Ontology Datasets

# Install specific ontology
pnpm add industries.org.ai

# Or install all ontologies
pnpm add @dotdo/ontologies

import { getAllTypes, getType } from 'industries.org.ai'

// Get all industries
const industries = getAllTypes()

// Get specific industry
const software = getType('5112') // Software Publishers

// Use with SDK
import { $ } from 'sdk.do'

const jobs = await $.Occupation.list().where({ industry: '5112' })

interface Occupation {
  $id: string // "15-1252.00"
  $type: 'Occupation'
  name: string // "Software Developers"
  description: string // Full description
  data: {
    socCode: string // "15-1252.00"
    category: string // "Computer and Mathematical Occupations"
    brightOutlook: boolean // true/false
    greenOccupation: boolean
    apprenticeship: boolean
    education: string // "Bachelor's degree"
    experience: string // "None"
    onTheJobTraining: string
    medianWage: number // 120730 (annual)
    employment: number // 1847900
    projectedGrowth: number // 25.7 (percent)
  }
}

interface Industry {
  $id: string // "5112"
  $type: 'Industry'
  name: string // "Software Publishers"
  description: string // Full description
  data: {
    naicsCode: string // "5112"
    level: number // 4
    sector: string // "51"
    sectorName: string // "Information"
    subsector: string // "511"
    subsectorName: string // "Publishing Industries"
  }
}

interface Skill {
  $id: string // "2.A.1.a"
  $type: 'Skill'
  name: string // "Reading Comprehension"
  description: string // Full description
  data: {
    element: string // "2.A.1.a"
    elementName: string // "Reading Comprehension"
    category: string // "Basic Skills"
    type: string // "Content"
  }
}

interface Process {
  $id: string // "10001"
  $type: 'Process'
  name: string // "Develop Vision and Strategy"
  description: string // Full description
  data: {
    processId: string // "1.0"
    level: number // 1
    category: string // "Operating Processes"
    parentId?: string // Parent process ID
  }
}

import { $, db } from 'sdk.do'

// Find occupations requiring specific skills
const jobs = await db.query($.Occupation).related($.requires, $.Skill).where({ 'skill.name': 'JavaScript' })

// Get required education for occupation
const occupation = await db.get($.Occupation, '15-1252.00')
console.log(occupation.data.education) // "Bachelor's degree"

// Get all software-related industries
const industries = await db.query($.Industry).where({ naicsCode: { startsWith: '511' } })

// Get companies in industry
const companies = await db.related(industry, $.hasIndustry, $.Organization)

// Get required skills for occupation
const requiredSkills = await db.related(occupation, $.requires, $.Skill)

// Get user's current skills
const userSkills = await db.related(user, $.has, $.Skill)

// Calculate skills gap
const gaps = requiredSkills.filter((skill) => !userSkills.some((us) => us.id === skill.id))

// Get business process
const process = await db.get($.Process, '10001')

// Find automation actions
const actions = await db.related(process, $.automatedBy, $.Action)

// Filter Zapier actions
const zapierActions = actions.filter((action) => action.ns === 'actions.org.ai')

// Search places by name
const places = await $.Place.search('San Francisco')

// Get nearby places
const nearby = await $.Place.nearby(37.7749, -122.4194, {
  radius: 10, // miles
  type: 'city',
})

// Get place details
const place = await db.get($.Place, 'geonames:5391959')

import { getAllTypes, getType, search } from '[ontology].org.ai'

// Get all types
const all = getAllTypes()

// Get by ID
const type = getType(id)

// Search (if supported)
const results = search(query)

import { $, db } from 'sdk.do'

// List with filters
const results = await db.list($.Type, {
  where: { category: 'Software' },
  limit: 10,
  orderBy: { name: 'asc' },
})

// Get relationships
const related = await db.related(entity, $.predicate, $.Object)

// Aggregations
const stats = await db.aggregate($.Occupation, {
  groupBy: ['category'],
  count: true,
  avg: ['medianWage'],
})

# Check last update
do dataset info industries.org.ai

# Manually trigger update (admin only)
do dataset sync industries.org.ai

# View update history
do dataset history industries.org.ai --limit 10