Table 1 Extended list of keywords for dictionary method.
Code | Codebook* | Prediction | Ground Truth | |
|---|---|---|---|---|
GL | PAP | |||
G0100 | ✓ | Fiscal & Economic | inflation, inflationary, unemployment, fiscal | |
G0201 | ✓ | Civil Rights | civil right, civil rights, discrimination discriminated, discriminatory | |
G0205 | ✓ | Environment | environment, environments, environmental environmentalist, environmentalism, environmentalists global warming, greenhouse gas, greenhouse gases, climate change | |
G0207 | ✓ | Religion | church, churches, mosque, mosques, synagogue, synagogues religious, religion, religions | |
G0208 | ✓ | Tax Policy | tax, taxes, taxed, taxable, taxing, taxation | |
G0300 | ✓ | Health | health, healthcare | |
G0400 | ✓ | Agriculture | agriculture, agricultural, farm, farmer, farmers, crops | |
G0500 | ✓ | Labor & Employment | labor, laborer, laborers, laborers’, laborer’s, employee employees, employees’, employee’s, unions | |
G0600 | ✓ | Education | education, educational, educations, educated, educate educates, educator, educators | |
G0701 | ✓ | Utilities | utility, utilities | |
G0702 | ✓ | Natural Resource | gas, gases, natural gas, oil, mineral, minerals natural resource, natural resources | |
G0900 | ✓ | Immigration | immigration, immigrant, immigrants, undocumented, migrant migrants, migration | |
G1000 | ✓ | Transportation | highway, transit, airport, highways, airports transportation | |
G1200 | ✓ | Law | legal, legality, illegal, illegality, lawful, unlawful | |
G1300 | ✓ | Welfare | social service, charity, charities, social services charitable | |
G1400 | ✓ | Construction | construct, constructs, construction | |
G1500 | ✓ | Bank | banking, real estate, financial institution interest rate, financial institutions, interest rates | |
G1502 | ✓ | Small Business | retail, retailer, retailers, small business small businesses | |
G1503 | ✓ | Sports | sport, sports, recreation, recreational | |
G1510 | ✓ | Insurance | insurance, insure, insures, insured, insurer, insurers | |
G1520 | ✓ | Manufacturing | manufacturing, manufacturer, manufacturers | |
G1600 | ✓ | Military | military, veteran, veterans, veteran’s, veterans’ armed forces, army, coast guard, national guard, air force, navy marine corps | |
G1700 | ✓ | Communication | media, telecommunication, telecommunications, telecom telecoms | |
G1800 | ✓ | Foreign Trade | foreign trade, tariff, tariffs, export, exports | |
G1900 | ✓ | Int’l Affairs and Foreign Aid | foreign aid, embassy, embassies, diplomat, diplomats | |
G2100 | ✓ | Public Lands & Water Management | state park, state parks, state forest, state forests public land, public lands, water management | |
G2400 | ✓ | Local Government | municipality, public employee, municipalities local government, county of, counties of, township, village(s) of towns of, city of, town of, cities of, fire protection district fire protection districts, fire district, fire districts | |
G2401 | ✓ | Police and Fire | police, fire, peace officer, peace officers law enforcement, firefighter, firefighters, fireman, firemen, firewoman firewomen | |
