and uploads, encoded renditions, view counts rolled up per day, likes, one-level comment threads, subscriptions, playlists, monetisation and community posts.
Zoom video meetings database schema
How a video meeting platform models its data: accounts and assigned licences, a meeting series separated from its materialised occurrences, registrations, participant join and leave intervals, breakout rooms, recordings, in-meeting chat and waiting room admissions.