Vable’s Subjects and Industries filters make full use of Vable’s integration with a third party natural-language processing (NLP) service for English-language content items. This document outlines examples of keywords related to the concepts we have included in these Vable public taxonomies.

Under the hood: Individual content items are analysed by the NLP solution and relevant keywords extracted. We also pick up keywords provided by publishers directly within their feeds, where available. In addition to using keywords to match articles to taxonomy filters, our team also manually assigns related sources and publishers to them, where applicable, so that all content from these is fed directly into the given filter.

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To avoid repetition, we have included related professional bodies, authorities, organisations, and companies under each set of keywords. Also included for each subject and industry - where applicable - are keywords relating to policies and regulation.

Aerospace & Defence

aerospace, aeronautics, airspace, air force, army, aviation (military only), defence, military, navy, weapons

Agriculture

agriculture, agribusiness, agricultural law, farming, fisheries, forestry, related products and machinery, subsidies, agricultural trade

Asset Management

asset management, alternative asset management, digital asset management, ETF, fund management, hedge funds, pension funds, sovereign wealth funds, wealth management

Automotive

automotive, automotive recalls and safety, automotive engineering and electronics, autonomous vehicles, cars, electric vehicles, hydrogen vehicles, automotive imports and exports, related fuels, related technologies, vehicles

Banking & Capital Markets

bank accounts, banking, banking authorities and associations, banking fraud, banking reform, banking rights and duties, capital markets, credit, credit default swaps, corporate bonds, cooperative banking, deposit insurance, fintech, investment banking, lending, mortgages, online banking, payments, retail banking

Construction

building, laws and permits, related contractors, construction, green building, land use, planning permissions, urban development and planning

Energy

energy, oil and gas, clean and alternative energy, energy conservation, energy efficiency, energy and environment, energy security, natural resources, renewable energy, utilities

Financial Services

blockchain, bitcoin and other cryptocurrencies, financial, financial crisis, financial institutions, financial industry, financial regulatory reform, financial services

Food & Beverage

additives, alcohol, allergies, beverage, dietary supplements, distribution, drinks, food, food assistance, food delivery, food safety, food science, food waste, food prices, nutrition, organic food and beverages, food storage

Healthcare

doctors and other healthcare workers, healthcare, healthcare fraud, healthcare providers, healthcare system, healthcare reform, healthcare supplies, hospitals, medicine and equipment, medical devices, medtech, various healthcare provision programs (Obamacare, NHS, etc), telemedicine

Hospitality & Leisure

catering, gaming, gambling, holidays, hospitality, hotels, leisure, national parks, pubs, parks and recreation, tourism, travel, vacations

Insurance

insurance, insurance claims, insurance fraud, insurance law, reinsurance

Life Sciences

biology, biotech, biophysics, botany, disease/disease control, immunology, genetically modified food and crops, genetics, life sciences, pharmaceuticals, neuroscience, toxicology

Media & Entertainment

acting, advertising, arts, broadcasting, digital media, entertainment, film, related legislation and tribunals, media, music, social media, television, streaming

Metals & Mining

extractive industries, metals, minerals, mining, mine development, mining engineering and operations, mining industry, subsea mining

Private Equity

angel investors, assets under management, equity markets, private equity, private equity firms, venture capital/VC, investors and funds, leveraged buyouts

Real Estate

estate agents, housing, mixed-use buildings, real estate (commercial, residential, luxury, build-for-rent, buy-to let, etc), mortgage, property/real estate law, related investing/funds, related transactions

Retail & E-Commerce

e-commerce, electronic commerce, online retail and shopping, retail, shopping, related venues

Sports

agents, coaches, Olympics and other sporting events, sports of various kinds, sports deals, sports law, sport misconduct, sporting injuries, sports technology, sporting venues

Technology

AI, data privacy, computer and internet law, computer misuse, cybercrime, cybersecurity, emerging technology, ethics, IT, information technology, Internet of Things (IoT), nanotechnology, SaaS, technology

Telecommunications

3G/4G/5G, communications services, mobile, telecommunications, organisations related to telecoms broadband services and providers, internet access

Transportation

air transport, aviation (including, more specifically, civil aviation), cargo, carriage of goods, containerisation, emissions, freight, infrastructure, marine transport and shipping, public transport, rail, roads, transportation, transport offences, transportation safety

Antitrust & Competition

abuse of position, antitrust, anti-competitive practices, antitrust and competition law, block exemptions, cartels, competition, merger control, monopolies, price fixing, state aid, parallel exemptions, restraint of trade, umbrella pricing

Arbitration

ADR, arbitration, arbitration law, arbitration and mediation awards, commercial mediation, statutory adjudication

Charity

charity, charitable trusts, charitable giving, gift aid, non-profit, third sector

Class Action

class action law and cases, class action settlements, group litigation orders, collection actions, representative actions

Company Commercial

commercial, company, company law, Companies House, corporate governance, commercial law, corporate and corporation law, corporate restructuring, mergers & acquisitions

Consumer Protection

consumer protection, consumer product safety, consumer law, consumer privacy, consumer rights, consumer safety, unfair trading practices, related watchdogs

Corporate Finance

angel investors, capital markets, corporate finance, derivatives, financial markets, joint ventures, stock exchange, venture capital

Education

education, education providers, educational institutions, government departments related to education, online learning, pupils, students, teachers

Environmental

climate change, emissions, environment, environmental accidents and disasters, environmental law, environmental impact assessment, environmental protection, environmental science and research, environmental services, green finance, toxic torts, waste management

Family

child abduction, child maintenance, child protection, children, civil partnerships, cohabitation, divorce and dissolution, family court and laws, family, family leave, fostering, human trafficking, legal custody, marital property, marriage, parental responsibility

Government Contracts

government contracts, public sector procurement, public contracting, public-private partnership, tenders

Health & Safety

health and safety, industrial diseases, industrial injury or accident, occupational hazards, road safety, workplace safety, workplace violence prevention

Human Rights

censorship, civil liberties, child labour, freedom of expression, forced labour, human rights, people and children trafficking, surveillance, torture

Immigration

border patrol, border agents, border security, immigration, immigration law, immigration courts, immigration controls, immigration reform, immigration statistics, migrants

Insolvency & Restructuring

bankruptcy, debt collection, factoring, insolvency, liquidation, restructuring, various orders relating to insolvency

Intellectual Property

breaches, copyright, patents and design rights, collecting societies and other bodies, industrial design, illicit recordings, intellectual property, IP, registers, trademarks

International Trade

customs administration, exports, imports, international trade, trade agreements, protectionism, trade and credit, trade disputes, trade policy

Litigation

civil litigation, civil proceedings, civil procedure, commercial litigation, litigation, litigation reforms

Pensions

private pensions, pension regulators, pension funds/schemes, state pensions

Privacy

privacy, data protection, employee privacy, freedom of information, information/data security, data breach, internet privacy, privacy in relation to data storage and digital technology, privacy/data protection orders and notices, computer misuse and systems (in relation to privacy laws)

Private Client

administration of wills, trusts and estates, estates, high-net-worth individuals, private client, probate, tax planning and estate tax, trusts, power of attorney, powers rights and duties, wills

Product Liability

product liability, product safety, product recall

Tax

direct and indirect tax, double taxation, international tax, tax avoidance, tax concessions, tax courts and tribunals, tax exemption, tax refunds, tax legislation or regulation, tax relief, taxation, VAT

White Collar

bribery, corruption, financial crime, fraud, insider trading, market manipulation, money laundering, white collar crime

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