├── data └── .placeholder ├── results └── .placeholder ├── .gitignore ├── config.sh ├── Pipfile ├── lookups ├── ownership_titles.csv ├── annual_cpi.csv ├── size_titles.csv ├── agglevel_titles.csv └── industry_titles.csv ├── import_data.sh ├── denormalize_series.py ├── download_data.sh ├── README.md ├── create_db.sh ├── import_lookups.sh └── query.sh /data/.placeholder: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /results/.placeholder: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | .DS_Store 3 | data 4 | .venv 5 | results 6 | dataworld.sh 7 | dataworld 8 | .python-version 9 | -------------------------------------------------------------------------------- /config.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | DATABASE="qcew" 4 | TABLE="data" 5 | PSQL="/usr/local/bin/psql" 6 | OUTPUT=$(pwd) 7 | -------------------------------------------------------------------------------- /Pipfile: -------------------------------------------------------------------------------- 1 | [[source]] 2 | url = "https://pypi.python.org/simple" 3 | verify_ssl = true 4 | 5 | [packages] 6 | pandas = "*" 7 | SQLAlchemy = "*" 8 | psycopg2 = "*" 9 | csvkit = "*" 10 | agate = "*" 11 | numpy = "*" 12 | -------------------------------------------------------------------------------- /lookups/ownership_titles.csv: -------------------------------------------------------------------------------- 1 | "own_code","own_title" 2 | 0,"Total Covered" 3 | 1,"Federal Government" 4 | 2,"State Government" 5 | 3,"Local Government" 6 | 4,"International Government" 7 | 5,"Private" 8 | 8,"Total Government" 9 | 9,"Total U.I. Covered (Excludes Federal Government)" 10 | -------------------------------------------------------------------------------- /lookups/annual_cpi.csv: -------------------------------------------------------------------------------- 1 | year,average_cpi 1990,130.7 1991,136.2 1992,140.3 1993,144.5 1994,148.2 1995,152.4 1996,156.9 1997,160.5 1998,163 1999,166.6 2000,172.2 2001,177.1 2002,179.9 2003,184 2004,188.9 2005,195.3 2006,201.6 2007,207.3 2008,215.3 2009,214.5 2010,218.1 2011,224.9 2012,229.6 2013,233 2014,236.7 2015,237 2016,239.5 -------------------------------------------------------------------------------- /import_data.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | source config.sh 4 | 5 | DATA_FILES=$PATH/data/*.singlefile.csv 6 | 7 | for f in $DATA_FILES 8 | do 9 | /bin/date 10 | echo $f 11 | 12 | COPY_QUERY=" 13 | COPY $TABLE 14 | FROM '$f' DELIMITER ',' CSV HEADER; 15 | " 16 | 17 | $PSQL -q "$DATABASE" -c "$COPY_QUERY"; 18 | done 19 | -------------------------------------------------------------------------------- /denormalize_series.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | 3 | import agate 4 | 5 | print('Loading') 6 | table = agate.Table.from_csv('results/employment_by_year_adjusted.csv') 7 | 8 | print('Denormalizing') 9 | table = table.denormalize(['area_fips', 'area_title', 'agglvl_code'], 'year', 'avg_qrtly_emplvl') 10 | 11 | print('Saving') 12 | table.to_csv('results/area_employment_series.csv') 13 | -------------------------------------------------------------------------------- /download_data.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | # URLs for the QCEW single table zip files 4 | urls="" 5 | for year in `seq 1990 2016`; do 6 | urls="${urls} http://www.bls.gov/cew/data/files/${year}/csv/${year}_qtrly_singlefile.zip" 7 | done 8 | 9 | # Download all of these zip files 10 | curl -L --remote-name-all $urls 11 | 12 | # Unzip all the zip files, each containing one csv 13 | unzip "*_singlefile.zip" 14 | 15 | mv *_singlefile.zip data 16 | mv *_singlefile.csv data 17 | -------------------------------------------------------------------------------- /lookups/size_titles.csv: -------------------------------------------------------------------------------- 1 | "size_code","size_title" 2 | 0,"All establishment sizes" 3 | 1,"Fewer than 5 employees per establishment" 4 | 2,"5 to 9 employees per establishment" 5 | 3,"10 to 19 employees per establishment" 6 | 4,"20 to 49 employees per establishment" 7 | 5,"50 to 99 employees per establishment" 8 | 6,"100 to 249 employees per establishment" 9 | 7,"250 to 499 employees per establishment" 10 | 8,"500 to 999 employees per establishment" 11 | 9,"1000 or more employees per establishment" 12 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # QCEW Data Loader 2 | 3 | Imports the entire Bureau of Labor Statistics Quarterly Census of Employement and Wages (from 1990 to latest) into a Postgres database. 4 | 5 | The database created by this process will use about **80GB** of disk space. Make sure you have enough space available before you start! 6 | 7 | ## Usage 8 | 9 | ``` 10 | ./download_data.sh 11 | ./create_db.sh 12 | ./import_data.sh 13 | ./import_lookups.sh 14 | ``` 15 | 16 | ## Notes 17 | 18 | * QCEW lookup tables (in the `lookup` folder) are from the BLS's QCEW [layout documentation](https://data.bls.gov/cew/doc/layouts/csv_quarterly_layout.htm). 19 | 20 | * The annual CPI is from the [Minneapolis Fed](https://www.minneapolisfed.org/community/teaching-aids/cpi-calculator-information/consumer-price-index-and-inflation-rates-1913). 21 | -------------------------------------------------------------------------------- /create_db.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | source config.sh 4 | 5 | CREATE_QUERY=" 6 | CREATE TABLE $TABLE ( 7 | area_fips varchar(5), 8 | own_code varchar(1), 9 | industry_code varchar(6), 10 | agglvl_code varchar(2), 11 | size_code varchar(1), 12 | year varchar(4), 13 | qtr varchar(1), 14 | disclosure_code varchar(1), 15 | qtrly_estabs integer, 16 | month1_emplvl integer, 17 | month2_emplvl integer, 18 | month3_emplvl integer, 19 | total_qtrly_wages bigint, 20 | taxable_qtrly_wages bigint, 21 | qtrly_contributions bigint, 22 | avg_wkly_wage integer, 23 | lq_disclosure_code varchar(1), 24 | lq_qtrly_estabs real, 25 | lq_month1_emplvl real, 26 | lq_month2_emplvl real, 27 | lq_month3_emplvl real, 28 | lq_total_qtrly_wages real, 29 | lq_taxable_qtrly_wages real, 30 | lq_qtrly_contributions real, 31 | lq_avg_wkly_wage real, 32 | oty_disclosure_code varchar(1), 33 | oty_qtrly_estabs_chg integer, 34 | oty_qtrly_estabs_pct_chg real, 35 | oty_month1_emplvl_chg integer, 36 | oty_month1_emplvl_pct_chg real, 37 | oty_month2_emplvl_chg integer, 38 | oty_month2_emplvl_pct_chg real, 39 | oty_month3_emplvl_chg integer, 40 | oty_month3_emplvl_pct_chg real, 41 | oty_total_qtrly_wages_chg bigint, 42 | oty_total_qtrly_wages_pct_chg real, 43 | oty_taxable_qtrly_wages_chg bigint, 44 | oty_taxable_qtrly_wages_pct_chg real, 45 | oty_qtrly_contributions_chg bigint, 46 | oty_qtrly_contributions_pct_chg real, 47 | oty_avg_wkly_wage_chg integer, 48 | oty_avg_wkly_wage_pct_chg real 49 | ); 50 | 51 | CREATE INDEX ${TABLE}_area_fips_index ON $TABLE (area_fips); 52 | CREATE INDEX ${TABLE}_industry_code_index ON $TABLE (industry_code); 53 | CREATE INDEX ${TABLE}_agglvl_code_index ON $TABLE (agglvl_code); 54 | " 55 | 56 | $PSQL -q "$DATABASE" -c "$CREATE_QUERY"; 57 | -------------------------------------------------------------------------------- /import_lookups.sh: -------------------------------------------------------------------------------- 1 | # #!/bin/bash 2 | 3 | source config.sh 4 | 5 | # Area titles 6 | query=" 7 | CREATE TABLE area_titles ( 8 | area_fips varchar, 9 | area_title varchar 10 | ); 11 | 12 | CREATE UNIQUE INDEX area_fips_lookup_index ON area_titles (area_fips); 13 | 14 | COPY area_titles(area_fips, area_title) 15 | FROM '$PATH/lookups/area_titles.csv' DELIMITER ',' CSV HEADER; 16 | " 17 | 18 | $PSQL -q $DATABASE -c "$query" 19 | 20 | # Ownership codes 21 | query=" 22 | CREATE TABLE ownership_titles ( 23 | own_code varchar, 24 | own_title varchar 25 | ); 26 | 27 | CREATE UNIQUE INDEX own_code_lookup_index ON ownership_titles (own_code); 28 | 29 | COPY ownership_titles(own_code, own_title) 30 | FROM '$PATH/lookups/ownership_titles.csv' DELIMITER ',' CSV HEADER; 31 | " 32 | 33 | $PSQL -q $DATABASE -c "$query" 34 | 35 | # Industry titles 36 | query=" 37 | CREATE TABLE industry_titles ( 38 | industry_code varchar, 39 | industry_title varchar 40 | ); 41 | 42 | CREATE UNIQUE INDEX industry_code_lookup_index ON industry_titles (industry_code); 43 | 44 | COPY industry_titles(industry_code, industry_title) 45 | FROM '$PATH/lookups/industry_titles.csv' DELIMITER ',' CSV HEADER; 46 | " 47 | 48 | $PSQL -q $DATABASE -c "$query" 49 | 50 | # Aggregation level codes 51 | query=" 52 | CREATE TABLE agglvl_titles ( 53 | agglvl_code varchar, 54 | agglvl_title varchar 55 | ); 56 | 57 | CREATE UNIQUE INDEX agglvl_code_lookup_index ON agglvl_titles (agglvl_code); 58 | 59 | COPY agglvl_titles(agglvl_code, agglvl_title) 60 | FROM '$PATH/lookups/agglevel_titles.csv' DELIMITER ',' CSV HEADER; 61 | " 62 | 63 | $PSQL -q $DATABASE -c "$query" 64 | 65 | # Size codes 66 | query=" 67 | CREATE TABLE size_titles ( 68 | own_code varchar, 69 | own_title varchar 70 | ); 71 | 72 | CREATE UNIQUE INDEX own_code_lookup_index ON size_titles (own_code); 73 | 74 | COPY size_titles(own_code, own_title) 75 | FROM '$PATH/lookups/size_titles.csv' DELIMITER ',' CSV HEADER; 76 | " 77 | 78 | $PSQL -q $DATABASE -c "$query" 79 | 80 | # CPI 81 | query=" 82 | CREATE TABLE annual_cpi ( 83 | year varchar, 84 | cpi real 85 | ); 86 | 87 | CREATE UNIQUE INDEX annual_cpi_lookup_index ON annual_cpi (year); 88 | 89 | COPY annual_cpi(year, cpi) 90 | FROM '$PATH/lookups/annual_cpi.csv' DELIMITER ',' CSV HEADER; 91 | " 92 | 93 | $PSQL -q $DATABASE -c "$query" 94 | -------------------------------------------------------------------------------- /lookups/agglevel_titles.csv: -------------------------------------------------------------------------------- 1 | "agglvl_code","agglvl_title" 2 | 10,"National, Total Covered" 3 | 11,"National, Total -- by ownership sector" 4 | 12,"National, by Domain -- by ownership sector" 5 | 13,"National, by Supersector -- by ownership sector" 6 | 14,"National, NAICS Sector -- by ownership sector" 7 | 15,"National, NAICS 3-digit -- by ownership sector" 8 | 16,"National, NAICS 4-digit -- by ownership sector" 9 | 17,"National, NAICS 5-digit -- by ownership sector" 10 | 18,"National, NAICS 6-digit -- by ownership sector" 11 | 21,"National, Private, total, by establishment size class" 12 | 22,"National, Private, Domain, by establishment size class" 13 | 23,"National, Private, by Supersector, by establishment size class" 14 | 24,"National, Private, NAICS Sector, by establishment size class" 15 | 25,"National, Private, NAICS 3-digit, by establishment size class" 16 | 26,"National, Private, NAICS 4-digit, by establishment size class" 17 | 27,"National, Private, NAICS 5-digit, by establishment size class" 18 | 28,"National, Private, NAICS 6-digit, by establishment size class" 19 | 30,"CMSA or CSA, Total Covered" 20 | 40,"MSA, Total Covered" 21 | 41,"MSA, Total -- by ownership sector" 22 | 42,"MSA, by Domain -- by ownership sector" 23 | 43,"MSA, by Supersector -- by ownership sector" 24 | 44,"MSA, NAICS Sector -- by ownership sector" 25 | 45,"MSA, NAICS 3-digit -- by ownership sector" 26 | 46,"MSA, NAICS 4-digit -- by ownership sector" 27 | 47,"MSA, NAICS 5-digit -- by ownership sector" 28 | 48,"MSA, NAICS 6-digit -- by ownership sector" 29 | 50,"State, Total Covered" 30 | 51,"State, Total -- by ownership sector" 31 | 52,"State, by Domain -- by ownership sector" 32 | 53,"State, by Supersector -- by ownership sector" 33 | 54,"State, NAICS Sector -- by ownership sector" 34 | 55,"State, NAICS 3-digit -- by ownership sector" 35 | 56,"State, NAICS 4-digit -- by ownership sector" 36 | 57,"State, NAICS 5-digit -- by ownership sector" 37 | 58,"State, NAICS 6-digit -- by ownership sector" 38 | 61,"State, Private, total, by establishment size class" 39 | 62,"State, Private, Domain, by establishment size class" 40 | 63,"State, Private, by Supersector, by establishment size class" 41 | 64,"State, Private, NAICS Sector, by establishment size class" 42 | 70,"County, Total Covered" 43 | 71,"County, Total -- by ownership sector" 44 | 72,"County, by Domain -- by ownership sector" 45 | 73,"County, by Supersector -- by ownership sector" 46 | 74,"County, NAICS Sector -- by ownership sector" 47 | 75,"County, NAICS 3-digit -- by ownership sector" 48 | 76,"County, NAICS 4-digit -- by ownership sector" 49 | 77,"County, NAICS 5-digit -- by ownership sector" 50 | 78,"County, NAICS 6-digit -- by ownership sector" 51 | 80,"MicroSA, Total Covered" 52 | 91,"Total, all U.S. MSAs" 53 | 92,"Total, all U.S. CMSAs or all U.S. CSAs" 54 | 93,"Total, all U.S. non-MSA counties" 55 | 94,"Total U.I. Covered (U.S.)" 56 | 95,"Total Government (U.S.)" 57 | 96,"Total Government, by State" 58 | -------------------------------------------------------------------------------- /query.sh: -------------------------------------------------------------------------------- 1 | #!/bin/bash 2 | 3 | source config.sh 4 | 5 | # All businesses 6 | # QUERY=" 7 | # COPY ( 8 | # SELECT agglvl_code, size_code, year, qtr, month1_emplvl, month2_emplvl, month3_emplvl 9 | # FROM data 10 | # WHERE area_fips = 'US000' 11 | # AND own_code = '0' 12 | # AND industry_code = '10' 13 | # ) TO '$OUTPUT/results/national.csv' DELIMITER ',' CSV HEADER;" 14 | 15 | # All businesses, by month 16 | # QUERY=" 17 | # COPY ( 18 | # SELECT 19 | # year, 20 | # unnest(array[(qtr::int - 1) * 3 + 1, (qtr::int - 1) * 3 + 2, (qtr::int - 1) * 3 + 3]) as month, 21 | # unnest(array[month1_emplvl, month2_emplvl, month3_emplvl]) as emplvl 22 | # FROM data 23 | # WHERE data.area_fips = 'US000' 24 | # AND data.own_code = '0' 25 | # AND data.industry_code = '10' 26 | # ) TO '$OUTPUT/results/national_by_month.csv' DELIMITER ',' CSV HEADER;" 27 | 28 | # Tyler Private Healthcare 29 | # QUERY=" 30 | # COPY ( 31 | # SELECT 32 | # year, 33 | # unnest(array[(qtr::int - 1) * 3 + 1, (qtr::int - 1) * 3 + 2, (qtr::int - 1) * 3 + 3]) as month, 34 | # unnest(array[lq_month1_emplvl, lq_month2_emplvl, lq_month3_emplvl]) as lq_emplvl 35 | # FROM data 36 | # WHERE data.area_fips = 'C4634' 37 | # AND data.own_code = '5' 38 | # AND data.industry_code = '621' 39 | # ) TO '$OUTPUT/results/tyler_healthcare.csv' DELIMITER ',' CSV HEADER;" 40 | 41 | # # Change in avg_weekly_wage from 1st quarter 1990 to 1st quarter 2015 42 | # QUERY=" 43 | # COPY ( 44 | # SELECT 45 | # first.area_fips, 46 | # first.agglvl_code, 47 | # area_titles.area_title, 48 | # (first.month1_emplvl + first.month2_emplvl + first.month3_emplvl) / 3 as avg_emplvl_1990, 49 | # first.avg_wkly_wage as avg_wkly_wage_1990, 50 | # (last.month1_emplvl + last.month2_emplvl + last.month3_emplvl) / 3 as avg_emplvl_2015, 51 | # last.avg_wkly_wage as avg_wkly_wage_2015, 52 | # FROM 53 | # data as first, 54 | # data as last, 55 | # area_titles. 56 | # annual_cpi 57 | # WHERE 58 | # first.year = '1990' AND 59 | # first.qtr = '1' AND 60 | # first.own_code = '0' AND 61 | # first.industry_code = '10' AND 62 | # (first.size_code = '0' OR first.size_code = '') AND 63 | # 64 | # last.year = '2015' AND 65 | # last.qtr = '1' AND 66 | # last.own_code = '0' AND 67 | # last.industry_code = '10' AND 68 | # (last.size_code = '0' OR last.size_code = '') AND 69 | # 70 | # first.area_fips = last.area_fips AND 71 | # first.agglvl_code = last.agglvl_code AND 72 | # area_titles.area_fips = first.area_fips AND 73 | # 74 | # annual_cpi.year = first.year 75 | # ) TO '$OUTPUT/results/wages_by_area.csv' DELIMITER ',' CSV HEADER;" 76 | 77 | # Private Tyler businesses by sector and month 78 | # QUERY=" 79 | # COPY ( 80 | # SELECT 81 | # data.industry_code, 82 | # industry_titles.industry_title, 83 | # year, 84 | # unnest(array[(qtr::int - 1) * 3 + 1, (qtr::int - 1) * 3 + 2, (qtr::int - 1) * 3 + 3]) as month, 85 | # unnest(array[month1_emplvl, month2_emplvl, month3_emplvl]) as emplvl 86 | # FROM 87 | # data, 88 | # industry_titles 89 | # WHERE 90 | # data.area_fips = '48423' 91 | # AND data.own_code = '5' 92 | # AND data.size_code = '0' 93 | # AND data.agglvl_code = '75' 94 | # AND industry_titles.industry_code = data.industry_code 95 | # ) TO '$OUTPUT/results/tyler_by_sector.csv' DELIMITER ',' CSV HEADER;" 96 | 97 | # All private businesses 98 | # QUERY=" 99 | # COPY ( 100 | # SELECT 101 | # data.year, 102 | # qtr, 103 | # (month1_emplvl + month2_emplvl + month3_emplvl) / 3 as avg_emplvl, 104 | # avg_wkly_wage, 105 | # (avg_wkly_wage * 237 / cpi) as avg_wkly_wage_2015_dollars 106 | # FROM 107 | # data, 108 | # annual_cpi 109 | # WHERE data.area_fips = 'US000' 110 | # AND data.own_code = '5' 111 | # AND (data.size_code = '0' or data.size_code = '') 112 | # AND data.industry_code = '10' 113 | # AND annual_cpi.year = data.year 114 | # ) TO '$OUTPUT/results/national_by_quarter_private.csv' DELIMITER ',' CSV HEADER;" 115 | 116 | # Area change change w/ CPI adjustment 117 | # QUERY=" 118 | # COPY ( 119 | # SELECT 120 | # area_fips, 121 | # agglvl_code, 122 | # area_title, 123 | # avg_wkly_wage_1990, 124 | # avg_wkly_wage_1990_adj, 125 | # avg_wkly_wage_2015, 126 | # (avg_wkly_wage_2015 - avg_wkly_wage_1990_adj) as change, 127 | # (avg_wkly_wage_2015 - avg_wkly_wage_1990_adj) / avg_wkly_wage_1990_adj as pct_change, 128 | # power(abs(avg_wkly_wage_2015 / avg_wkly_wage_1990_adj), 1.0 / 25.0) - 1 as abs_avg_annual_pct_change 129 | # FROM ( 130 | # SELECT 131 | # first.area_fips, 132 | # first.agglvl_code, 133 | # area_titles.area_title, 134 | # first.avg_wkly_wage as avg_wkly_wage_1990, 135 | # (first.avg_wkly_wage * 237 / cpi) as avg_wkly_wage_1990_adj, 136 | # last.avg_wkly_wage::real as avg_wkly_wage_2015 137 | # FROM 138 | # data as first, 139 | # data as last, 140 | # area_titles, 141 | # annual_cpi 142 | # WHERE 143 | # first.year = '1990' AND 144 | # first.qtr = '1' AND 145 | # first.own_code = '0' AND 146 | # first.industry_code = '10' AND 147 | # (first.size_code = '0' OR first.size_code = '') AND 148 | # 149 | # last.year = '2015' AND 150 | # last.qtr = '1' AND 151 | # last.own_code = '0' AND 152 | # last.industry_code = '10' AND 153 | # (last.size_code = '0' OR last.size_code = '') AND 154 | # 155 | # first.area_fips = last.area_fips AND 156 | # first.agglvl_code = last.agglvl_code AND 157 | # area_titles.area_fips = first.area_fips AND 158 | # 159 | # annual_cpi.year = first.year 160 | # ) sub 161 | # ) TO '$OUTPUT/results/wages_by_area_adjusted.csv' DELIMITER ',' CSV HEADER;" 162 | 163 | # Area wages by year w/ CPI adjustment 164 | # QUERY=" 165 | # COPY ( 166 | # SELECT 167 | # area_fips, 168 | # area_title, 169 | # agglvl_code, 170 | # sub.year, 171 | # (avg_wkly_wage * 237 / cpi) as avg_wkly_wage_2015_dollars 172 | # FROM ( 173 | # SELECT 174 | # data.area_fips, 175 | # area_title, 176 | # data.agglvl_code, 177 | # data.year, 178 | # AVG(avg_wkly_wage) as avg_wkly_wage 179 | # FROM 180 | # data, 181 | # area_titles 182 | # WHERE 183 | # own_code = '0' AND 184 | # industry_code = '10' AND 185 | # (size_code = '0' OR size_code = '') AND 186 | # 187 | # area_titles.area_fips = data.area_fips 188 | # GROUP BY 189 | # data.area_fips, 190 | # area_title, 191 | # data.agglvl_code, 192 | # data.year 193 | # ) sub, 194 | # annual_cpi 195 | # WHERE 196 | # sub.year = annual_cpi.year 197 | # ORDER BY 198 | # sub.area_fips, 199 | # sub.year 200 | # ) TO '$OUTPUT/results/wages_by_year_adjusted.csv' DELIMITER ',' CSV HEADER;" 201 | 202 | # Manhattan (New York county) industry mix 203 | # FIPS="36061" 204 | # AGGLVL="75" 205 | # OWN="5" 206 | # 207 | # QUERY=" 208 | # COPY ( 209 | # SELECT 210 | # industry_code, 211 | # industry_title, 212 | # avg_wkly_wage_1990, 213 | # avg_wkly_wage_1990_adj, 214 | # avg_wkly_wage_2015, 215 | # (avg_wkly_wage_2015 - avg_wkly_wage_1990_adj) AS wage_change, 216 | # (avg_wkly_wage_2015 - avg_wkly_wage_1990_adj) / NULLIF(avg_wkly_wage_1990_adj, 0) AS wage_pct_change, 217 | # avg_emplvl_1990, 218 | # avg_emplvl_2015, 219 | # (avg_emplvl_2015 - avg_emplvl_1990) AS emplvl_change, 220 | # (avg_emplvl_2015 - avg_emplvl_1990) / NULLIF(avg_emplvl_1990, 0) AS emplvl_pct_change 221 | # FROM ( 222 | # SELECT 223 | # first.industry_code, 224 | # industry_titles.industry_title, 225 | # first.avg_wkly_wage as avg_wkly_wage_1990, 226 | # (first.avg_wkly_wage * 237 / cpi) AS avg_wkly_wage_1990_adj, 227 | # last.avg_wkly_wage::real AS avg_wkly_wage_2015, 228 | # (first.month1_emplvl + first.month2_emplvl + first.month3_emplvl) / 3 AS avg_emplvl_1990, 229 | # (last.month1_emplvl + last.month2_emplvl + last.month3_emplvl) / 3::real AS avg_emplvl_2015 230 | # FROM 231 | # data as first, 232 | # data as last, 233 | # industry_titles, 234 | # annual_cpi 235 | # WHERE 236 | # first.area_fips = '$FIPS' AND 237 | # first.year = '1990' AND 238 | # first.qtr = '1' AND 239 | # first.agglvl_code = '$AGGLVL' AND 240 | # first.own_code = '$OWN' AND 241 | # 242 | # last.area_fips = '$FIPS' AND 243 | # last.year = '2015' AND 244 | # last.qtr = '1' AND 245 | # last.agglvl_code = '$AGGLVL' AND 246 | # last.own_code = '$OWN' AND 247 | # 248 | # first.industry_code = last.industry_code AND 249 | # 250 | # industry_titles.industry_code = first.industry_code AND 251 | # 252 | # annual_cpi.year = first.year 253 | # ) sub 254 | # ) TO '$OUTPUT/results/manhattan_wages_by_sector_adjusted.csv' DELIMITER ',' CSV HEADER;" 255 | 256 | # Wages and employment for all industries in a single place 257 | # New York County: 36061 258 | # Bronx County: 36005 259 | # Kings County: 36047 260 | # Queens County: 36081 261 | # Richmond County: 36085 262 | # FIPS="36061" 263 | # REGION="new_york_county" 264 | # 265 | # QUERY=" 266 | # COPY ( 267 | # SELECT 268 | # industry_code, 269 | # industry_title, 270 | # agglvl_code, 271 | # sub.year, 272 | # avg_qrtly_emplvl, 273 | # (avg_wkly_wage * 237 / cpi) as avg_wkly_wage_2015_dollars, 274 | # (avg_total_qrtrly_wages * 237 / cpi) as avg_total_qrtrly_wages_2015_dollars 275 | # FROM ( 276 | # SELECT 277 | # data.industry_code, 278 | # industry_title, 279 | # data.agglvl_code, 280 | # data.year, 281 | # AVG((month1_emplvl + month2_emplvl + month3_emplvl) / 3) as avg_qrtly_emplvl, 282 | # AVG(avg_wkly_wage) as avg_wkly_wage, 283 | # AVG(total_qtrly_wages) as avg_total_qrtrly_wages 284 | # FROM 285 | # data, 286 | # industry_titles 287 | # WHERE 288 | # area_fips = '$FIPS' AND 289 | # own_code = '5' AND 290 | # (size_code = '0' OR size_code = '') AND 291 | # 292 | # industry_titles.industry_code = data.industry_code 293 | # GROUP BY 294 | # data.industry_code, 295 | # industry_title, 296 | # data.agglvl_code, 297 | # data.year 298 | # ) sub, 299 | # annual_cpi 300 | # WHERE 301 | # sub.year = annual_cpi.year 302 | # ORDER BY 303 | # sub.industry_code, 304 | # sub.year 305 | # ) TO '$OUTPUT/results/${REGION}_wages_by_industry.csv' DELIMITER ',' CSV HEADER;" 306 | 307 | # Employment time series 308 | # QUERY=" 309 | # COPY ( 310 | # SELECT 311 | # data.area_fips, 312 | # area_title, 313 | # data.agglvl_code, 314 | # data.year, 315 | # AVG((month1_emplvl + month2_emplvl + month3_emplvl) / 3) as avg_qrtly_emplvl 316 | # FROM 317 | # data, 318 | # area_titles 319 | # WHERE 320 | # own_code = '0' AND 321 | # industry_code = '10' AND 322 | # (size_code = '0' OR size_code = '') AND 323 | # 324 | # area_titles.area_fips = data.area_fips 325 | # GROUP BY 326 | # data.area_fips, 327 | # area_title, 328 | # data.agglvl_code, 329 | # data.year 330 | # ORDER BY 331 | # data.area_fips, 332 | # data.year 333 | # ) TO '$OUTPUT/results/employment_by_year_adjusted.csv' DELIMITER ',' CSV HEADER;" 334 | 335 | # All counties industry mix 336 | # FIPS="36061" 337 | # AGGLVL="75" 338 | # OWN="5" 339 | 340 | # QUERY=" 341 | # COPY ( 342 | # SELECT 343 | # area_fips, 344 | # area_title, 345 | # industry_code, 346 | # industry_title, 347 | # avg_wkly_wage_1990, 348 | # avg_wkly_wage_1990_adj, 349 | # avg_wkly_wage_2015, 350 | # (avg_wkly_wage_2015 - avg_wkly_wage_1990_adj) AS wage_change, 351 | # (avg_wkly_wage_2015 - avg_wkly_wage_1990_adj) / NULLIF(avg_wkly_wage_1990_adj, 0) AS wage_pct_change, 352 | # avg_emplvl_1990, 353 | # avg_emplvl_2015, 354 | # (avg_emplvl_2015 - avg_emplvl_1990) AS emplvl_change, 355 | # (avg_emplvl_2015 - avg_emplvl_1990) / NULLIF(avg_emplvl_1990, 0) AS emplvl_pct_change 356 | # FROM ( 357 | # SELECT 358 | # first.area_fips, 359 | # area_titles.area_title, 360 | # first.industry_code, 361 | # industry_titles.industry_title, 362 | # first.avg_wkly_wage as avg_wkly_wage_1990, 363 | # (first.avg_wkly_wage * 237 / cpi) AS avg_wkly_wage_1990_adj, 364 | # last.avg_wkly_wage::real AS avg_wkly_wage_2015, 365 | # (first.month1_emplvl + first.month2_emplvl + first.month3_emplvl) / 3 AS avg_emplvl_1990, 366 | # (last.month1_emplvl + last.month2_emplvl + last.month3_emplvl) / 3::real AS avg_emplvl_2015 367 | # FROM 368 | # data as first, 369 | # data as last, 370 | # area_titles, 371 | # industry_titles, 372 | # annual_cpi 373 | # WHERE 374 | # first.year = '1990' AND 375 | # first.qtr = '1' AND 376 | # first.agglvl_code = '$AGGLVL' AND 377 | # first.own_code = '$OWN' AND 378 | # 379 | # last.year = '2015' AND 380 | # last.qtr = '1' AND 381 | # last.agglvl_code = '$AGGLVL' AND 382 | # last.own_code = '$OWN' AND 383 | # 384 | # first.area_fips = last.area_fips AND 385 | # first.industry_code = last.industry_code AND 386 | # 387 | # area_titles.area_fips = first.area_fips AND 388 | # 389 | # industry_titles.industry_code = first.industry_code AND 390 | # 391 | # annual_cpi.year = first.year 392 | # ) sub 393 | # ) TO '$OUTPUT/results/area_wages_by_sector_adjusted.csv' DELIMITER ',' CSV HEADER;" 394 | 395 | # Employment level for all counties, all industries, average of 2015 (for Yano) 396 | # QUERY=" 397 | # COPY ( 398 | # SELECT 399 | # area_fips, 400 | # sub.industry_code, 401 | # industry_title, 402 | # avg_emplvl 403 | # FROM 404 | # (SELECT 405 | # area_fips, 406 | # data.industry_code, 407 | # (sum(month1_emplvl) + sum(month2_emplvl) + sum(month3_emplvl)) / 12 as avg_emplvl 408 | # FROM 409 | # data 410 | # WHERE 411 | # year = '2015' AND 412 | # own_code = '5' AND 413 | # agglvl_code = '76' AND 414 | # (size_code = '0' OR size_code = '') 415 | # GROUP BY 416 | # area_fips, 417 | # data.industry_code, 418 | # year 419 | # ) sub, industry_titles 420 | # WHERE 421 | # industry_titles.industry_code = sub.industry_code 422 | # 423 | # ) TO '$OUTPUT/results/emplvl_all_fips_all_4d_naics_2015.csv' DELIMITER ',' CSV HEADER;" 424 | 425 | # National totals by industry (for Yano) 426 | # QUERY=" 427 | # COPY ( 428 | # SELECT 429 | # sub.area_fips, 430 | # sub.industry_code, 431 | # industry_title, 432 | # avg_emplvl 433 | # FROM 434 | # (SELECT 435 | # area_fips, 436 | # data.industry_code, 437 | # (sum(month1_emplvl) + sum(month2_emplvl) + sum(month3_emplvl)) / 12 as avg_emplvl 438 | # FROM 439 | # data 440 | # WHERE 441 | # year = '2015' AND 442 | # own_code = '5' AND 443 | # agglvl_code = '16' AND 444 | # (size_code = '0' OR size_code = '') 445 | # GROUP BY 446 | # area_fips, 447 | # data.industry_code, 448 | # year 449 | # ) sub, industry_titles 450 | # WHERE 451 | # industry_titles.industry_code = sub.industry_code 452 | # 453 | # ) TO '$OUTPUT/results/emplvl_national_all_4d_naics_2015.csv' DELIMITER ',' CSV HEADER;" 454 | 455 | # County totals (for Yano) 456 | # QUERY=" 457 | # COPY ( 458 | # SELECT 459 | # sub.area_fips, 460 | # area_title, 461 | # avg_emplvl 462 | # FROM 463 | # (SELECT 464 | # area_fips, 465 | # data.industry_code, 466 | # (sum(month1_emplvl) + sum(month2_emplvl) + sum(month3_emplvl)) / 12 as avg_emplvl 467 | # FROM 468 | # data 469 | # WHERE 470 | # year = '2015' AND 471 | # own_code = '5' AND 472 | # agglvl_code = '71' AND 473 | # (size_code = '0' OR size_code = '') 474 | # GROUP BY 475 | # area_fips, 476 | # data.industry_code, 477 | # year 478 | # ) sub, area_titles 479 | # WHERE 480 | # area_titles.area_fips = sub.area_fips 481 | # 482 | # ) TO '$OUTPUT/results/emplvl_all_fips_total_2015.csv' DELIMITER ',' CSV HEADER;" 483 | 484 | 485 | 486 | # All Tyler MSA employment by sector and month 487 | # QUERY=" 488 | # COPY ( 489 | # SELECT 490 | # data.industry_code, 491 | # industry_titles.industry_title, 492 | # year, 493 | # unnest(array[(qtr::int - 1) * 3 + 1, (qtr::int - 1) * 3 + 2, (qtr::int - 1) * 3 + 3]) as month, 494 | # unnest(array[month1_emplvl, month2_emplvl, month3_emplvl]) as emplvl 495 | # FROM 496 | # data, 497 | # industry_titles 498 | # WHERE 499 | # data.area_fips = 'C4634' AND 500 | # own_code = '5' AND 501 | # (size_code = '0' OR size_code = '') AND 502 | # data.agglvl_code = '44' AND 503 | # 504 | # industry_titles.industry_code = data.industry_code 505 | # ) TO '$OUTPUT/results/tyler_by_sector.csv' DELIMITER ',' CSV HEADER;" 506 | 507 | # QUERY=" 508 | # COPY ( 509 | # SELECT 510 | # sub.area_fips, 511 | # sub.industry_code, 512 | # industry_title, 513 | # avg_emplvl 514 | # FROM 515 | # (SELECT 516 | # area_fips, 517 | # data.industry_code, 518 | # (sum(month1_emplvl) + sum(month2_emplvl) + sum(month3_emplvl)) / 12 as avg_emplvl 519 | # FROM 520 | # data 521 | # WHERE 522 | # year = '2015' AND 523 | # own_code = '5' AND 524 | # agglvl_code = '16' AND 525 | # (size_code = '0' OR size_code = '') 526 | # GROUP BY 527 | # area_fips, 528 | # data.industry_code, 529 | # year 530 | # ) sub, industry_titles 531 | # WHERE 532 | # industry_titles.industry_code = sub.industry_code 533 | # 534 | # ) TO '$OUTPUT/results/emplvl_national_all_4d_naics_2015.csv' DELIMITER ',' CSV HEADER;" 535 | 536 | # Total monthly employment 537 | # QUERY=" 538 | # COPY ( 539 | # SELECT 540 | # year, 541 | # data.area_fips, 542 | # area_title, 543 | # data.industry_code, 544 | # industry_title, 545 | # year, 546 | # own_code, 547 | # agglvl_code, 548 | # unnest(array[(qtr::int - 1) * 3 + 1, (qtr::int - 1) * 3 + 2, (qtr::int - 1) * 3 + 3]) as month, 549 | # unnest(array[month1_emplvl, month2_emplvl, month3_emplvl]) as emplvl 550 | # FROM 551 | # data, 552 | # area_titles, 553 | # industry_titles 554 | # WHERE 555 | # (agglvl_code IN ('11', '14', '15', '16', '17', '18')) AND 556 | # (own_code = '0' OR own_code = '5') AND 557 | # (size_code = '0' OR size_code = '') AND 558 | # area_titles.area_fips = data.area_fips AND 559 | # industry_titles.industry_code = data.industry_code 560 | # ) TO '$OUTPUT/results/emplvl_national_all_naics_monthly.csv' DELIMITER ',' CSV HEADER;" 561 | 562 | # Employment level for all counties, all industries, all years, 4d NAICS (for Dan) 563 | QUERY=" 564 | COPY ( 565 | SELECT 566 | sub.area_fips, 567 | area_title, 568 | sub.industry_code, 569 | industry_title, 570 | year, 571 | avg_emplvl 572 | FROM 573 | (SELECT 574 | area_fips, 575 | data.industry_code, 576 | year, 577 | (sum(month1_emplvl) + sum(month2_emplvl) + sum(month3_emplvl)) / 12 as avg_emplvl 578 | FROM 579 | data 580 | WHERE 581 | own_code = '5' AND 582 | agglvl_code = '76' AND 583 | (size_code = '0' OR size_code = '') 584 | GROUP BY 585 | area_fips, 586 | data.industry_code, 587 | year 588 | ) sub, area_titles, industry_titles 589 | WHERE 590 | area_titles.area_fips = sub.area_fips AND 591 | industry_titles.industry_code = sub.industry_code 592 | 593 | ) TO '$OUTPUT/results/emplvl_all_fips_all_4d_naics_all_years.csv' DELIMITER ',' CSV HEADER;" 594 | 595 | $PSQL -q $DATABASE -c "$QUERY" 596 | -------------------------------------------------------------------------------- /lookups/industry_titles.csv: -------------------------------------------------------------------------------- 1 | "industry_code","industry_title" 2 | "10","Total, all industries" 3 | "101","Goods producing" 4 | "102","Service providing" 5 | "1011","Natural resources and mining" 6 | "1012","Construction" 7 | "1013","Manufacturing" 8 | "1021","Trade, transportation, and utilities" 9 | "1022","Information" 10 | "1023","Financial activities" 11 | "1024","Professional and business services" 12 | "1025","Education and health services" 13 | "1026","Leisure and hospitality" 14 | "1027","Other services" 15 | "1028","Public administration" 16 | "1029","Unclassified" 17 | "11","NAICS 11 Agriculture, forestry, fishing and hunting" 18 | "111","NAICS 111 Crop production" 19 | "1111","NAICS 1111 Oilseed and grain farming" 20 | "11111","NAICS 11111 Soybean farming" 21 | "111110","NAICS 111110 Soybean farming" 22 | "11112","NAICS 11112 Oilseed, except soybean, farming" 23 | "111120","NAICS 111120 Oilseed, except soybean, farming" 24 | "11113","NAICS 11113 Dry pea and bean farming" 25 | "111130","NAICS 111130 Dry pea and bean farming" 26 | "11114","NAICS 11114 Wheat farming" 27 | "111140","NAICS 111140 Wheat farming" 28 | "11115","NAICS 11115 Corn farming" 29 | "111150","NAICS 111150 Corn farming" 30 | "11116","NAICS 11116 Rice farming" 31 | "111160","NAICS 111160 Rice farming" 32 | "11119","NAICS 11119 Other grain farming" 33 | "111191","NAICS 111191 Oilseed and grain combination farming" 34 | "111199","NAICS 111199 All other grain farming" 35 | "1112","NAICS 1112 Vegetable and melon farming" 36 | "11121","NAICS 11121 Vegetable and melon farming" 37 | "111211","NAICS 111211 Potato farming" 38 | "111219","NAICS 111219 Other vegetable and melon farming" 39 | "1113","NAICS 1113 Fruit and tree nut farming" 40 | "11131","NAICS 11131 Orange groves" 41 | "111310","NAICS 111310 Orange groves" 42 | "11132","NAICS 11132 Citrus, except orange, groves" 43 | "111320","NAICS 111320 Citrus, except orange, groves" 44 | "11133","NAICS 11133 Noncitrus fruit and tree nut farming" 45 | "111331","NAICS 111331 Apple orchards" 46 | "111332","NAICS 111332 Grape vineyards" 47 | "111333","NAICS 111333 Strawberry farming" 48 | "111334","NAICS 111334 Berry, except strawberry, farming" 49 | "111335","NAICS 111335 Tree nut farming" 50 | "111336","NAICS 111336 Fruit and tree nut combination farming" 51 | "111339","NAICS 111339 Other noncitrus fruit farming" 52 | "1114","NAICS 1114 Greenhouse and nursery production" 53 | "11141","NAICS 11141 Food crops grown under cover" 54 | "111411","NAICS 111411 Mushroom production" 55 | "111419","NAICS 111419 Other food crops grown under cover" 56 | "11142","NAICS 11142 Nursery and floriculture production" 57 | "111421","NAICS 111421 Nursery and tree production" 58 | "111422","NAICS 111422 Floriculture production" 59 | "1119","NAICS 1119 Other crop farming" 60 | "11191","NAICS 11191 Tobacco farming" 61 | "111910","NAICS 111910 Tobacco farming" 62 | "11192","NAICS 11192 Cotton farming" 63 | "111920","NAICS 111920 Cotton farming" 64 | "11193","NAICS 11193 Sugarcane farming" 65 | "111930","NAICS 111930 Sugarcane farming" 66 | "11194","NAICS 11194 Hay farming" 67 | "111940","NAICS 111940 Hay farming" 68 | "11199","NAICS 11199 All other crop farming" 69 | "111991","NAICS 111991 Sugar beet farming" 70 | "111992","NAICS 111992 Peanut farming" 71 | "111998","NAICS 111998 All other miscellaneous crop farming" 72 | "112","NAICS 112 Animal production and aquaculture" 73 | "1121","NAICS 1121 Cattle ranching and farming" 74 | "11211","NAICS 11211 Beef cattle ranching, farming, and feedlots" 75 | "112111","NAICS 112111 Beef cattle ranching and farming" 76 | "112112","NAICS 112112 Cattle feedlots" 77 | "11212","NAICS 11212 Dairy cattle and milk production" 78 | "112120","NAICS 112120 Dairy cattle and milk production" 79 | "1122","NAICS 1122 Hog and pig farming" 80 | "11221","NAICS 11221 Hog and pig farming" 81 | "112210","NAICS 112210 Hog and pig farming" 82 | "1123","NAICS 1123 Poultry and egg production" 83 | "11231","NAICS 11231 Chicken egg production" 84 | "112310","NAICS 112310 Chicken egg production" 85 | "11232","NAICS 11232 Broilers and meat type chicken production" 86 | "112320","NAICS 112320 Broilers and meat type chicken production" 87 | "11233","NAICS 11233 Turkey production" 88 | "112330","NAICS 112330 Turkey production" 89 | "11234","NAICS 11234 Poultry hatcheries" 90 | "112340","NAICS 112340 Poultry hatcheries" 91 | "11239","NAICS 11239 Other poultry production" 92 | "112390","NAICS 112390 Other poultry production" 93 | "1124","NAICS 1124 Sheep and goat farming" 94 | "11241","NAICS 11241 Sheep farming" 95 | "112410","NAICS 112410 Sheep farming" 96 | "11242","NAICS 11242 Goat farming" 97 | "112420","NAICS 112420 Goat farming" 98 | "1125","NAICS 1125 Aquaculture" 99 | "11251","NAICS 11251 Aquaculture" 100 | "112511","NAICS 112511 Finfish farming and fish hatcheries" 101 | "112512","NAICS 112512 Shellfish farming" 102 | "112519","NAICS 112519 Other aquaculture" 103 | "1129","NAICS 1129 Other animal production" 104 | "11291","NAICS 11291 Apiculture" 105 | "112910","NAICS 112910 Apiculture" 106 | "11292","NAICS 11292 Horses and other equine production" 107 | "112920","NAICS 112920 Horses and other equine production" 108 | "11293","NAICS 11293 Fur-bearing animal and rabbit production" 109 | "112930","NAICS 112930 Fur-bearing animal and rabbit production" 110 | "11299","NAICS 11299 All other animal production" 111 | "112990","NAICS 112990 All other animal production" 112 | "113","NAICS 113 Forestry and logging" 113 | "1131","NAICS 1131 Timber tract operations" 114 | "11311","NAICS 11311 Timber tract operations" 115 | "113110","NAICS 113110 Timber tract operations" 116 | "1132","NAICS 1132 Forest nursery and gathering forest products" 117 | "11321","NAICS 11321 Forest nursery and gathering forest products" 118 | "113210","NAICS 113210 Forest nursery and gathering forest products" 119 | "1133","NAICS 1133 Logging" 120 | "11331","NAICS 11331 Logging" 121 | "113310","NAICS 113310 Logging" 122 | "114","NAICS 114 Fishing, hunting and trapping" 123 | "1141","NAICS 1141 Fishing" 124 | "11411","NAICS 11411 Fishing" 125 | "114111","NAICS 114111 Finfish fishing" 126 | "114112","NAICS 114112 Shellfish fishing" 127 | "114119","NAICS 114119 Other marine fishing" 128 | "1142","NAICS 1142 Hunting and trapping" 129 | "11421","NAICS 11421 Hunting and trapping" 130 | "114210","NAICS 114210 Hunting and trapping" 131 | "115","NAICS 115 Agriculture and forestry support activities" 132 | "1151","NAICS 1151 Support activities for crop production" 133 | "11511","NAICS 11511 Support activities for crop production" 134 | "115111","NAICS 115111 Cotton ginning" 135 | "115112","NAICS 115112 Soil preparation, planting, and cultivating" 136 | "115113","NAICS 115113 Crop harvesting, primarily by machine" 137 | "115114","NAICS 115114 Other postharvest crop activities" 138 | "115115","NAICS 115115 Farm labor contractors and crew leaders" 139 | "115116","NAICS 115116 Farm management services" 140 | "1152","NAICS 1152 Support activities for animal production" 141 | "11521","NAICS 11521 Support activities for animal production" 142 | "115210","NAICS 115210 Support activities for animal production" 143 | "1153","NAICS 1153 Support activities for forestry" 144 | "11531","NAICS 11531 Support activities for forestry" 145 | "115310","NAICS 115310 Support activities for forestry" 146 | "21","NAICS 21 Mining, quarrying, and oil and gas extraction" 147 | "211","NAICS 211 Oil and gas extraction" 148 | "2111","NAICS 2111 Oil and gas extraction" 149 | "21111","NAICS 21111 Oil and gas extraction" 150 | "211111","NAICS 211111 Crude petroleum and natural gas extraction" 151 | "211112","NAICS 211112 Natural gas liquid extraction" 152 | "212","NAICS 212 Mining, except oil and gas" 153 | "2121","NAICS 2121 Coal mining" 154 | "21211","NAICS 21211 Coal mining" 155 | "212111","NAICS 212111 Bituminous coal and lignite surface mining" 156 | "212112","NAICS 212112 Bituminous coal underground mining" 157 | "212113","NAICS 212113 Anthracite mining" 158 | "2122","NAICS 2122 Metal ore mining" 159 | "21221","NAICS 21221 Iron ore mining" 160 | "212210","NAICS 212210 Iron ore mining" 161 | "21222","NAICS 21222 Gold ore and silver ore mining" 162 | "212221","NAICS 212221 Gold ore mining" 163 | "212222","NAICS 212222 Silver ore mining" 164 | "21223","NAICS 21223 Copper, nickel, lead, and zinc mining" 165 | "212231","NAICS 212231 Lead ore and zinc ore mining" 166 | "212234","NAICS 212234 Copper ore and nickel ore mining" 167 | "21229","NAICS 21229 Other metal ore mining" 168 | "212291","NAICS 212291 Uranium-radium-vanadium ore mining" 169 | "212299","NAICS 212299 All other metal ore mining" 170 | "2123","NAICS 2123 Nonmetallic mineral mining and quarrying" 171 | "21231","NAICS 21231 Stone mining and quarrying" 172 | "212311","NAICS 212311 Dimension stone mining and quarrying" 173 | "212312","NAICS 212312 Crushed and broken limestone mining" 174 | "212313","NAICS 212313 Crushed and broken granite mining" 175 | "212319","NAICS 212319 Other crushed and broken stone mining" 176 | "21232","NAICS 21232 Sand, gravel, clay, and refractory mining" 177 | "212321","NAICS 212321 Construction sand and gravel mining" 178 | "212322","NAICS 212322 Industrial sand mining" 179 | "212324","NAICS 212324 Kaolin and ball clay mining" 180 | "212325","NAICS 212325 Clay, ceramic, and refractory minerals mining" 181 | "21239","NAICS 21239 Other nonmetallic mineral mining" 182 | "212391","NAICS 212391 Potash, soda, and borate mineral mining" 183 | "212392","NAICS 212392 Phosphate rock mining" 184 | "212393","NAICS 212393 Other chemical and fertilizer mineral mining" 185 | "212399","NAICS 212399 All other nonmetallic mineral mining" 186 | "213","NAICS 213 Support activities for mining" 187 | "2131","NAICS 2131 Support activities for mining" 188 | "21311","NAICS 21311 Support activities for mining" 189 | "213111","NAICS 213111 Drilling oil and gas wells" 190 | "213112","NAICS 213112 Support activities for oil and gas operations" 191 | "213113","NAICS 213113 Support activities for coal mining" 192 | "213114","NAICS 213114 Support activities for metal mining" 193 | "213115","NAICS 213115 Support activities for nonmetallic minerals" 194 | "23","NAICS 23 Construction" 195 | "236","NAICS 236 Construction of buildings" 196 | "2361","NAICS 2361 Residential building construction" 197 | "23611","NAICS 23611 Residential building construction" 198 | "236115","NAICS 236115 New single-family general contractors" 199 | "236116","NAICS 236116 New multifamily general contractors" 200 | "236117","NAICS 236117 New housing for-sale builders" 201 | "236118","NAICS 236118 Residential remodelers" 202 | "2362","NAICS 2362 Nonresidential building construction" 203 | "23621","NAICS 23621 Industrial building construction" 204 | "236210","NAICS 236210 Industrial building construction" 205 | "23622","NAICS 23622 Commercial building construction" 206 | "236220","NAICS 236220 Commercial building construction" 207 | "237","NAICS 237 Heavy and civil engineering construction" 208 | "2371","NAICS 2371 Utility system construction" 209 | "23711","NAICS 23711 Water and sewer system construction" 210 | "237110","NAICS 237110 Water and sewer system construction" 211 | "23712","NAICS 23712 Oil and gas pipeline construction" 212 | "237120","NAICS 237120 Oil and gas pipeline construction" 213 | "23713","NAICS 23713 Power and communication system construction" 214 | "237130","NAICS 237130 Power and communication system construction" 215 | "2372","NAICS 2372 Land subdivision" 216 | "23721","NAICS 23721 Land subdivision" 217 | "237210","NAICS 237210 Land subdivision" 218 | "2373","NAICS 2373 Highway, street, and bridge construction" 219 | "23731","NAICS 23731 Highway, street, and bridge construction" 220 | "237310","NAICS 237310 Highway, street, and bridge construction" 221 | "2379","NAICS 2379 Other heavy construction" 222 | "23799","NAICS 23799 Other heavy construction" 223 | "237990","NAICS 237990 Other heavy construction" 224 | "238","NAICS 238 Specialty trade contractors" 225 | "2381","NAICS 2381 Building foundation and exterior contractors" 226 | "23811","NAICS 23811 Poured concrete structure contractors" 227 | "238111","NAICS 238111 Residential poured foundation contractors" 228 | "238112","NAICS 238112 Nonresidential poured foundation contractors" 229 | "23812","NAICS 23812 Steel and precast concrete contractors" 230 | "238121","NAICS 238121 Residential structural steel contractors" 231 | "238122","NAICS 238122 Nonresidential structural steel contractors" 232 | "23813","NAICS 23813 Framing contractors" 233 | "238131","NAICS 238131 Residential framing contractors" 234 | "238132","NAICS 238132 Nonresidential framing contractors" 235 | "23814","NAICS 23814 Masonry contractors" 236 | "238141","NAICS 238141 Residential masonry contractors" 237 | "238142","NAICS 238142 Nonresidential masonry contractors" 238 | "23815","NAICS 23815 Glass and glazing contractors" 239 | "238151","NAICS 238151 Residential glass and glazing contractors" 240 | "238152","NAICS 238152 Nonresidential glass and glazing contractors" 241 | "23816","NAICS 23816 Roofing contractors" 242 | "238161","NAICS 238161 Residential roofing contractors" 243 | "238162","NAICS 238162 Nonresidential roofing contractors" 244 | "23817","NAICS 23817 Siding contractors" 245 | "238171","NAICS 238171 Residential siding contractors" 246 | "238172","NAICS 238172 Nonresidential siding contractors" 247 | "23819","NAICS 23819 Other building exterior contractors" 248 | "238191","NAICS 238191 Other residential exterior contractors" 249 | "238192","NAICS 238192 Other nonresidential exterior contractors" 250 | "2382","NAICS 2382 Building equipment contractors" 251 | "23821","NAICS 23821 Electrical and wiring contractors" 252 | "238211","NAICS 238211 Residential electrical contractors" 253 | "238212","NAICS 238212 Nonresidential electrical contractors" 254 | "23822","NAICS 23822 Plumbing and HVAC contractors" 255 | "238221","NAICS 238221 Residential plumbing and HVAC contractors" 256 | "238222","NAICS 238222 Nonresidential plumbing and HVAC contractors" 257 | "23829","NAICS 23829 Other building equipment contractors" 258 | "238291","NAICS 238291 Other residential equipment contractors" 259 | "238292","NAICS 238292 Other nonresidential equipment contractors" 260 | "2383","NAICS 2383 Building finishing contractors" 261 | "23831","NAICS 23831 Drywall and insulation contractors" 262 | "238311","NAICS 238311 Residential drywall contractors" 263 | "238312","NAICS 238312 Nonresidential drywall contractors" 264 | "23832","NAICS 23832 Painting and wall covering contractors" 265 | "238321","NAICS 238321 Residential painting contractors" 266 | "238322","NAICS 238322 Nonresidential painting contractors" 267 | "23833","NAICS 23833 Flooring contractors" 268 | "238331","NAICS 238331 Residential flooring contractors" 269 | "238332","NAICS 238332 Nonresidential flooring contractors" 270 | "23834","NAICS 23834 Tile and terrazzo contractors" 271 | "238341","NAICS 238341 Residential tile and terrazzo contractors" 272 | "238342","NAICS 238342 Nonresidential tile and terrazzo contractors" 273 | "23835","NAICS 23835 Finish carpentry contractors" 274 | "238351","NAICS 238351 Residential finish carpentry contractors" 275 | "238352","NAICS 238352 Nonresidential finish carpentry contractors" 276 | "23839","NAICS 23839 Other building finishing contractors" 277 | "238391","NAICS 238391 Other residential finishing contractors" 278 | "238392","NAICS 238392 Other nonresidential finishing contractors" 279 | "2389","NAICS 2389 Other specialty trade contractors" 280 | "23891","NAICS 23891 Site preparation contractors" 281 | "238911","NAICS 238911 Residential site preparation contractors" 282 | "238912","NAICS 238912 Nonresidential site preparation contractors" 283 | "23899","NAICS 23899 All other specialty trade contractors" 284 | "238991","NAICS 238991 All other residential trade contractors" 285 | "238992","NAICS 238992 All other nonresidential trade contractors" 286 | "31-33","NAICS 31-33 Manufacturing" 287 | "311","NAICS 311 Food manufacturing" 288 | "3111","NAICS 3111 Animal food manufacturing" 289 | "31111","NAICS 31111 Animal food manufacturing" 290 | "311111","NAICS 311111 Dog and cat food manufacturing" 291 | "311119","NAICS 311119 Other animal food manufacturing" 292 | "3112","NAICS 3112 Grain and oilseed milling" 293 | "31121","NAICS 31121 Flour milling and malt manufacturing" 294 | "311211","NAICS 311211 Flour milling" 295 | "311212","NAICS 311212 Rice milling" 296 | "311213","NAICS 311213 Malt manufacturing" 297 | "31122","NAICS 31122 Starch and vegetable oil manufacturing" 298 | "311221","NAICS 311221 Wet corn milling" 299 | "311222","NAICS07 311222 Soybean processing" 300 | "311223","NAICS07 311223 Other oilseed processing" 301 | "311224","NAICS 311224 Soybean and other oilseed processing" 302 | "311225","NAICS 311225 Fats and oils refining and blending" 303 | "31123","NAICS 31123 Breakfast cereal manufacturing" 304 | "311230","NAICS 311230 Breakfast cereal manufacturing" 305 | "3113","NAICS 3113 Sugar and confectionery product manufacturing" 306 | "31131","NAICS 31131 Sugar manufacturing" 307 | "311311","NAICS07 311311 Sugarcane mills" 308 | "311312","NAICS07 311312 Cane sugar refining" 309 | "311313","NAICS 311313 Beet sugar manufacturing" 310 | "311314","NAICS 311314 Cane sugar manufacturing" 311 | "31132","NAICS07 31132 Confectionery manufacturing from cacao beans" 312 | "311320","NAICS07 311320 Confectionery manufacturing from cacao beans" 313 | "31133","NAICS07 31133 Confectionery mfg. from purchased chocolate" 314 | "311330","NAICS07 311330 Confectionery mfg. from purchased chocolate" 315 | "31134","NAICS 31134 Nonchocolate confectionery manufacturing" 316 | "311340","NAICS 311340 Nonchocolate confectionery manufacturing" 317 | "31135","NAICS 31135 Chocolate and confectionery manufacturing" 318 | "311351","NAICS 311351 Chocolate and confectionery mfg. from cacao" 319 | "311352","NAICS 311352 Confectionery mfg. from purchased chocolate" 320 | "3114","NAICS 3114 Fruit and vegetable preserving and specialty" 321 | "31141","NAICS 31141 Frozen food manufacturing" 322 | "311411","NAICS 311411 Frozen fruit and vegetable manufacturing" 323 | "311412","NAICS 311412 Frozen specialty food manufacturing" 324 | "31142","NAICS 31142 Fruit and vegetable canning and drying" 325 | "311421","NAICS 311421 Fruit and vegetable canning" 326 | "311422","NAICS 311422 Specialty canning" 327 | "311423","NAICS 311423 Dried and dehydrated food manufacturing" 328 | "3115","NAICS 3115 Dairy product manufacturing" 329 | "31151","NAICS 31151 Dairy product, except frozen, manufacturing" 330 | "311511","NAICS 311511 Fluid milk manufacturing" 331 | "311512","NAICS 311512 Creamery butter manufacturing" 332 | "311513","NAICS 311513 Cheese manufacturing" 333 | "311514","NAICS 311514 Dry, condensed, and evaporated dairy products" 334 | "31152","NAICS 31152 Ice cream and frozen dessert manufacturing" 335 | "311520","NAICS 311520 Ice cream and frozen dessert manufacturing" 336 | "3116","NAICS 3116 Animal slaughtering and processing" 337 | "31161","NAICS 31161 Animal slaughtering and processing" 338 | "311611","NAICS 311611 Animal, except poultry, slaughtering" 339 | "311612","NAICS 311612 Meat processed from carcasses" 340 | "311613","NAICS 311613 Rendering and meat byproduct processing" 341 | "311615","NAICS 311615 Poultry processing" 342 | "3117","NAICS 3117 Seafood product preparation and packaging" 343 | "31171","NAICS 31171 Seafood product preparation and packaging" 344 | "311710","NAICS 311710 Seafood product preparation and packaging" 345 | "311711","NAICS07 311711 Seafood canning" 346 | "311712","NAICS07 311712 Fresh and frozen seafood processing" 347 | "3118","NAICS 3118 Bakeries and tortilla manufacturing" 348 | "31181","NAICS 31181 Bread and bakery product manufacturing" 349 | "311811","NAICS 311811 Retail bakeries" 350 | "311812","NAICS 311812 Commercial bakeries" 351 | "311813","NAICS 311813 Frozen cakes and other pastries manufacturing" 352 | "31182","NAICS 31182 Cookie, cracker, and pasta manufacturing" 353 | "311821","NAICS 311821 Cookie and cracker manufacturing" 354 | "311822","NAICS07 311822 Mixes and dough made from purchased flour" 355 | "311823","NAICS07 311823 Dry pasta manufacturing" 356 | "311824","NAICS 311824 Pasta, dough and mixes from purchased flour" 357 | "31183","NAICS 31183 Tortilla manufacturing" 358 | "311830","NAICS 311830 Tortilla manufacturing" 359 | "3119","NAICS 3119 Other food manufacturing" 360 | "31191","NAICS 31191 Snack food manufacturing" 361 | "311911","NAICS 311911 Roasted nuts and peanut butter manufacturing" 362 | "311919","NAICS 311919 Other snack food manufacturing" 363 | "31192","NAICS 31192 Coffee and tea manufacturing" 364 | "311920","NAICS 311920 Coffee and tea manufacturing" 365 | "31193","NAICS 31193 Flavoring syrup and concentrate manufacturing" 366 | "311930","NAICS 311930 Flavoring syrup and concentrate manufacturing" 367 | "31194","NAICS 31194 Seasoning and dressing manufacturing" 368 | "311941","NAICS 311941 Mayonnaise, dressing, and sauce manufacturing" 369 | "311942","NAICS 311942 Spice and extract manufacturing" 370 | "31199","NAICS 31199 All other food manufacturing" 371 | "311991","NAICS 311991 Perishable prepared food manufacturing" 372 | "311999","NAICS 311999 All other miscellaneous food manufacturing" 373 | "312","NAICS 312 Beverage and tobacco product manufacturing" 374 | "3121","NAICS 3121 Beverage manufacturing" 375 | "31211","NAICS 31211 Soft drink and ice manufacturing" 376 | "312111","NAICS 312111 Soft drink manufacturing" 377 | "312112","NAICS 312112 Bottled water manufacturing" 378 | "312113","NAICS 312113 Ice manufacturing" 379 | "31212","NAICS 31212 Breweries" 380 | "312120","NAICS 312120 Breweries" 381 | "31213","NAICS 31213 Wineries" 382 | "312130","NAICS 312130 Wineries" 383 | "31214","NAICS 31214 Distilleries" 384 | "312140","NAICS 312140 Distilleries" 385 | "3122","NAICS 3122 Tobacco manufacturing" 386 | "31221","NAICS07 31221 Tobacco stemming and redrying" 387 | "312210","NAICS07 312210 Tobacco stemming and redrying" 388 | "31222","NAICS07 31222 Tobacco product manufacturing" 389 | "312221","NAICS07 312221 Cigarette manufacturing" 390 | "312229","NAICS07 312229 Other tobacco product manufacturing" 391 | "31223","NAICS 31223 Tobacco manufacturing" 392 | "312230","NAICS 312230 Tobacco manufacturing" 393 | "313","NAICS 313 Textile mills" 394 | "3131","NAICS 3131 Fiber, yarn, and thread mills" 395 | "31311","NAICS 31311 Fiber, yarn, and thread mills" 396 | "313110","NAICS 313110 Fiber, yarn, and thread mills" 397 | "313111","NAICS07 313111 Yarn spinning mills" 398 | "313112","NAICS07 313112 Yarn texturizing and twisting mills" 399 | "313113","NAICS07 313113 Thread mills" 400 | "3132","NAICS 3132 Fabric mills" 401 | "31321","NAICS 31321 Broadwoven fabric mills" 402 | "313210","NAICS 313210 Broadwoven fabric mills" 403 | "31322","NAICS 31322 Narrow fabric mills and schiffli embroidery" 404 | "313220","NAICS 313220 Narrow fabric mills and schiffli embroidery" 405 | "313221","NAICS07 313221 Narrow fabric mills" 406 | "313222","NAICS07 313222 Schiffli machine embroidery" 407 | "31323","NAICS 31323 Nonwoven fabric mills" 408 | "313230","NAICS 313230 Nonwoven fabric mills" 409 | "31324","NAICS 31324 Knit fabric mills" 410 | "313240","NAICS 313240 Knit fabric mills" 411 | "313241","NAICS07 313241 Weft knit fabric mills" 412 | "313249","NAICS07 313249 Other knit fabric and lace mills" 413 | "3133","NAICS 3133 Textile and fabric finishing mills" 414 | "31331","NAICS 31331 Textile and fabric finishing mills" 415 | "313310","NAICS 313310 Textile and fabric finishing mills" 416 | "313311","NAICS07 313311 Broadwoven fabric finishing mills" 417 | "313312","NAICS07 313312 Other textile and fabric finishing mills" 418 | "31332","NAICS 31332 Fabric coating mills" 419 | "313320","NAICS 313320 Fabric coating mills" 420 | "314","NAICS 314 Textile product mills" 421 | "3141","NAICS 3141 Textile furnishings mills" 422 | "31411","NAICS 31411 Carpet and rug mills" 423 | "314110","NAICS 314110 Carpet and rug mills" 424 | "31412","NAICS 31412 Curtain and linen mills" 425 | "314120","NAICS 314120 Curtain and linen mills" 426 | "314121","NAICS07 314121 Curtain and drapery mills" 427 | "314129","NAICS07 314129 Other household textile product mills" 428 | "3149","NAICS 3149 Other textile product mills" 429 | "31491","NAICS 31491 Textile bag and canvas mills" 430 | "314910","NAICS 314910 Textile bag and canvas mills" 431 | "314911","NAICS07 314911 Textile bag mills" 432 | "314912","NAICS07 314912 Canvas and related product mills" 433 | "31499","NAICS 31499 All other textile product mills" 434 | "314991","NAICS07 314991 Rope, cordage, and twine mills" 435 | "314992","NAICS07 314992 Tire cord and tire fabric mills" 436 | "314994","NAICS 314994 Rope, twine, tire cord and tire fabric mills" 437 | "314999","NAICS 314999 All other miscellaneous textile product mills" 438 | "315","NAICS 315 Apparel manufacturing" 439 | "3151","NAICS 3151 Apparel knitting mills" 440 | "31511","NAICS 31511 Hosiery and sock mills" 441 | "315110","NAICS 315110 Hosiery and sock mills" 442 | "315111","NAICS07 315111 Sheer hosiery mills" 443 | "315119","NAICS07 315119 Other hosiery and sock mills" 444 | "31519","NAICS 31519 Other apparel knitting mills" 445 | "315190","NAICS 315190 Other apparel knitting mills" 446 | "315191","NAICS07 315191 Outerwear knitting mills" 447 | "315192","NAICS07 315192 Underwear and nightwear knitting mills" 448 | "3152","NAICS 3152 Cut and sew apparel manufacturing" 449 | "31521","NAICS 31521 Cut and sew apparel contractors" 450 | "315210","NAICS 315210 Cut and sew apparel contractors" 451 | "315211","NAICS07 315211 Men's and boys' apparel contractors" 452 | "315212","NAICS07 315212 Women's, girls', infants' apparel contractors" 453 | "31522","NAICS 31522 Men's and boys' cut and sew apparel mfg" 454 | "315220","NAICS 315220 Men's and boys' cut and sew apparel mfg" 455 | "315221","NAICS07 315221 Men's and boys' underwear and nightwear mfg" 456 | "315222","NAICS07 315222 Men's and boys' suit, coat, and overcoat mfg" 457 | "315223","NAICS07 315223 Men's and boys' shirt, except work shirt, mfg" 458 | "315224","NAICS07 315224 Men's and boys' pants, except work pants, mfg" 459 | "315225","NAICS07 315225 Men's and boys' work clothing manufacturing" 460 | "315228","NAICS07 315228 Other men's and boys' outerwear manufacturing" 461 | "31523","NAICS07 31523 Women's and girls' cut and sew apparel mfg" 462 | "315231","NAICS07 315231 Women's and girls' lingerie and nightwear mfg" 463 | "315232","NAICS07 315232 Women's and girls' blouse and shirt mfg" 464 | "315233","NAICS07 315233 Women's and girls' dress manufacturing" 465 | "315234","NAICS07 315234 Women's and girls' suit, coat, and skirt mfg" 466 | "315239","NAICS07 315239 Other women's and girls' outerwear mfg" 467 | "31524","NAICS 31524 Women's, girls', infants' cut-sew apparel mfg" 468 | "315240","NAICS 315240 Women's, girls', infants' cut-sew apparel mfg" 469 | "31528","NAICS 31528 Other cut and sew apparel manufacturing" 470 | "315280","NAICS 315280 Other cut and sew apparel manufacturing" 471 | "31529","NAICS07 31529 Other cut and sew apparel manufacturing" 472 | "315291","NAICS07 315291 Infants' cut and sew apparel manufacturing" 473 | "315292","NAICS07 315292 Fur and leather apparel manufacturing" 474 | "315299","NAICS07 315299 All other cut and sew apparel manufacturing" 475 | "3159","NAICS 3159 Accessories and other apparel manufacturing" 476 | "31599","NAICS 31599 Accessories and other apparel manufacturing" 477 | "315990","NAICS 315990 Accessories and other apparel manufacturing" 478 | "315991","NAICS07 315991 Hat, cap, and millinery manufacturing" 479 | "315992","NAICS07 315992 Glove and mitten manufacturing" 480 | "315993","NAICS07 315993 Men's and boys' neckwear manufacturing" 481 | "315999","NAICS07 315999 All other accessory and apparel manufacturing" 482 | "316","NAICS 316 Leather and allied product manufacturing" 483 | "3161","NAICS 3161 Leather and hide tanning and finishing" 484 | "31611","NAICS 31611 Leather and hide tanning and finishing" 485 | "316110","NAICS 316110 Leather and hide tanning and finishing" 486 | "3162","NAICS 3162 Footwear manufacturing" 487 | "31621","NAICS 31621 Footwear manufacturing" 488 | "316210","NAICS 316210 Footwear manufacturing" 489 | "316211","NAICS07 316211 Rubber and plastics footwear manufacturing" 490 | "316212","NAICS07 316212 House slipper manufacturing" 491 | "316213","NAICS07 316213 Men's nonathletic footwear manufacturing" 492 | "316214","NAICS07 316214 Women's nonathletic footwear manufacturing" 493 | "316219","NAICS07 316219 Other footwear manufacturing" 494 | "3169","NAICS 3169 Other leather product manufacturing" 495 | "31699","NAICS 31699 Other leather product manufacturing" 496 | "316991","NAICS07 316991 Luggage manufacturing" 497 | "316992","NAICS 316992 Women's handbag and purse manufacturing" 498 | "316993","NAICS07 316993 Other personal leather good manufacturing" 499 | "316998","NAICS 316998 All other leather and allied good mfg." 500 | "316999","NAICS07 316999 All other leather and allied good mfg." 501 | "321","NAICS 321 Wood product manufacturing" 502 | "3211","NAICS 3211 Sawmills and wood preservation" 503 | "32111","NAICS 32111 Sawmills and wood preservation" 504 | "321113","NAICS 321113 Sawmills" 505 | "321114","NAICS 321114 Wood preservation" 506 | "3212","NAICS 3212 Plywood and engineered wood product mfg." 507 | "32121","NAICS 32121 Plywood and engineered wood product mfg." 508 | "321211","NAICS 321211 Hardwood veneer and plywood manufacturing" 509 | "321212","NAICS 321212 Softwood veneer and plywood manufacturing" 510 | "321213","NAICS 321213 Engineered wood member manufacturing" 511 | "321214","NAICS 321214 Truss manufacturing" 512 | "321219","NAICS 321219 Reconstituted wood product manufacturing" 513 | "3219","NAICS 3219 Other wood product manufacturing" 514 | "32191","NAICS 32191 Millwork" 515 | "321911","NAICS 321911 Wood window and door manufacturing" 516 | "321912","NAICS 321912 Cut stock, resawing lumber, and planing" 517 | "321918","NAICS 321918 Other millwork, including flooring" 518 | "32192","NAICS 32192 Wood container and pallet manufacturing" 519 | "321920","NAICS 321920 Wood container and pallet manufacturing" 520 | "32199","NAICS 32199 All other wood product manufacturing" 521 | "321991","NAICS 321991 Manufactured home, mobile home, manufacturing" 522 | "321992","NAICS 321992 Prefabricated wood building manufacturing" 523 | "321999","NAICS 321999 Miscellaneous wood product manufacturing" 524 | "322","NAICS 322 Paper manufacturing" 525 | "3221","NAICS 3221 Pulp, paper, and paperboard mills" 526 | "32211","NAICS 32211 Pulp mills" 527 | "322110","NAICS 322110 Pulp mills" 528 | "32212","NAICS 32212 Paper mills" 529 | "322121","NAICS 322121 Paper, except newsprint, mills" 530 | "322122","NAICS 322122 Newsprint mills" 531 | "32213","NAICS 32213 Paperboard mills" 532 | "322130","NAICS 322130 Paperboard mills" 533 | "3222","NAICS 3222 Converted paper product manufacturing" 534 | "32221","NAICS 32221 Paperboard container manufacturing" 535 | "322211","NAICS 322211 Corrugated and solid fiber box manufacturing" 536 | "322212","NAICS 322212 Folding paperboard box manufacturing" 537 | "322213","NAICS07 322213 Setup paperboard box manufacturing" 538 | "322214","NAICS07 322214 Fiber can, tube, and drum manufacturing" 539 | "322215","NAICS07 322215 Nonfolding sanitary food container mfg." 540 | "322219","NAICS 322219 Other paperboard container manufacturing" 541 | "32222","NAICS 32222 Paper bag and coated and treated paper mfg." 542 | "322220","NAICS 322220 Paper bag and coated and treated paper mfg." 543 | "322221","NAICS07 322221 Coated and laminated packaging paper mfg." 544 | "322222","NAICS07 322222 Coated and laminated paper manufacturing" 545 | "322223","NAICS07 322223 Coated paper bag and pouch manufacturing" 546 | "322224","NAICS07 322224 Uncoated paper and multiwall bag mfg." 547 | "322225","NAICS07 322225 Flexible packaging foil manufacturing" 548 | "322226","NAICS07 322226 Surface-coated paperboard manufacturing" 549 | "32223","NAICS 32223 Stationery product manufacturing" 550 | "322230","NAICS 322230 Stationery product manufacturing" 551 | "322231","NAICS07 322231 Die-cut paper office supplies manufacturing" 552 | "322232","NAICS07 322232 Envelope manufacturing" 553 | "322233","NAICS07 322233 Stationery and related product manufacturing" 554 | "32229","NAICS 32229 Other converted paper product manufacturing" 555 | "322291","NAICS 322291 Sanitary paper product manufacturing" 556 | "322299","NAICS 322299 All other converted paper product mfg." 557 | "323","NAICS 323 Printing and related support activities" 558 | "3231","NAICS 3231 Printing and related support activities" 559 | "32311","NAICS 32311 Printing" 560 | "323110","NAICS07 323110 Commercial lithographic printing" 561 | "323111","NAICS 323111 Commercial printing, except screen and books" 562 | "323112","NAICS07 323112 Commercial flexographic printing" 563 | "323113","NAICS 323113 Commercial screen printing" 564 | "323114","NAICS07 323114 Quick printing" 565 | "323115","NAICS07 323115 Digital printing" 566 | "323116","NAICS07 323116 Manifold business forms printing" 567 | "323117","NAICS 323117 Books printing" 568 | "323118","NAICS07 323118 Blankbook and looseleaf binder manufacturing" 569 | "323119","NAICS07 323119 Other commercial printing" 570 | "32312","NAICS 32312 Support activities for printing" 571 | "323120","NAICS 323120 Support activities for printing" 572 | "323121","NAICS07 323121 Tradebinding and related work" 573 | "323122","NAICS07 323122 Prepress services" 574 | "324","NAICS 324 Petroleum and coal products manufacturing" 575 | "3241","NAICS 3241 Petroleum and coal products manufacturing" 576 | "32411","NAICS 32411 Petroleum refineries" 577 | "324110","NAICS 324110 Petroleum refineries" 578 | "32412","NAICS 32412 Asphalt paving and roofing materials mfg." 579 | "324121","NAICS 324121 Asphalt paving mixture and block mfg." 580 | "324122","NAICS 324122 Asphalt shingle and coating materials mfg." 581 | "32419","NAICS 32419 Other petroleum and coal products mfg." 582 | "324191","NAICS 324191 Petroleum lubricating oil and grease mfg." 583 | "324199","NAICS 324199 All other petroleum and coal products mfg." 584 | "325","NAICS 325 Chemical manufacturing" 585 | "3251","NAICS 3251 Basic chemical manufacturing" 586 | "32511","NAICS 32511 Petrochemical manufacturing" 587 | "325110","NAICS 325110 Petrochemical manufacturing" 588 | "32512","NAICS 32512 Industrial gas manufacturing" 589 | "325120","NAICS 325120 Industrial gas manufacturing" 590 | "32513","NAICS 32513 Synthetic dye and pigment manufacturing" 591 | "325130","NAICS 325130 Synthetic dye and pigment manufacturing" 592 | "325131","NAICS07 325131 Inorganic dye and pigment manufacturing" 593 | "325132","NAICS07 325132 Synthetic organic dye and pigment mfg." 594 | "32518","NAICS 32518 Other basic inorganic chemical manufacturing" 595 | "325180","NAICS 325180 Other basic inorganic chemical manufacturing" 596 | "325181","NAICS07 325181 Alkalies and chlorine manufacturing" 597 | "325182","NAICS07 325182 Carbon black manufacturing" 598 | "325188","NAICS07 325188 All other basic inorganic chemical mfg." 599 | "32519","NAICS 32519 Other basic organic chemical manufacturing" 600 | "325191","NAICS07 325191 Gum and wood chemical manufacturing" 601 | "325192","NAICS07 325192 Cyclic crude and intermediate manufacturing" 602 | "325193","NAICS 325193 Ethyl alcohol manufacturing" 603 | "325194","NAICS 325194 Cyclic crude, intermediate, wood chemical mfg" 604 | "325199","NAICS 325199 All other basic organic chemical mfg." 605 | "3252","NAICS 3252 Resin, rubber, and artificial fibers mfg." 606 | "32521","NAICS 32521 Resin and synthetic rubber manufacturing" 607 | "325211","NAICS 325211 Plastics material and resin manufacturing" 608 | "325212","NAICS 325212 Synthetic rubber manufacturing" 609 | "32522","NAICS 32522 Artificial fibers and filaments manufacturing" 610 | "325220","NAICS 325220 Artificial fibers and filaments manufacturing" 611 | "325221","NAICS07 325221 Cellulosic organic fiber manufacturing" 612 | "325222","NAICS07 325222 Noncellulosic organic fiber manufacturing" 613 | "3253","NAICS 3253 Agricultural chemical manufacturing" 614 | "32531","NAICS 32531 Fertilizer manufacturing" 615 | "325311","NAICS 325311 Nitrogenous fertilizer manufacturing" 616 | "325312","NAICS 325312 Phosphatic fertilizer manufacturing" 617 | "325314","NAICS 325314 Fertilizer, mixing only, manufacturing" 618 | "32532","NAICS 32532 Pesticide and other ag. chemical mfg." 619 | "325320","NAICS 325320 Pesticide and other ag. chemical mfg." 620 | "3254","NAICS 3254 Pharmaceutical and medicine manufacturing" 621 | "32541","NAICS 32541 Pharmaceutical and medicine manufacturing" 622 | "325411","NAICS 325411 Medicinal and botanical manufacturing" 623 | "325412","NAICS 325412 Pharmaceutical preparation manufacturing" 624 | "325413","NAICS 325413 In-vitro diagnostic substance manufacturing" 625 | "325414","NAICS 325414 Other biological product manufacturing" 626 | "3255","NAICS 3255 Paint, coating, and adhesive manufacturing" 627 | "32551","NAICS 32551 Paint and coating manufacturing" 628 | "325510","NAICS 325510 Paint and coating manufacturing" 629 | "32552","NAICS 32552 Adhesive manufacturing" 630 | "325520","NAICS 325520 Adhesive manufacturing" 631 | "3256","NAICS 3256 Soap, cleaning compound, and toiletry mfg." 632 | "32561","NAICS 32561 Soap and cleaning compound manufacturing" 633 | "325611","NAICS 325611 Soap and other detergent manufacturing" 634 | "325612","NAICS 325612 Polish and other sanitation good mfg." 635 | "325613","NAICS 325613 Surface active agent manufacturing" 636 | "32562","NAICS 32562 Toilet preparation manufacturing" 637 | "325620","NAICS 325620 Toilet preparation manufacturing" 638 | "3259","NAICS 3259 Other chemical product and preparation mfg." 639 | "32591","NAICS 32591 Printing ink manufacturing" 640 | "325910","NAICS 325910 Printing ink manufacturing" 641 | "32592","NAICS 32592 Explosives manufacturing" 642 | "325920","NAICS 325920 Explosives manufacturing" 643 | "32599","NAICS 32599 All other chemical preparation manufacturing" 644 | "325991","NAICS 325991 Custom compounding of purchased resins" 645 | "325992","NAICS 325992 Photographic film and chemical manufacturing" 646 | "325998","NAICS 325998 Other miscellaneous chemical product mfg." 647 | "326","NAICS 326 Plastics and rubber products manufacturing" 648 | "3261","NAICS 3261 Plastics product manufacturing" 649 | "32611","NAICS 32611 Plastics packaging materials, film and sheet" 650 | "326111","NAICS 326111 Plastics bag and pouch manufacturing" 651 | "326112","NAICS 326112 Plastics packaging film and sheet mfg." 652 | "326113","NAICS 326113 Nonpackaging plastics film and sheet mfg." 653 | "32612","NAICS 32612 Plastics pipe, fittings, and profile shapes" 654 | "326121","NAICS 326121 Unlaminated plastics profile shape mfg." 655 | "326122","NAICS 326122 Plastics pipe and pipe fitting manufacturing" 656 | "32613","NAICS 32613 Laminated plastics plate, sheet, and shapes" 657 | "326130","NAICS 326130 Laminated plastics plate, sheet, and shapes" 658 | "32614","NAICS 32614 Polystyrene foam product manufacturing" 659 | "326140","NAICS 326140 Polystyrene foam product manufacturing" 660 | "32615","NAICS 32615 Urethane and other foam product manufacturing" 661 | "326150","NAICS 326150 Urethane and other foam product manufacturing" 662 | "32616","NAICS 32616 Plastics bottle manufacturing" 663 | "326160","NAICS 326160 Plastics bottle manufacturing" 664 | "32619","NAICS 32619 Other plastics product manufacturing" 665 | "326191","NAICS 326191 Plastics plumbing fixture manufacturing" 666 | "326192","NAICS07 326192 Resilient floor covering manufacturing" 667 | "326199","NAICS 326199 All other plastics product manufacturing" 668 | "3262","NAICS 3262 Rubber product manufacturing" 669 | "32621","NAICS 32621 Tire manufacturing" 670 | "326211","NAICS 326211 Tire manufacturing, except retreading" 671 | "326212","NAICS 326212 Tire retreading" 672 | "32622","NAICS 32622 Rubber and plastics hose and belting mfg." 673 | "326220","NAICS 326220 Rubber and plastics hose and belting mfg." 674 | "32629","NAICS 32629 Other rubber product manufacturing" 675 | "326291","NAICS 326291 Rubber product mfg. for mechanical use" 676 | "326299","NAICS 326299 All other rubber product manufacturing" 677 | "327","NAICS 327 Nonmetallic mineral product manufacturing" 678 | "3271","NAICS 3271 Clay product and refractory manufacturing" 679 | "32711","NAICS 32711 Pottery, ceramics, and plumbing fixture mfg" 680 | "327110","NAICS 327110 Pottery, ceramics, and plumbing fixture mfg" 681 | "327111","NAICS07 327111 Vitreous china plumbing fixture manufacturing" 682 | "327112","NAICS07 327112 Vitreous china and earthenware articles mfg." 683 | "327113","NAICS07 327113 Porcelain electrical supply manufacturing" 684 | "32712","NAICS 32712 Clay building material and refractories mfg." 685 | "327120","NAICS 327120 Clay building material and refractories mfg" 686 | "327121","NAICS07 327121 Brick and structural clay tile manufacturing" 687 | "327122","NAICS07 327122 Ceramic wall and floor tile manufacturing" 688 | "327123","NAICS07 327123 Other structural clay product manufacturing" 689 | "327124","NAICS07 327124 Clay refractory manufacturing" 690 | "327125","NAICS07 327125 Nonclay refractory manufacturing" 691 | "3272","NAICS 3272 Glass and glass product manufacturing" 692 | "32721","NAICS 32721 Glass and glass product manufacturing" 693 | "327211","NAICS 327211 Flat glass manufacturing" 694 | "327212","NAICS 327212 Other pressed and blown glass and glassware" 695 | "327213","NAICS 327213 Glass container manufacturing" 696 | "327215","NAICS 327215 Glass product mfg. made of purchased glass" 697 | "3273","NAICS 3273 Cement and concrete product manufacturing" 698 | "32731","NAICS 32731 Cement manufacturing" 699 | "327310","NAICS 327310 Cement manufacturing" 700 | "32732","NAICS 32732 Ready-mix concrete manufacturing" 701 | "327320","NAICS 327320 Ready-mix concrete manufacturing" 702 | "32733","NAICS 32733 Concrete pipe, brick, and block manufacturing" 703 | "327331","NAICS 327331 Concrete block and brick manufacturing" 704 | "327332","NAICS 327332 Concrete pipe manufacturing" 705 | "32739","NAICS 32739 Other concrete product manufacturing" 706 | "327390","NAICS 327390 Other concrete product manufacturing" 707 | "3274","NAICS 3274 Lime and gypsum product manufacturing" 708 | "32741","NAICS 32741 Lime manufacturing" 709 | "327410","NAICS 327410 Lime manufacturing" 710 | "32742","NAICS 32742 Gypsum product manufacturing" 711 | "327420","NAICS 327420 Gypsum product manufacturing" 712 | "3279","NAICS 3279 Other nonmetallic mineral products" 713 | "32791","NAICS 32791 Abrasive product manufacturing" 714 | "327910","NAICS 327910 Abrasive product manufacturing" 715 | "32799","NAICS 32799 All other nonmetallic mineral products mfg." 716 | "327991","NAICS 327991 Cut stone and stone product manufacturing" 717 | "327992","NAICS 327992 Ground or treated minerals and earths mfg." 718 | "327993","NAICS 327993 Mineral wool manufacturing" 719 | "327999","NAICS 327999 Miscellaneous nonmetallic mineral products" 720 | "331","NAICS 331 Primary metal manufacturing" 721 | "3311","NAICS 3311 Iron and steel mills and ferroalloy mfg." 722 | "33111","NAICS 33111 Iron and steel mills and ferroalloy mfg." 723 | "331110","NAICS 331110 Iron and steel mills and ferroalloy mfg." 724 | "331111","NAICS07 331111 Iron and steel mills" 725 | "331112","NAICS07 331112 Ferroalloy and related product manufacturing" 726 | "3312","NAICS 3312 Steel product mfg. from purchased steel" 727 | "33121","NAICS 33121 Iron, steel pipe and tube from purchase steel" 728 | "331210","NAICS 331210 Iron, steel pipe and tube from purchase steel" 729 | "33122","NAICS 33122 Rolling and drawing of purchased steel" 730 | "331221","NAICS 331221 Rolled steel shape manufacturing" 731 | "331222","NAICS 331222 Steel wire drawing" 732 | "3313","NAICS 3313 Alumina and aluminum production" 733 | "33131","NAICS 33131 Alumina and aluminum production" 734 | "331311","NAICS07 331311 Alumina refining" 735 | "331312","NAICS07 331312 Primary aluminum production" 736 | "331313","NAICS 331313 Alumina refining, primary aluminum production" 737 | "331314","NAICS 331314 Secondary smelting and alloying of aluminum" 738 | "331315","NAICS 331315 Aluminum sheet, plate, and foil manufacturing" 739 | "331316","NAICS07 331316 Aluminum extruded product manufacturing" 740 | "331318","NAICS 331318 Other aluminum rolling, drawing and extruding" 741 | "331319","NAICS07 331319 Other aluminum rolling and drawing" 742 | "3314","NAICS 3314 Other nonferrous metal production" 743 | "33141","NAICS 33141 Other nonferrous metal production" 744 | "331410","NAICS 331410 Other nonferrous metal production" 745 | "331411","NAICS07 331411 Primary smelting and refining of copper" 746 | "331419","NAICS07 331419 Primary nonferrous metal, except cu and al" 747 | "33142","NAICS 33142 Rolled, drawn, extruded, and alloyed copper" 748 | "331420","NAICS 331420 Rolled, drawn, extruded, and alloyed copper" 749 | "331421","NAICS07 331421 Copper rolling, drawing, and extruding" 750 | "331422","NAICS07 331422 Copper wire, except mechanical, drawing" 751 | "331423","NAICS07 331423 Secondary processing of copper" 752 | "33149","NAICS 33149 Nonferrous metal, except Cu and Al, shaping" 753 | "331491","NAICS 331491 Nonferrous metal, except Cu and Al, shaping" 754 | "331492","NAICS 331492 Secondary processing of other nonferrous" 755 | "3315","NAICS 3315 Foundries" 756 | "33151","NAICS 33151 Ferrous metal foundries" 757 | "331511","NAICS 331511 Iron foundries" 758 | "331512","NAICS 331512 Steel investment foundries" 759 | "331513","NAICS 331513 Steel foundries, except investment" 760 | "33152","NAICS 33152 Nonferrous metal foundries" 761 | "331521","NAICS07 331521 Aluminum die-casting foundries" 762 | "331522","NAICS07 331522 Nonferrous, except al, die-casting foundries" 763 | "331523","NAICS 331523 Nonferrous metal die-casting foundries" 764 | "331524","NAICS 331524 Aluminum foundries, except die-casting" 765 | "331525","NAICS07 331525 Copper foundries, except die-casting" 766 | "331528","NAICS07 331528 Other nonferrous foundries, exc. die-casting" 767 | "331529","NAICS 331529 Other nonferrous foundries, exc. die-casting" 768 | "332","NAICS 332 Fabricated metal product manufacturing" 769 | "3321","NAICS 3321 Forging and stamping" 770 | "33211","NAICS 33211 Forging and stamping" 771 | "332111","NAICS 332111 Iron and steel forging" 772 | "332112","NAICS 332112 Nonferrous forging" 773 | "332114","NAICS 332114 Custom roll forming" 774 | "332115","NAICS07 332115 Crown and closure manufacturing" 775 | "332116","NAICS07 332116 Metal stamping" 776 | "332117","NAICS 332117 Powder metallurgy part manufacturing" 777 | "332119","NAICS 332119 Other metal stamping, except automotive" 778 | "3322","NAICS 3322 Cutlery and handtool manufacturing" 779 | "33221","NAICS 33221 Cutlery and handtool manufacturing" 780 | "332211","NAICS07 332211 Cutlery and flatware, except precious, mfg." 781 | "332212","NAICS07 332212 Hand and edge tool manufacturing" 782 | "332213","NAICS07 332213 Saw blade and handsaw manufacturing" 783 | "332214","NAICS07 332214 Kitchen utensil, pot, and pan manufacturing" 784 | "332215","NAICS 332215 Metal cookware, cutlery and flatware mfg" 785 | "332216","NAICS 332216 Saw blade and handtool manufacturing" 786 | "3323","NAICS 3323 Architectural and structural metals mfg." 787 | "33231","NAICS 33231 Plate work and fabricated structural products" 788 | "332311","NAICS 332311 Prefabricated metal buildings and components" 789 | "332312","NAICS 332312 Fabricated structural metal manufacturing" 790 | "332313","NAICS 332313 Plate work manufacturing" 791 | "33232","NAICS 33232 Ornamental and architectural metal products" 792 | "332321","NAICS 332321 Metal window and door manufacturing" 793 | "332322","NAICS 332322 Sheet metal work manufacturing" 794 | "332323","NAICS 332323 Ornamental and architectural metal work mfg." 795 | "3324","NAICS 3324 Boiler, tank, and shipping container mfg." 796 | "33241","NAICS 33241 Power boiler and heat exchanger manufacturing" 797 | "332410","NAICS 332410 Power boiler and heat exchanger manufacturing" 798 | "33242","NAICS 33242 Metal tank, heavy gauge, manufacturing" 799 | "332420","NAICS 332420 Metal tank, heavy gauge, manufacturing" 800 | "33243","NAICS 33243 Metal can, box, and other container mfg." 801 | "332431","NAICS 332431 Metal can manufacturing" 802 | "332439","NAICS 332439 Other metal container manufacturing" 803 | "3325","NAICS 3325 Hardware manufacturing" 804 | "33251","NAICS 33251 Hardware manufacturing" 805 | "332510","NAICS 332510 Hardware manufacturing" 806 | "3326","NAICS 3326 Spring and wire product manufacturing" 807 | "33261","NAICS 33261 Spring and wire product manufacturing" 808 | "332611","NAICS07 332611 Spring, heavy gauge, manufacturing" 809 | "332612","NAICS07 332612 Spring, light gauge, manufacturing" 810 | "332613","NAICS 332613 Spring manufacturing" 811 | "332618","NAICS 332618 Other fabricated wire product manufacturing" 812 | "3327","NAICS 3327 Machine shops and threaded product mfg." 813 | "33271","NAICS 33271 Machine shops" 814 | "332710","NAICS 332710 Machine shops" 815 | "33272","NAICS 33272 Turned product and screw, nut, and bolt mfg." 816 | "332721","NAICS 332721 Precision turned product manufacturing" 817 | "332722","NAICS 332722 Bolt, nut, screw, rivet, and washer mfg." 818 | "3328","NAICS 3328 Coating, engraving, and heat treating metals" 819 | "33281","NAICS 33281 Coating, engraving, and heat treating metals" 820 | "332811","NAICS 332811 Metal heat treating" 821 | "332812","NAICS 332812 Metal coating and nonprecious engraving" 822 | "332813","NAICS 332813 Electroplating, anodizing, and coloring metal" 823 | "3329","NAICS 3329 Other fabricated metal product manufacturing" 824 | "33291","NAICS 33291 Metal valve manufacturing" 825 | "332911","NAICS 332911 Industrial valve manufacturing" 826 | "332912","NAICS 332912 Fluid power valve and hose fitting mfg." 827 | "332913","NAICS 332913 Plumbing fixture fitting and trim mfg." 828 | "332919","NAICS 332919 Other metal valve and pipe fitting mfg." 829 | "33299","NAICS 33299 All other fabricated metal product mfg." 830 | "332991","NAICS 332991 Ball and roller bearing manufacturing" 831 | "332992","NAICS 332992 Small arms ammunition manufacturing" 832 | "332993","NAICS 332993 Ammunition, except small arms, manufacturing" 833 | "332994","NAICS 332994 Small arms and ordnance manufacturing" 834 | "332995","NAICS07 332995 Other ordnance and accessories manufacturing" 835 | "332996","NAICS 332996 Fabricated pipe and pipe fitting mfg." 836 | "332997","NAICS07 332997 Industrial pattern manufacturing" 837 | "332998","NAICS07 332998 Enameled iron and metal sanitary ware mfg." 838 | "332999","NAICS 332999 Miscellaneous fabricated metal product mfg." 839 | "333","NAICS 333 Machinery manufacturing" 840 | "3331","NAICS 3331 Ag., construction, and mining machinery mfg." 841 | "33311","NAICS 33311 Agricultural implement manufacturing" 842 | "333111","NAICS 333111 Farm machinery and equipment manufacturing" 843 | "333112","NAICS 333112 Lawn and garden equipment manufacturing" 844 | "33312","NAICS 33312 Construction machinery manufacturing" 845 | "333120","NAICS 333120 Construction machinery manufacturing" 846 | "33313","NAICS 33313 Mining and oil and gas field machinery mfg." 847 | "333131","NAICS 333131 Mining machinery and equipment manufacturing" 848 | "333132","NAICS 333132 Oil and gas field machinery and equipment" 849 | "3332","NAICS 3332 Industrial machinery manufacturing" 850 | "33321","NAICS07 33321 Sawmill and woodworking machinery" 851 | "333210","NAICS07 333210 Sawmill and woodworking machinery" 852 | "33322","NAICS07 33322 Plastics and rubber industry machinery" 853 | "333220","NAICS07 333220 Plastics and rubber industry machinery" 854 | "33324","NAICS 33324 Industrial machinery manufacturing" 855 | "333241","NAICS 333241 Food product machinery manufacturing" 856 | "333242","NAICS 333242 Semiconductor machinery manufacturing" 857 | "333243","NAICS 333243 Sawmill, woodworking, and paper machinery mfg" 858 | "333244","NAICS 333244 Printing machinery and equipment mfg." 859 | "333249","NAICS 333249 Other industrial machinery manufacturing" 860 | "33329","NAICS07 33329 Other industrial machinery manufacturing" 861 | "333291","NAICS07 333291 Paper industry machinery manufacturing" 862 | "333292","NAICS07 333292 Textile machinery manufacturing" 863 | "333293","NAICS07 333293 Printing machinery and equipment mfg." 864 | "333294","NAICS07 333294 Food product machinery manufacturing" 865 | "333295","NAICS07 333295 Semiconductor machinery manufacturing" 866 | "333298","NAICS07 333298 All other industrial machinery manufacturing" 867 | "3333","NAICS 3333 Commercial and service industry machinery" 868 | "33331","NAICS 33331 Commercial and service industry machinery" 869 | "333311","NAICS07 333311 Automatic vending machine manufacturing" 870 | "333312","NAICS07 333312 Commercial laundry and drycleaning machinery" 871 | "333313","NAICS07 333313 Office machinery manufacturing" 872 | "333314","NAICS 333314 Optical instrument and lens manufacturing" 873 | "333315","NAICS07 333315 Photographic and photocopying equipment mfg." 874 | "333316","NAICS 333316 Photographic and photocopying equipment mfg." 875 | "333318","NAICS 333318 Other commercial and service machinery mfg." 876 | "333319","NAICS07 333319 Other commercial and service machinery mfg." 877 | "3334","NAICS 3334 HVAC and commercial refrigeration equipment" 878 | "33341","NAICS 33341 HVAC and commercial refrigeration equipment" 879 | "333411","NAICS07 333411 Air purification equipment manufacturing" 880 | "333412","NAICS07 333412 Industrial and commercial fan and blower mfg." 881 | "333413","NAICS 333413 Fan, blower, air purification equipment mfg." 882 | "333414","NAICS 333414 Heating equipment, except warm air furnaces" 883 | "333415","NAICS 333415 AC, refrigeration, and forced air heating" 884 | "3335","NAICS 3335 Metalworking machinery manufacturing" 885 | "33351","NAICS 33351 Metalworking machinery manufacturing" 886 | "333511","NAICS 333511 Industrial mold manufacturing" 887 | "333512","NAICS07 333512 Metal cutting machine tool manufacturing" 888 | "333513","NAICS07 333513 Metal forming machine tool manufacturing" 889 | "333514","NAICS 333514 Special tool, die, jig, and fixture mfg." 890 | "333515","NAICS 333515 Cutting tool and machine tool accessory mfg." 891 | "333516","NAICS07 333516 Rolling mill machinery and equipment mfg." 892 | "333517","NAICS 333517 Machine tool manufacturing" 893 | "333518","NAICS07 333518 Other metalworking machinery manufacturing" 894 | "333519","NAICS 333519 Other metalworking machinery manufacturing" 895 | "3336","NAICS 3336 Turbine and power transmission equipment mfg." 896 | "33361","NAICS 33361 Turbine and power transmission equipment mfg." 897 | "333611","NAICS 333611 Turbine and turbine generator set units mfg." 898 | "333612","NAICS 333612 Speed changer, drive, and gear manufacturing" 899 | "333613","NAICS 333613 Mechanical power transmission equipment mfg." 900 | "333618","NAICS 333618 Other engine equipment manufacturing" 901 | "3339","NAICS 3339 Other general purpose machinery manufacturing" 902 | "33391","NAICS 33391 Pump and compressor manufacturing" 903 | "333911","NAICS 333911 Pump and pumping equipment manufacturing" 904 | "333912","NAICS 333912 Air and gas compressor manufacturing" 905 | "333913","NAICS 333913 Measuring and dispensing pump manufacturing" 906 | "33392","NAICS 33392 Material handling equipment manufacturing" 907 | "333921","NAICS 333921 Elevator and moving stairway manufacturing" 908 | "333922","NAICS 333922 Conveyor and conveying equipment mfg." 909 | "333923","NAICS 333923 Overhead cranes, hoists, and monorail systems" 910 | "333924","NAICS 333924 Industrial truck, trailer, and stacker mfg." 911 | "33399","NAICS 33399 All other general purpose machinery mfg." 912 | "333991","NAICS 333991 Power-driven handtool manufacturing" 913 | "333992","NAICS 333992 Welding and soldering equipment manufacturing" 914 | "333993","NAICS 333993 Packaging machinery manufacturing" 915 | "333994","NAICS 333994 Industrial process furnace and oven mfg." 916 | "333995","NAICS 333995 Fluid power cylinder and actuator mfg." 917 | "333996","NAICS 333996 Fluid power pump and motor manufacturing" 918 | "333997","NAICS 333997 Scale and balance manufacturing" 919 | "333999","NAICS 333999 Miscellaneous general purpose machinery mfg." 920 | "334","NAICS 334 Computer and electronic product manufacturing" 921 | "3341","NAICS 3341 Computer and peripheral equipment mfg." 922 | "33411","NAICS 33411 Computer and peripheral equipment mfg." 923 | "334111","NAICS 334111 Electronic computer manufacturing" 924 | "334112","NAICS 334112 Computer storage device manufacturing" 925 | "334113","NAICS07 334113 Computer terminal manufacturing" 926 | "334118","NAICS 334118 Other computer peripheral equipment mfg" 927 | "334119","NAICS07 334119 Other computer peripheral equipment mfg." 928 | "3342","NAICS 3342 Communications equipment manufacturing" 929 | "33421","NAICS 33421 Telephone apparatus manufacturing" 930 | "334210","NAICS 334210 Telephone apparatus manufacturing" 931 | "33422","NAICS 33422 Broadcast and wireless communications equip." 932 | "334220","NAICS 334220 Broadcast and wireless communications equip." 933 | "33429","NAICS 33429 Other communications equipment manufacturing" 934 | "334290","NAICS 334290 Other communications equipment manufacturing" 935 | "3343","NAICS 3343 Audio and video equipment manufacturing" 936 | "33431","NAICS 33431 Audio and video equipment manufacturing" 937 | "334310","NAICS 334310 Audio and video equipment manufacturing" 938 | "3344","NAICS 3344 Semiconductor and electronic component mfg." 939 | "33441","NAICS 33441 Semiconductor and electronic component mfg." 940 | "334411","NAICS07 334411 Electron tube manufacturing" 941 | "334412","NAICS 334412 Bare printed circuit board manufacturing" 942 | "334413","NAICS 334413 Semiconductors and related device mfg." 943 | "334414","NAICS07 334414 Electronic capacitor manufacturing" 944 | "334415","NAICS07 334415 Electronic resistor manufacturing" 945 | "334416","NAICS 334416 Capacitor, resistor, and inductor mfg." 946 | "334417","NAICS 334417 Electronic connector manufacturing" 947 | "334418","NAICS 334418 Printed circuit assembly manufacturing" 948 | "334419","NAICS 334419 Other electronic component manufacturing" 949 | "3345","NAICS 3345 Electronic instrument manufacturing" 950 | "33451","NAICS 33451 Electronic instrument manufacturing" 951 | "334510","NAICS 334510 Electromedical apparatus manufacturing" 952 | "334511","NAICS 334511 Search, detection, and navigation instruments" 953 | "334512","NAICS 334512 Automatic environmental control manufacturing" 954 | "334513","NAICS 334513 Industrial process variable instruments" 955 | "334514","NAICS 334514 Totalizing fluid meters and counting devices" 956 | "334515","NAICS 334515 Electricity and signal testing instruments" 957 | "334516","NAICS 334516 Analytical laboratory instrument mfg." 958 | "334517","NAICS 334517 Irradiation apparatus manufacturing" 959 | "334518","NAICS07 334518 Watch, clock, and part manufacturing" 960 | "334519","NAICS 334519 Other measuring and controlling device mfg." 961 | "3346","NAICS 3346 Magnetic media manufacturing and reproducing" 962 | "33461","NAICS 33461 Magnetic media manufacturing and reproducing" 963 | "334611","NAICS07 334611 Software reproducing" 964 | "334612","NAICS07 334612 Audio and video media reproduction" 965 | "334613","NAICS 334613 Blank magnetic and optical media mfg" 966 | "334614","NAICS 334614 Software and prerecorded media reproducing" 967 | "335","NAICS 335 Electrical equipment and appliance mfg." 968 | "3351","NAICS 3351 Electric lighting equipment manufacturing" 969 | "33511","NAICS 33511 Electric lamp bulb and part manufacturing" 970 | "335110","NAICS 335110 Electric lamp bulb and part manufacturing" 971 | "33512","NAICS 33512 Lighting fixture manufacturing" 972 | "335121","NAICS 335121 Residential electric lighting fixture mfg." 973 | "335122","NAICS 335122 Nonresidential electric lighting fixture mfg." 974 | "335129","NAICS 335129 Other lighting equipment manufacturing" 975 | "3352","NAICS 3352 Household appliance manufacturing" 976 | "33521","NAICS 33521 Small electrical appliance manufacturing" 977 | "335210","NAICS 335210 Small electrical appliance manufacturing" 978 | "335211","NAICS07 335211 Electric housewares and household fan mfg." 979 | "335212","NAICS07 335212 Household vacuum cleaner manufacturing" 980 | "33522","NAICS 33522 Major appliance manufacturing" 981 | "335221","NAICS 335221 Household cooking appliance manufacturing" 982 | "335222","NAICS 335222 Household refrigerator and home freezer mfg." 983 | "335224","NAICS 335224 Household laundry equipment manufacturing" 984 | "335228","NAICS 335228 Other major household appliance manufacturing" 985 | "3353","NAICS 3353 Electrical equipment manufacturing" 986 | "33531","NAICS 33531 Electrical equipment manufacturing" 987 | "335311","NAICS 335311 Electric power and specialty transformer mfg." 988 | "335312","NAICS 335312 Motor and generator manufacturing" 989 | "335313","NAICS 335313 Switchgear and switchboard apparatus mfg." 990 | "335314","NAICS 335314 Relay and industrial control manufacturing" 991 | "3359","NAICS 3359 Other electrical equipment and component mfg." 992 | "33591","NAICS 33591 Battery manufacturing" 993 | "335911","NAICS 335911 Storage battery manufacturing" 994 | "335912","NAICS 335912 Primary battery manufacturing" 995 | "33592","NAICS 33592 Communication and energy wire and cable mfg." 996 | "335921","NAICS 335921 Fiber optic cable manufacturing" 997 | "335929","NAICS 335929 Other communication and energy wire mfg." 998 | "33593","NAICS 33593 Wiring device manufacturing" 999 | "335931","NAICS 335931 Current-carrying wiring device manufacturing" 1000 | "335932","NAICS 335932 Noncurrent-carrying wiring device mfg." 1001 | "33599","NAICS 33599 Other electrical equipment and component mfg." 1002 | "335991","NAICS 335991 Carbon and graphite product manufacturing" 1003 | "335999","NAICS 335999 Miscellaneous electrical equipment mfg." 1004 | "336","NAICS 336 Transportation equipment manufacturing" 1005 | "3361","NAICS 3361 Motor vehicle manufacturing" 1006 | "33611","NAICS 33611 Automobile and light truck manufacturing" 1007 | "336111","NAICS 336111 Automobile manufacturing" 1008 | "336112","NAICS 336112 Light truck and utility vehicle manufacturing" 1009 | "33612","NAICS 33612 Heavy duty truck manufacturing" 1010 | "336120","NAICS 336120 Heavy duty truck manufacturing" 1011 | "3362","NAICS 3362 Motor vehicle body and trailer manufacturing" 1012 | "33621","NAICS 33621 Motor vehicle body and trailer manufacturing" 1013 | "336211","NAICS 336211 Motor vehicle body manufacturing" 1014 | "336212","NAICS 336212 Truck trailer manufacturing" 1015 | "336213","NAICS 336213 Motor home manufacturing" 1016 | "336214","NAICS 336214 Travel trailer and camper manufacturing" 1017 | "3363","NAICS 3363 Motor vehicle parts manufacturing" 1018 | "33631","NAICS 33631 Motor vehicle gasoline engine and parts mfg." 1019 | "336310","NAICS 336310 Motor vehicle gasoline engine and parts mfg." 1020 | "336311","NAICS07 336311 Carburetor, piston, ring, and valve mfg." 1021 | "336312","NAICS07 336312 Gasoline engine and engine parts mfg." 1022 | "33632","NAICS 33632 Motor vehicle electric equipment mfg." 1023 | "336320","NAICS 336320 Motor vehicle electric equipment mfg." 1024 | "336321","NAICS07 336321 Vehicular lighting equipment manufacturing" 1025 | "336322","NAICS07 336322 Other motor vehicle electric equipment mfg." 1026 | "33633","NAICS 33633 Motor vehicle steering and suspension parts" 1027 | "336330","NAICS 336330 Motor vehicle steering and suspension parts" 1028 | "33634","NAICS 33634 Motor vehicle brake system manufacturing" 1029 | "336340","NAICS 336340 Motor vehicle brake system manufacturing" 1030 | "33635","NAICS 33635 Motor vehicle power train components mfg." 1031 | "336350","NAICS 336350 Motor vehicle power train components mfg." 1032 | "33636","NAICS 33636 Motor vehicle seating and interior trim mfg." 1033 | "336360","NAICS 336360 Motor vehicle seating and interior trim mfg." 1034 | "33637","NAICS 33637 Motor vehicle metal stamping" 1035 | "336370","NAICS 336370 Motor vehicle metal stamping" 1036 | "33639","NAICS 33639 Other motor vehicle parts manufacturing" 1037 | "336390","NAICS 336390 Other motor vehicle parts manufacturing" 1038 | "336391","NAICS07 336391 Motor vehicle air-conditioning manufacturing" 1039 | "336399","NAICS07 336399 All other motor vehicle parts manufacturing" 1040 | "3364","NAICS 3364 Aerospace product and parts manufacturing" 1041 | "33641","NAICS 33641 Aerospace product and parts manufacturing" 1042 | "336411","NAICS 336411 Aircraft manufacturing" 1043 | "336412","NAICS 336412 Aircraft engine and engine parts mfg." 1044 | "336413","NAICS 336413 Other aircraft parts and equipment" 1045 | "336414","NAICS 336414 Guided missile and space vehicle mfg." 1046 | "336415","NAICS 336415 Space vehicle propulsion units and parts mfg." 1047 | "336419","NAICS 336419 Other guided missile and space vehicle parts" 1048 | "3365","NAICS 3365 Railroad rolling stock manufacturing" 1049 | "33651","NAICS 33651 Railroad rolling stock manufacturing" 1050 | "336510","NAICS 336510 Railroad rolling stock manufacturing" 1051 | "3366","NAICS 3366 Ship and boat building" 1052 | "33661","NAICS 33661 Ship and boat building" 1053 | "336611","NAICS 336611 Ship building and repairing" 1054 | "336612","NAICS 336612 Boat building" 1055 | "3369","NAICS 3369 Other transportation equipment manufacturing" 1056 | "33699","NAICS 33699 Other transportation equipment manufacturing" 1057 | "336991","NAICS 336991 Motorcycle, bicycle, and parts manufacturing" 1058 | "336992","NAICS 336992 Military armored vehicles and tank parts mfg." 1059 | "336999","NAICS 336999 All other transportation equipment mfg." 1060 | "337","NAICS 337 Furniture and related product manufacturing" 1061 | "3371","NAICS 3371 Household and institutional furniture mfg." 1062 | "33711","NAICS 33711 Wood kitchen cabinet and countertop mfg." 1063 | "337110","NAICS 337110 Wood kitchen cabinet and countertop mfg." 1064 | "33712","NAICS 33712 Other household and institutional furniture" 1065 | "337121","NAICS 337121 Upholstered household furniture manufacturing" 1066 | "337122","NAICS 337122 Nonupholstered wood household furniture mfg." 1067 | "337124","NAICS 337124 Metal household furniture manufacturing" 1068 | "337125","NAICS 337125 Household furniture, exc. wood or metal, mfg." 1069 | "337127","NAICS 337127 Institutional furniture manufacturing" 1070 | "337129","NAICS07 337129 Wood tv, radio, and sewing machine housings" 1071 | "3372","NAICS 3372 Office furniture and fixtures manufacturing" 1072 | "33721","NAICS 33721 Office furniture and fixtures manufacturing" 1073 | "337211","NAICS 337211 Wood office furniture manufacturing" 1074 | "337212","NAICS 337212 Custom architectural woodwork and millwork" 1075 | "337214","NAICS 337214 Office furniture, except wood, manufacturing" 1076 | "337215","NAICS 337215 Showcases, partitions, shelving, and lockers" 1077 | "3379","NAICS 3379 Other furniture related product manufacturing" 1078 | "33791","NAICS 33791 Mattress manufacturing" 1079 | "337910","NAICS 337910 Mattress manufacturing" 1080 | "33792","NAICS 33792 Blind and shade manufacturing" 1081 | "337920","NAICS 337920 Blind and shade manufacturing" 1082 | "339","NAICS 339 Miscellaneous manufacturing" 1083 | "3391","NAICS 3391 Medical equipment and supplies manufacturing" 1084 | "33911","NAICS 33911 Medical equipment and supplies manufacturing" 1085 | "339111","NAICS02 339111 Laboratory apparatus and furniture mfg." 1086 | "339112","NAICS 339112 Surgical and medical instrument manufacturing" 1087 | "339113","NAICS 339113 Surgical appliance and supplies manufacturing" 1088 | "339114","NAICS 339114 Dental equipment and supplies manufacturing" 1089 | "339115","NAICS 339115 Ophthalmic goods manufacturing" 1090 | "339116","NAICS 339116 Dental laboratories" 1091 | "3399","NAICS 3399 Other miscellaneous manufacturing" 1092 | "33991","NAICS 33991 Jewelry and silverware manufacturing" 1093 | "339910","NAICS 339910 Jewelry and silverware manufacturing" 1094 | "339911","NAICS07 339911 Jewelry, except costume, manufacturing" 1095 | "339912","NAICS07 339912 Silverware and hollowware manufacturing" 1096 | "339913","NAICS07 339913 Jewelers' material and lapidary work mfg." 1097 | "339914","NAICS07 339914 Costume jewelry and novelty manufacturing" 1098 | "33992","NAICS 33992 Sporting and athletic goods manufacturing" 1099 | "339920","NAICS 339920 Sporting and athletic goods manufacturing" 1100 | "33993","NAICS 33993 Doll, toy, and game manufacturing" 1101 | "339930","NAICS 339930 Doll, toy, and game manufacturing" 1102 | "339931","NAICS07 339931 Doll and stuffed toy manufacturing" 1103 | "339932","NAICS07 339932 Game, toy, and children's vehicle mfg." 1104 | "33994","NAICS 33994 Office supplies, except paper, manufacturing" 1105 | "339940","NAICS 339940 Office supplies, except paper, manufacturing" 1106 | "339941","NAICS07 339941 Pen and mechanical pencil manufacturing" 1107 | "339942","NAICS07 339942 Lead pencil and art good manufacturing" 1108 | "339943","NAICS07 339943 Marking device manufacturing" 1109 | "339944","NAICS07 339944 Carbon paper and inked ribbon manufacturing" 1110 | "33995","NAICS 33995 Sign manufacturing" 1111 | "339950","NAICS 339950 Sign manufacturing" 1112 | "33999","NAICS 33999 All other miscellaneous manufacturing" 1113 | "339991","NAICS 339991 Gasket, packing, and sealing device mfg." 1114 | "339992","NAICS 339992 Musical instrument manufacturing" 1115 | "339993","NAICS 339993 Fastener, button, needle, and pin mfg." 1116 | "339994","NAICS 339994 Broom, brush, and mop manufacturing" 1117 | "339995","NAICS 339995 Burial casket manufacturing" 1118 | "339999","NAICS 339999 All other miscellaneous manufacturing" 1119 | "22","NAICS 22 Utilities" 1120 | "221","NAICS 221 Utilities" 1121 | "2211","NAICS 2211 Power generation and supply" 1122 | "22111","NAICS 22111 Electric power generation" 1123 | "221111","NAICS 221111 Hydroelectric power generation" 1124 | "221112","NAICS 221112 Fossil fuel electric power generation" 1125 | "221113","NAICS 221113 Nuclear electric power generation" 1126 | "221114","NAICS 221114 Solar electric power generation" 1127 | "221115","NAICS 221115 Wind electric power generation" 1128 | "221116","NAICS 221116 Geothermal electric power generation" 1129 | "221117","NAICS 221117 Biomass electric power generation" 1130 | "221118","NAICS 221118 Other electric power generation" 1131 | "221119","NAICS07 221119 Other electric power generation" 1132 | "22112","NAICS 22112 Electric power transmission and distribution" 1133 | "221121","NAICS 221121 Electric bulk power transmission and control" 1134 | "221122","NAICS 221122 Electric power distribution" 1135 | "2212","NAICS 2212 Natural gas distribution" 1136 | "22121","NAICS 22121 Natural gas distribution" 1137 | "221210","NAICS 221210 Natural gas distribution" 1138 | "2213","NAICS 2213 Water, sewage and other systems" 1139 | "22131","NAICS 22131 Water supply and irrigation systems" 1140 | "221310","NAICS 221310 Water supply and irrigation systems" 1141 | "22132","NAICS 22132 Sewage treatment facilities" 1142 | "221320","NAICS 221320 Sewage treatment facilities" 1143 | "22133","NAICS 22133 Steam and air-conditioning supply" 1144 | "221330","NAICS 221330 Steam and air-conditioning supply" 1145 | "42","NAICS 42 Wholesale trade" 1146 | "423","NAICS 423 Merchant wholesalers, durable goods" 1147 | "4231","NAICS 4231 Motor vehicle and parts merchant wholesalers" 1148 | "42311","NAICS 42311 Motor vehicle merchant wholesalers" 1149 | "423110","NAICS 423110 Motor vehicle merchant wholesalers" 1150 | "42312","NAICS 42312 New motor vehicle parts merchant wholesalers" 1151 | "423120","NAICS 423120 New motor vehicle parts merchant wholesalers" 1152 | "42313","NAICS 42313 Tire and tube merchant wholesalers" 1153 | "423130","NAICS 423130 Tire and tube merchant wholesalers" 1154 | "42314","NAICS 42314 Used motor vehicle parts merchant wholesalers" 1155 | "423140","NAICS 423140 Used motor vehicle parts merchant wholesalers" 1156 | "4232","NAICS 4232 Furniture and furnishing merchant wholesalers" 1157 | "42321","NAICS 42321 Furniture merchant wholesalers" 1158 | "423210","NAICS 423210 Furniture merchant wholesalers" 1159 | "42322","NAICS 42322 Home furnishing merchant wholesalers" 1160 | "423220","NAICS 423220 Home furnishing merchant wholesalers" 1161 | "4233","NAICS 4233 Lumber and const. supply merchant wholesalers" 1162 | "42331","NAICS 42331 Lumber and wood merchant wholesalers" 1163 | "423310","NAICS 423310 Lumber and wood merchant wholesalers" 1164 | "42332","NAICS 42332 Masonry material merchant wholesalers" 1165 | "423320","NAICS 423320 Masonry material merchant wholesalers" 1166 | "42333","NAICS 42333 Roofing and siding merchant wholesalers" 1167 | "423330","NAICS 423330 Roofing and siding merchant wholesalers" 1168 | "42339","NAICS 42339 Other const. material merchant wholesalers" 1169 | "423390","NAICS 423390 Other const. material merchant wholesalers" 1170 | "4234","NAICS 4234 Commercial equip. merchant wholesalers" 1171 | "42341","NAICS 42341 Photographic equip. merchant wholesalers" 1172 | "423410","NAICS 423410 Photographic equip. merchant wholesalers" 1173 | "42342","NAICS 42342 Office equipment merchant wholesalers" 1174 | "423420","NAICS 423420 Office equipment merchant wholesalers" 1175 | "42343","NAICS 42343 Computer and software merchant wholesalers" 1176 | "423430","NAICS 423430 Computer and software merchant wholesalers" 1177 | "42344","NAICS 42344 Other commercial equip. merchant wholesalers" 1178 | "423440","NAICS 423440 Other commercial equip. merchant wholesalers" 1179 | "42345","NAICS 42345 Medical equipment merchant wholesalers" 1180 | "423450","NAICS 423450 Medical equipment merchant wholesalers" 1181 | "42346","NAICS 42346 Ophthalmic goods merchant wholesalers" 1182 | "423460","NAICS 423460 Ophthalmic goods merchant wholesalers" 1183 | "42349","NAICS 42349 Other professional equip. merchant wholesaler" 1184 | "423490","NAICS 423490 Other professional equip. merchant wholesaler" 1185 | "4235","NAICS 4235 Metal and mineral merchant wholesalers" 1186 | "42351","NAICS 42351 Metal merchant wholesalers" 1187 | "423510","NAICS 423510 Metal merchant wholesalers" 1188 | "42352","NAICS 42352 Coal and other mineral merchant wholesalers" 1189 | "423520","NAICS 423520 Coal and other mineral merchant wholesalers" 1190 | "4236","NAICS 4236 Appliance and electric goods merchant whls." 1191 | "42361","NAICS 42361 Elec. equip. and wiring merchant wholesalers" 1192 | "423610","NAICS 423610 Elec. equip. and wiring merchant wholesalers" 1193 | "42362","NAICS 42362 Appliance and electronics merchant whls." 1194 | "423620","NAICS 423620 Appliance and electronics merchant whls." 1195 | "42369","NAICS 42369 Other electronic parts merchant wholesalers" 1196 | "423690","NAICS 423690 Other electronic parts merchant wholesalers" 1197 | "4237","NAICS 4237 Hardware and plumbing merchant wholesalers" 1198 | "42371","NAICS 42371 Hardware merchant wholesalers" 1199 | "423710","NAICS 423710 Hardware merchant wholesalers" 1200 | "42372","NAICS 42372 Plumbing equip. merchant wholesalers" 1201 | "423720","NAICS 423720 Plumbing equip. merchant wholesalers" 1202 | "42373","NAICS 42373 HVAC equip. merchant wholesalers" 1203 | "423730","NAICS 423730 HVAC equip. merchant wholesalers" 1204 | "42374","NAICS 42374 Refrigeration equip. merchant wholesalers" 1205 | "423740","NAICS 423740 Refrigeration equip. merchant wholesalers" 1206 | "4238","NAICS 4238 Machinery and supply merchant wholesalers" 1207 | "42381","NAICS 42381 Construction equipment merchant wholesalers" 1208 | "423810","NAICS 423810 Construction equipment merchant wholesalers" 1209 | "42382","NAICS 42382 Farm and garden equip. merchant wholesalers" 1210 | "423820","NAICS 423820 Farm and garden equip. merchant wholesalers" 1211 | "42383","NAICS 42383 Industrial machinery merchant wholesalers" 1212 | "423830","NAICS 423830 Industrial machinery merchant wholesalers" 1213 | "42384","NAICS 42384 Industrial supplies merchant wholesalers" 1214 | "423840","NAICS 423840 Industrial supplies merchant wholesalers" 1215 | "42385","NAICS 42385 Service estab. equip. merchant wholesalers" 1216 | "423850","NAICS 423850 Service estab. equip. merchant wholesalers" 1217 | "42386","NAICS 42386 Transport. goods merchant wholesalers" 1218 | "423860","NAICS 423860 Transport. goods merchant wholesalers" 1219 | "4239","NAICS 4239 Misc. durable goods merchant wholesalers" 1220 | "42391","NAICS 42391 Sporting goods merchant wholesalers" 1221 | "423910","NAICS 423910 Sporting goods merchant wholesalers" 1222 | "42392","NAICS 42392 Toy and hobby goods merchant wholesalers" 1223 | "423920","NAICS 423920 Toy and hobby goods merchant wholesalers" 1224 | "42393","NAICS 42393 Recyclable material merchant wholesalers" 1225 | "423930","NAICS 423930 Recyclable material merchant wholesalers" 1226 | "42394","NAICS 42394 Jewelry merchant wholesalers" 1227 | "423940","NAICS 423940 Jewelry merchant wholesalers" 1228 | "42399","NAICS 42399 Other durable goods merchant wholesalers" 1229 | "423990","NAICS 423990 Other durable goods merchant wholesalers" 1230 | "424","NAICS 424 Merchant wholesalers, nondurable goods" 1231 | "4241","NAICS 4241 Paper and paper product merchant wholesalers" 1232 | "42411","NAICS 42411 Printing and writing paper merch. whls." 1233 | "424110","NAICS 424110 Printing and writing paper merch. whls." 1234 | "42412","NAICS 42412 Office supplies merchant wholesalers" 1235 | "424120","NAICS 424120 Office supplies merchant wholesalers" 1236 | "42413","NAICS 42413 Industrial paper merchant wholesalers" 1237 | "424130","NAICS 424130 Industrial paper merchant wholesalers" 1238 | "4242","NAICS 4242 Druggists' goods merchant wholesalers" 1239 | "42421","NAICS 42421 Druggists' goods merchant wholesalers" 1240 | "424210","NAICS 424210 Druggists' goods merchant wholesalers" 1241 | "4243","NAICS 4243 Apparel and piece goods merchant wholesalers" 1242 | "42431","NAICS 42431 Piece goods merchant wholesalers" 1243 | "424310","NAICS 424310 Piece goods merchant wholesalers" 1244 | "42432","NAICS 42432 Men's and boys' clothing merchant wholesalers" 1245 | "424320","NAICS 424320 Men's and boys' clothing merchant wholesalers" 1246 | "42433","NAICS 42433 Women's and children's clothing merch. whls." 1247 | "424330","NAICS 424330 Women's and children's clothing merch. whls." 1248 | "42434","NAICS 42434 Footwear merchant wholesalers" 1249 | "424340","NAICS 424340 Footwear merchant wholesalers" 1250 | "4244","NAICS 4244 Grocery and related product wholesalers" 1251 | "42441","NAICS 42441 General line grocery merchant wholesalers" 1252 | "424410","NAICS 424410 General line grocery merchant wholesalers" 1253 | "42442","NAICS 42442 Packaged frozen food merchant wholesalers" 1254 | "424420","NAICS 424420 Packaged frozen food merchant wholesalers" 1255 | "42443","NAICS 42443 Dairy product merchant wholesalers" 1256 | "424430","NAICS 424430 Dairy product merchant wholesalers" 1257 | "42444","NAICS 42444 Poultry product merchant wholesalers" 1258 | "424440","NAICS 424440 Poultry product merchant wholesalers" 1259 | "42445","NAICS 42445 Confectionery merchant wholesalers" 1260 | "424450","NAICS 424450 Confectionery merchant wholesalers" 1261 | "42446","NAICS 42446 Fish and seafood merchant wholesalers" 1262 | "424460","NAICS 424460 Fish and seafood merchant wholesalers" 1263 | "42447","NAICS 42447 Meat and meat product merchant wholesalers" 1264 | "424470","NAICS 424470 Meat and meat product merchant wholesalers" 1265 | "42448","NAICS 42448 Fruit and vegetable merchant wholesalers" 1266 | "424480","NAICS 424480 Fruit and vegetable merchant wholesalers" 1267 | "42449","NAICS 42449 Other grocery product merchant wholesalers" 1268 | "424490","NAICS 424490 Other grocery product merchant wholesalers" 1269 | "4245","NAICS 4245 Farm product raw material merch. whls." 1270 | "42451","NAICS 42451 Grain and field bean merchant wholesalers" 1271 | "424510","NAICS 424510 Grain and field bean merchant wholesalers" 1272 | "42452","NAICS 42452 Livestock merchant wholesalers" 1273 | "424520","NAICS 424520 Livestock merchant wholesalers" 1274 | "42459","NAICS 42459 Other farm product raw material merch. whls." 1275 | "424590","NAICS 424590 Other farm product raw material merch. whls." 1276 | "4246","NAICS 4246 Chemical merchant wholesalers" 1277 | "42461","NAICS 42461 Plastics materials merchant wholesalers" 1278 | "424610","NAICS 424610 Plastics materials merchant wholesalers" 1279 | "42469","NAICS 42469 Other chemicals merchant wholesalers" 1280 | "424690","NAICS 424690 Other chemicals merchant wholesalers" 1281 | "4247","NAICS 4247 Petroleum merchant wholesalers" 1282 | "42471","NAICS 42471 Petroleum bulk stations and terminals" 1283 | "424710","NAICS 424710 Petroleum bulk stations and terminals" 1284 | "42472","NAICS 42472 Other petroleum merchant wholesalers" 1285 | "424720","NAICS 424720 Other petroleum merchant wholesalers" 1286 | "4248","NAICS 4248 Alcoholic beverage merchant wholesalers" 1287 | "42481","NAICS 42481 Beer and ale merchant wholesalers" 1288 | "424810","NAICS 424810 Beer and ale merchant wholesalers" 1289 | "42482","NAICS 42482 Wine and spirit merchant wholesalers" 1290 | "424820","NAICS 424820 Wine and spirit merchant wholesalers" 1291 | "4249","NAICS 4249 Misc. nondurable goods merchant wholesalers" 1292 | "42491","NAICS 42491 Farm supplies merchant wholesalers" 1293 | "424910","NAICS 424910 Farm supplies merchant wholesalers" 1294 | "42492","NAICS 42492 Book and periodical merchant wholesalers" 1295 | "424920","NAICS 424920 Book and periodical merchant wholesalers" 1296 | "42493","NAICS 42493 Nursery and florist merchant wholesalers" 1297 | "424930","NAICS 424930 Nursery and florist merchant wholesalers" 1298 | "42494","NAICS 42494 Tobacco and tobacco product merch. whls." 1299 | "424940","NAICS 424940 Tobacco and tobacco product merch. whls." 1300 | "42495","NAICS 42495 Paint and supplies merchant wholesalers" 1301 | "424950","NAICS 424950 Paint and supplies merchant wholesalers" 1302 | "42499","NAICS 42499 Other nondurable goods merchant wholesalers" 1303 | "424990","NAICS 424990 Other nondurable goods merchant wholesalers" 1304 | "425","NAICS 425 Electronic markets and agents and brokers" 1305 | "4251","NAICS 4251 Electronic markets and agents and brokers" 1306 | "42511","NAICS 42511 Business to business electronic markets" 1307 | "425110","NAICS 425110 Business to business electronic markets" 1308 | "42512","NAICS 42512 Wholesale trade agents and brokers" 1309 | "425120","NAICS 425120 Wholesale trade agents and brokers" 1310 | "44-45","NAICS 44-45 Retail trade" 1311 | "441","NAICS 441 Motor vehicle and parts dealers" 1312 | "4411","NAICS 4411 Automobile dealers" 1313 | "44111","NAICS 44111 New car dealers" 1314 | "441110","NAICS 441110 New car dealers" 1315 | "44112","NAICS 44112 Used car dealers" 1316 | "441120","NAICS 441120 Used car dealers" 1317 | "4412","NAICS 4412 Other motor vehicle dealers" 1318 | "44121","NAICS 44121 Recreational vehicle dealers" 1319 | "441210","NAICS 441210 Recreational vehicle dealers" 1320 | "44122","NAICS 44122 Motorcycle, boat, and other vehicle dealers" 1321 | "441221","NAICS07 441221 Motorcycle, atv, personal watercraft dealers" 1322 | "441222","NAICS 441222 Boat dealers" 1323 | "441228","NAICS 441228 Motorcycle, ATV, and other vehicle dealers" 1324 | "441229","NAICS07 441229 All other motor vehicle dealers" 1325 | "4413","NAICS 4413 Auto parts, accessories, and tire stores" 1326 | "44131","NAICS 44131 Automotive parts and accessories stores" 1327 | "441310","NAICS 441310 Automotive parts and accessories stores" 1328 | "44132","NAICS 44132 Tire dealers" 1329 | "441320","NAICS 441320 Tire dealers" 1330 | "442","NAICS 442 Furniture and home furnishings stores" 1331 | "4421","NAICS 4421 Furniture stores" 1332 | "44211","NAICS 44211 Furniture stores" 1333 | "442110","NAICS 442110 Furniture stores" 1334 | "4422","NAICS 4422 Home furnishings stores" 1335 | "44221","NAICS 44221 Floor covering stores" 1336 | "442210","NAICS 442210 Floor covering stores" 1337 | "44229","NAICS 44229 Other home furnishings stores" 1338 | "442291","NAICS 442291 Window treatment stores" 1339 | "442299","NAICS 442299 All other home furnishings stores" 1340 | "443","NAICS 443 Electronics and appliance stores" 1341 | "4431","NAICS 4431 Electronics and appliance stores" 1342 | "44311","NAICS07 44311 Appliance, tv, and other electronics stores" 1343 | "443111","NAICS07 443111 Household appliance stores" 1344 | "443112","NAICS07 443112 Radio, tv, and other electronics stores" 1345 | "44312","NAICS07 44312 Computer and software stores" 1346 | "443120","NAICS07 443120 Computer and software stores" 1347 | "44313","NAICS07 44313 Camera and photographic supplies stores" 1348 | "443130","NAICS07 443130 Camera and photographic supplies stores" 1349 | "44314","NAICS 44314 Electronics and appliance stores" 1350 | "443141","NAICS 443141 Household appliance stores" 1351 | "443142","NAICS 443142 Electronics stores" 1352 | "444","NAICS 444 Building material and garden supply stores" 1353 | "4441","NAICS 4441 Building material and supplies dealers" 1354 | "44411","NAICS 44411 Home centers" 1355 | "444110","NAICS 444110 Home centers" 1356 | "44412","NAICS 44412 Paint and wallpaper stores" 1357 | "444120","NAICS 444120 Paint and wallpaper stores" 1358 | "44413","NAICS 44413 Hardware stores" 1359 | "444130","NAICS 444130 Hardware stores" 1360 | "44419","NAICS 44419 Other building material dealers" 1361 | "444190","NAICS 444190 Other building material dealers" 1362 | "4442","NAICS 4442 Lawn and garden equipment and supplies stores" 1363 | "44421","NAICS 44421 Outdoor power equipment stores" 1364 | "444210","NAICS 444210 Outdoor power equipment stores" 1365 | "44422","NAICS 44422 Nursery, garden, and farm supply stores" 1366 | "444220","NAICS 444220 Nursery, garden, and farm supply stores" 1367 | "445","NAICS 445 Food and beverage stores" 1368 | "4451","NAICS 4451 Grocery stores" 1369 | "44511","NAICS 44511 Supermarkets and other grocery stores" 1370 | "445110","NAICS 445110 Supermarkets and other grocery stores" 1371 | "44512","NAICS 44512 Convenience stores" 1372 | "445120","NAICS 445120 Convenience stores" 1373 | "4452","NAICS 4452 Specialty food stores" 1374 | "44521","NAICS 44521 Meat markets" 1375 | "445210","NAICS 445210 Meat markets" 1376 | "44522","NAICS 44522 Fish and seafood markets" 1377 | "445220","NAICS 445220 Fish and seafood markets" 1378 | "44523","NAICS 44523 Fruit and vegetable markets" 1379 | "445230","NAICS 445230 Fruit and vegetable markets" 1380 | "44529","NAICS 44529 Other specialty food stores" 1381 | "445291","NAICS 445291 Baked goods stores" 1382 | "445292","NAICS 445292 Confectionery and nut stores" 1383 | "445299","NAICS 445299 All other specialty food stores" 1384 | "4453","NAICS 4453 Beer, wine, and liquor stores" 1385 | "44531","NAICS 44531 Beer, wine, and liquor stores" 1386 | "445310","NAICS 445310 Beer, wine, and liquor stores" 1387 | "446","NAICS 446 Health and personal care stores" 1388 | "4461","NAICS 4461 Health and personal care stores" 1389 | "44611","NAICS 44611 Pharmacies and drug stores" 1390 | "446110","NAICS 446110 Pharmacies and drug stores" 1391 | "44612","NAICS 44612 Cosmetic and beauty supply stores" 1392 | "446120","NAICS 446120 Cosmetic and beauty supply stores" 1393 | "44613","NAICS 44613 Optical goods stores" 1394 | "446130","NAICS 446130 Optical goods stores" 1395 | "44619","NAICS 44619 Other health and personal care stores" 1396 | "446191","NAICS 446191 Food, health, supplement stores" 1397 | "446199","NAICS 446199 All other health and personal care stores" 1398 | "447","NAICS 447 Gasoline stations" 1399 | "4471","NAICS 4471 Gasoline stations" 1400 | "44711","NAICS 44711 Gasoline stations with convenience stores" 1401 | "447110","NAICS 447110 Gasoline stations with convenience stores" 1402 | "44719","NAICS 44719 Other gasoline stations" 1403 | "447190","NAICS 447190 Other gasoline stations" 1404 | "448","NAICS 448 Clothing and clothing accessories stores" 1405 | "4481","NAICS 4481 Clothing stores" 1406 | "44811","NAICS 44811 Men's clothing stores" 1407 | "448110","NAICS 448110 Men's clothing stores" 1408 | "44812","NAICS 44812 Women's clothing stores" 1409 | "448120","NAICS 448120 Women's clothing stores" 1410 | "44813","NAICS 44813 Children's and infants' clothing stores" 1411 | "448130","NAICS 448130 Children's and infants' clothing stores" 1412 | "44814","NAICS 44814 Family clothing stores" 1413 | "448140","NAICS 448140 Family clothing stores" 1414 | "44815","NAICS 44815 Clothing accessories stores" 1415 | "448150","NAICS 448150 Clothing accessories stores" 1416 | "44819","NAICS 44819 Other clothing stores" 1417 | "448190","NAICS 448190 Other clothing stores" 1418 | "4482","NAICS 4482 Shoe stores" 1419 | "44821","NAICS 44821 Shoe stores" 1420 | "448210","NAICS 448210 Shoe stores" 1421 | "4483","NAICS 4483 Jewelry, luggage, and leather goods stores" 1422 | "44831","NAICS 44831 Jewelry stores" 1423 | "448310","NAICS 448310 Jewelry stores" 1424 | "44832","NAICS 44832 Luggage and leather goods stores" 1425 | "448320","NAICS 448320 Luggage and leather goods stores" 1426 | "451","NAICS 451 Sports, hobby, music instrument, book stores" 1427 | "4511","NAICS 4511 Sporting goods and musical instrument stores" 1428 | "45111","NAICS 45111 Sporting goods stores" 1429 | "451110","NAICS 451110 Sporting goods stores" 1430 | "45112","NAICS 45112 Hobby, toy, and game stores" 1431 | "451120","NAICS 451120 Hobby, toy, and game stores" 1432 | "45113","NAICS 45113 Sewing, needlework, and piece goods stores" 1433 | "451130","NAICS 451130 Sewing, needlework, and piece goods stores" 1434 | "45114","NAICS 45114 Musical instrument and supplies stores" 1435 | "451140","NAICS 451140 Musical instrument and supplies stores" 1436 | "4512","NAICS 4512 Book stores and news dealers" 1437 | "45121","NAICS 45121 Book stores and news dealers" 1438 | "451211","NAICS 451211 Book stores" 1439 | "451212","NAICS 451212 News dealers and newsstands" 1440 | "45122","NAICS07 45122 Precorded tape, cd, and record stores" 1441 | "451220","NAICS07 451220 Precorded tape, cd, and record stores" 1442 | "452","NAICS 452 General merchandise stores" 1443 | "4521","NAICS 4521 Department stores" 1444 | "45211","NAICS 45211 Department stores" 1445 | "452111","NAICS 452111 Department stores, except discount" 1446 | "452112","NAICS 452112 Discount department stores" 1447 | "4529","NAICS 4529 Other general merchandise stores" 1448 | "45291","NAICS 45291 Warehouse clubs and supercenters" 1449 | "452910","NAICS 452910 Warehouse clubs and supercenters" 1450 | "45299","NAICS 45299 All other general merchandise stores" 1451 | "452990","NAICS 452990 All other general merchandise stores" 1452 | "453","NAICS 453 Miscellaneous store retailers" 1453 | "4531","NAICS 4531 Florists" 1454 | "45311","NAICS 45311 Florists" 1455 | "453110","NAICS 453110 Florists" 1456 | "4532","NAICS 4532 Office supplies, stationery, and gift stores" 1457 | "45321","NAICS 45321 Office supplies and stationery stores" 1458 | "453210","NAICS 453210 Office supplies and stationery stores" 1459 | "45322","NAICS 45322 Gift, novelty, and souvenir stores" 1460 | "453220","NAICS 453220 Gift, novelty, and souvenir stores" 1461 | "4533","NAICS 4533 Used merchandise stores" 1462 | "45331","NAICS 45331 Used merchandise stores" 1463 | "453310","NAICS 453310 Used merchandise stores" 1464 | "4539","NAICS 4539 Other miscellaneous store retailers" 1465 | "45391","NAICS 45391 Pet and pet supplies stores" 1466 | "453910","NAICS 453910 Pet and pet supplies stores" 1467 | "45392","NAICS 45392 Art dealers" 1468 | "453920","NAICS 453920 Art dealers" 1469 | "45393","NAICS 45393 Manufactured, mobile, home dealers" 1470 | "453930","NAICS 453930 Manufactured, mobile, home dealers" 1471 | "45399","NAICS 45399 All other miscellaneous store retailers" 1472 | "453991","NAICS 453991 Tobacco stores" 1473 | "453998","NAICS 453998 Store retailers not specified elsewhere" 1474 | "454","NAICS 454 Nonstore retailers" 1475 | "4541","NAICS 4541 Electronic shopping and mail-order houses" 1476 | "45411","NAICS 45411 Electronic shopping and mail-order houses" 1477 | "454111","NAICS 454111 Electronic shopping" 1478 | "454112","NAICS 454112 Electronic auctions" 1479 | "454113","NAICS 454113 Mail-order houses" 1480 | "4542","NAICS 4542 Vending machine operators" 1481 | "45421","NAICS 45421 Vending machine operators" 1482 | "454210","NAICS 454210 Vending machine operators" 1483 | "4543","NAICS 4543 Direct selling establishments" 1484 | "45431","NAICS 45431 Fuel dealers" 1485 | "454310","NAICS 454310 Fuel dealers" 1486 | "454311","NAICS07 454311 Heating oil dealers" 1487 | "454312","NAICS07 454312 Liquefied petroleum gas, bottled gas, dealers" 1488 | "454319","NAICS07 454319 Other fuel dealers" 1489 | "45439","NAICS 45439 Other direct selling establishments" 1490 | "454390","NAICS 454390 Other direct selling establishments" 1491 | "48-49","NAICS 48-49 Transportation and warehousing" 1492 | "481","NAICS 481 Air transportation" 1493 | "4811","NAICS 4811 Scheduled air transportation" 1494 | "48111","NAICS 48111 Scheduled air transportation" 1495 | "481111","NAICS 481111 Scheduled passenger air transportation" 1496 | "481112","NAICS 481112 Scheduled freight air transportation" 1497 | "4812","NAICS 4812 Nonscheduled air transportation" 1498 | "48121","NAICS 48121 Nonscheduled air transportation" 1499 | "481211","NAICS 481211 Nonscheduled air passenger chartering" 1500 | "481212","NAICS 481212 Nonscheduled air freight chartering" 1501 | "481219","NAICS 481219 Other nonscheduled air transportation" 1502 | "482","NAICS 482 Rail transportation" 1503 | "4821","NAICS 4821 Rail transportation" 1504 | "48211","NAICS 48211 Rail transportation" 1505 | "482111","NAICS 482111 Line-haul railroads" 1506 | "482112","NAICS 482112 Short line railroads" 1507 | "483","NAICS 483 Water transportation" 1508 | "4831","NAICS 4831 Sea, coastal, and Great Lakes transportation" 1509 | "48311","NAICS 48311 Sea, coastal, and Great Lakes transportation" 1510 | "483111","NAICS 483111 Deep sea freight transportation" 1511 | "483112","NAICS 483112 Deep sea passenger transportation" 1512 | "483113","NAICS 483113 Coastal and Great Lakes freight transport." 1513 | "483114","NAICS 483114 Coastal and Great Lakes passenger transport." 1514 | "4832","NAICS 4832 Inland water transportation" 1515 | "48321","NAICS 48321 Inland water transportation" 1516 | "483211","NAICS 483211 Inland water freight transportation" 1517 | "483212","NAICS 483212 Inland water passenger transportation" 1518 | "484","NAICS 484 Truck transportation" 1519 | "4841","NAICS 4841 General freight trucking" 1520 | "48411","NAICS 48411 General freight trucking, local" 1521 | "484110","NAICS 484110 General freight trucking, local" 1522 | "48412","NAICS 48412 General freight trucking, long-distance" 1523 | "484121","NAICS 484121 General freight trucking, long-distance TL" 1524 | "484122","NAICS 484122 General freight trucking, long-distance LTL" 1525 | "4842","NAICS 4842 Specialized freight trucking" 1526 | "48421","NAICS 48421 Used household and office goods moving" 1527 | "484210","NAICS 484210 Used household and office goods moving" 1528 | "48422","NAICS 48422 Other specialized trucking, local" 1529 | "484220","NAICS 484220 Other specialized trucking, local" 1530 | "48423","NAICS 48423 Other specialized trucking, long-distance" 1531 | "484230","NAICS 484230 Other specialized trucking, long-distance" 1532 | "485","NAICS 485 Transit and ground passenger transportation" 1533 | "4851","NAICS 4851 Urban transit systems" 1534 | "48511","NAICS 48511 Urban transit systems" 1535 | "485111","NAICS 485111 Mixed mode transit systems" 1536 | "485112","NAICS 485112 Commuter rail systems" 1537 | "485113","NAICS 485113 Bus and other motor vehicle transit systems" 1538 | "485119","NAICS 485119 Other urban transit systems" 1539 | "4852","NAICS 4852 Interurban and rural bus transportation" 1540 | "48521","NAICS 48521 Interurban and rural bus transportation" 1541 | "485210","NAICS 485210 Interurban and rural bus transportation" 1542 | "4853","NAICS 4853 Taxi and limousine service" 1543 | "48531","NAICS 48531 Taxi service" 1544 | "485310","NAICS 485310 Taxi service" 1545 | "48532","NAICS 48532 Limousine service" 1546 | "485320","NAICS 485320 Limousine service" 1547 | "4854","NAICS 4854 School and employee bus transportation" 1548 | "48541","NAICS 48541 School and employee bus transportation" 1549 | "485410","NAICS 485410 School and employee bus transportation" 1550 | "4855","NAICS 4855 Charter bus industry" 1551 | "48551","NAICS 48551 Charter bus industry" 1552 | "485510","NAICS 485510 Charter bus industry" 1553 | "4859","NAICS 4859 Other ground passenger transportation" 1554 | "48599","NAICS 48599 Other ground passenger transportation" 1555 | "485991","NAICS 485991 Special needs transportation" 1556 | "485999","NAICS 485999 All other ground passenger transportation" 1557 | "486","NAICS 486 Pipeline transportation" 1558 | "4861","NAICS 4861 Pipeline transportation of crude oil" 1559 | "48611","NAICS 48611 Pipeline transportation of crude oil" 1560 | "486110","NAICS 486110 Pipeline transportation of crude oil" 1561 | "4862","NAICS 4862 Pipeline transportation of natural gas" 1562 | "48621","NAICS 48621 Pipeline transportation of natural gas" 1563 | "486210","NAICS 486210 Pipeline transportation of natural gas" 1564 | "4869","NAICS 4869 Other pipeline transportation" 1565 | "48691","NAICS 48691 Refined petroleum product pipeline transport." 1566 | "486910","NAICS 486910 Refined petroleum product pipeline transport." 1567 | "48699","NAICS 48699 All other pipeline transportation" 1568 | "486990","NAICS 486990 All other pipeline transportation" 1569 | "487","NAICS 487 Scenic and sightseeing transportation" 1570 | "4871","NAICS 4871 Scenic and sightseeing transportation, land" 1571 | "48711","NAICS 48711 Scenic and sightseeing transportation, land" 1572 | "487110","NAICS 487110 Scenic and sightseeing transportation, land" 1573 | "4872","NAICS 4872 Scenic and sightseeing transportation, water" 1574 | "48721","NAICS 48721 Scenic and sightseeing transportation, water" 1575 | "487210","NAICS 487210 Scenic and sightseeing transportation, water" 1576 | "4879","NAICS 4879 Scenic and sightseeing transportation, other" 1577 | "48799","NAICS 48799 Scenic and sightseeing transportation, other" 1578 | "487990","NAICS 487990 Scenic and sightseeing transportation, other" 1579 | "488","NAICS 488 Support activities for transportation" 1580 | "4881","NAICS 4881 Support activities for air transportation" 1581 | "48811","NAICS 48811 Airport operations" 1582 | "488111","NAICS 488111 Air traffic control" 1583 | "488119","NAICS 488119 Other airport operations" 1584 | "48819","NAICS 48819 Other support activities for air transport." 1585 | "488190","NAICS 488190 Other support activities for air transport." 1586 | "4882","NAICS 4882 Support activities for rail transportation" 1587 | "48821","NAICS 48821 Support activities for rail transportation" 1588 | "488210","NAICS 488210 Support activities for rail transportation" 1589 | "4883","NAICS 4883 Support activities for water transportation" 1590 | "48831","NAICS 48831 Port and harbor operations" 1591 | "488310","NAICS 488310 Port and harbor operations" 1592 | "48832","NAICS 48832 Marine cargo handling" 1593 | "488320","NAICS 488320 Marine cargo handling" 1594 | "48833","NAICS 48833 Navigational services to shipping" 1595 | "488330","NAICS 488330 Navigational services to shipping" 1596 | "48839","NAICS 48839 Other support activities for water transport." 1597 | "488390","NAICS 488390 Other support activities for water transport." 1598 | "4884","NAICS 4884 Support activities for road transportation" 1599 | "48841","NAICS 48841 Motor vehicle towing" 1600 | "488410","NAICS 488410 Motor vehicle towing" 1601 | "48849","NAICS 48849 Other support activities for road transport." 1602 | "488490","NAICS 488490 Other support activities for road transport." 1603 | "4885","NAICS 4885 Freight transportation arrangement" 1604 | "48851","NAICS 48851 Freight transportation arrangement" 1605 | "488510","NAICS 488510 Freight transportation arrangement" 1606 | "4889","NAICS 4889 Other support activities for transportation" 1607 | "48899","NAICS 48899 Other support activities for transportation" 1608 | "488991","NAICS 488991 Packing and crating" 1609 | "488999","NAICS 488999 All other support activities for transport." 1610 | "491","NAICS 491 Postal service" 1611 | "4911","NAICS 4911 Postal service" 1612 | "49111","NAICS 49111 Postal service" 1613 | "491110","NAICS 491110 Postal service" 1614 | "492","NAICS 492 Couriers and messengers" 1615 | "4921","NAICS 4921 Couriers and express delivery services" 1616 | "49211","NAICS 49211 Couriers and express delivery services" 1617 | "492110","NAICS 492110 Couriers and express delivery services" 1618 | "4922","NAICS 4922 Local messengers and local delivery" 1619 | "49221","NAICS 49221 Local messengers and local delivery" 1620 | "492210","NAICS 492210 Local messengers and local delivery" 1621 | "493","NAICS 493 Warehousing and storage" 1622 | "4931","NAICS 4931 Warehousing and storage" 1623 | "49311","NAICS 49311 General warehousing and storage" 1624 | "493110","NAICS 493110 General warehousing and storage" 1625 | "49312","NAICS 49312 Refrigerated warehousing and storage" 1626 | "493120","NAICS 493120 Refrigerated warehousing and storage" 1627 | "49313","NAICS 49313 Farm product warehousing and storage" 1628 | "493130","NAICS 493130 Farm product warehousing and storage" 1629 | "49319","NAICS 49319 Other warehousing and storage" 1630 | "493190","NAICS 493190 Other warehousing and storage" 1631 | "51","NAICS 51 Information" 1632 | "511","NAICS 511 Publishing industries, except Internet" 1633 | "5111","NAICS 5111 Newspaper, book, and directory publishers" 1634 | "51111","NAICS 51111 Newspaper publishers" 1635 | "511110","NAICS 511110 Newspaper publishers" 1636 | "51112","NAICS 51112 Periodical publishers" 1637 | "511120","NAICS 511120 Periodical publishers" 1638 | "51113","NAICS 51113 Book publishers" 1639 | "511130","NAICS 511130 Book publishers" 1640 | "51114","NAICS 51114 Directory and mailing list publishers" 1641 | "511140","NAICS 511140 Directory and mailing list publishers" 1642 | "51119","NAICS 51119 Other publishers" 1643 | "511191","NAICS 511191 Greeting card publishers" 1644 | "511199","NAICS 511199 All other publishers" 1645 | "5112","NAICS 5112 Software publishers" 1646 | "51121","NAICS 51121 Software publishers" 1647 | "511210","NAICS 511210 Software publishers" 1648 | "512","NAICS 512 Motion picture and sound recording industries" 1649 | "5121","NAICS 5121 Motion picture and video industries" 1650 | "51211","NAICS 51211 Motion picture and video production" 1651 | "512110","NAICS 512110 Motion picture and video production" 1652 | "51212","NAICS 51212 Motion picture and video distribution" 1653 | "512120","NAICS 512120 Motion picture and video distribution" 1654 | "51213","NAICS 51213 Motion picture and video exhibition" 1655 | "512131","NAICS 512131 Motion picture theaters, except drive-ins" 1656 | "512132","NAICS 512132 Drive-in motion picture theaters" 1657 | "51219","NAICS 51219 Postproduction and other related industries" 1658 | "512191","NAICS 512191 Teleproduction and postproduction services" 1659 | "512199","NAICS 512199 Other motion picture and video industries" 1660 | "5122","NAICS 5122 Sound recording industries" 1661 | "51221","NAICS 51221 Record production" 1662 | "512210","NAICS 512210 Record production" 1663 | "51222","NAICS 51222 Integrated record production and distribution" 1664 | "512220","NAICS 512220 Integrated record production and distribution" 1665 | "51223","NAICS 51223 Music publishers" 1666 | "512230","NAICS 512230 Music publishers" 1667 | "51224","NAICS 51224 Sound recording studios" 1668 | "512240","NAICS 512240 Sound recording studios" 1669 | "51229","NAICS 51229 Other sound recording industries" 1670 | "512290","NAICS 512290 Other sound recording industries" 1671 | "515","NAICS 515 Broadcasting, except Internet" 1672 | "5151","NAICS 5151 Radio and television broadcasting" 1673 | "51511","NAICS 51511 Radio broadcasting" 1674 | "515111","NAICS 515111 Radio networks" 1675 | "515112","NAICS 515112 Radio stations" 1676 | "51512","NAICS 51512 Television broadcasting" 1677 | "515120","NAICS 515120 Television broadcasting" 1678 | "5152","NAICS 5152 Cable and other subscription programming" 1679 | "51521","NAICS 51521 Cable and other subscription programming" 1680 | "515210","NAICS 515210 Cable and other subscription programming" 1681 | "516","NAICS02 516 Internet publishing and broadcasting" 1682 | "5161","NAICS02 5161 Internet publishing and broadcasting" 1683 | "51611","NAICS02 51611 Internet publishing and broadcasting" 1684 | "516110","NAICS02 516110 Internet publishing and broadcasting" 1685 | "517","NAICS 517 Telecommunications" 1686 | "5171","NAICS 5171 Wired telecommunications carriers" 1687 | "51711","NAICS 51711 Wired telecommunications carriers" 1688 | "517110","NAICS 517110 Wired telecommunications carriers" 1689 | "5172","NAICS 5172 Wireless telecommunications carriers" 1690 | "51721","NAICS 51721 Wireless telecommunications carriers" 1691 | "517210","NAICS 517210 Wireless telecommunications carriers" 1692 | "517211","NAICS02 517211 Paging" 1693 | "517212","NAICS02 517212 Cellular and other wireless carriers" 1694 | "5173","NAICS02 5173 Telecommunications resellers" 1695 | "51731","NAICS02 51731 Telecommunications resellers" 1696 | "517310","NAICS02 517310 Telecommunications resellers" 1697 | "5174","NAICS 5174 Satellite telecommunications" 1698 | "51741","NAICS 51741 Satellite telecommunications" 1699 | "517410","NAICS 517410 Satellite telecommunications" 1700 | "5175","NAICS02 5175 Cable and other program distribution" 1701 | "51751","NAICS02 51751 Cable and other program distribution" 1702 | "517510","NAICS02 517510 Cable and other program distribution" 1703 | "5179","NAICS 5179 Other telecommunications" 1704 | "51791","NAICS 51791 Other telecommunications" 1705 | "517910","NAICS02 517910 Other telecommunications" 1706 | "517911","NAICS 517911 Telecommunications resellers" 1707 | "517919","NAICS 517919 All other telecommunications" 1708 | "518","NAICS 518 Data processing, hosting and related services" 1709 | "5181","NAICS02 5181 ISPs and web search portals" 1710 | "51811","NAICS02 51811 ISPs and web search portals" 1711 | "518111","NAICS02 518111 Internet service providers" 1712 | "518112","NAICS02 518112 Web search portals" 1713 | "5182","NAICS 5182 Data processing, hosting and related services" 1714 | "51821","NAICS 51821 Data processing, hosting and related services" 1715 | "518210","NAICS 518210 Data processing, hosting and related services" 1716 | "519","NAICS 519 Other information services" 1717 | "5191","NAICS 5191 Other information services" 1718 | "51911","NAICS 51911 News syndicates" 1719 | "519110","NAICS 519110 News syndicates" 1720 | "51912","NAICS 51912 Libraries and archives" 1721 | "519120","NAICS 519120 Libraries and archives" 1722 | "51913","NAICS 51913 Internet publishing and web search portals" 1723 | "519130","NAICS 519130 Internet publishing and web search portals" 1724 | "51919","NAICS 51919 All other information services" 1725 | "519190","NAICS 519190 All other information services" 1726 | "52","NAICS 52 Finance and insurance" 1727 | "521","NAICS 521 Monetary authorities - central bank" 1728 | "5211","NAICS 5211 Monetary authorities - central bank" 1729 | "52111","NAICS 52111 Monetary authorities - central bank" 1730 | "521110","NAICS 521110 Monetary authorities - central bank" 1731 | "522","NAICS 522 Credit intermediation and related activities" 1732 | "5221","NAICS 5221 Depository credit intermediation" 1733 | "52211","NAICS 52211 Commercial banking" 1734 | "522110","NAICS 522110 Commercial banking" 1735 | "52212","NAICS 52212 Savings institutions" 1736 | "522120","NAICS 522120 Savings institutions" 1737 | "52213","NAICS 52213 Credit unions" 1738 | "522130","NAICS 522130 Credit unions" 1739 | "52219","NAICS 52219 Other depository credit intermediation" 1740 | "522190","NAICS 522190 Other depository credit intermediation" 1741 | "5222","NAICS 5222 Nondepository credit intermediation" 1742 | "52221","NAICS 52221 Credit card issuing" 1743 | "522210","NAICS 522210 Credit card issuing" 1744 | "52222","NAICS 52222 Sales financing" 1745 | "522220","NAICS 522220 Sales financing" 1746 | "52229","NAICS 52229 Other nondepository credit intermediation" 1747 | "522291","NAICS 522291 Consumer lending" 1748 | "522292","NAICS 522292 Real estate credit" 1749 | "522293","NAICS 522293 International trade financing" 1750 | "522294","NAICS 522294 Secondary market financing" 1751 | "522298","NAICS 522298 All other nondepository credit intermediation" 1752 | "5223","NAICS 5223 Activities related to credit intermediation" 1753 | "52231","NAICS 52231 Mortgage and nonmortgage loan brokers" 1754 | "522310","NAICS 522310 Mortgage and nonmortgage loan brokers" 1755 | "52232","NAICS 52232 Financial transaction processing and clearing" 1756 | "522320","NAICS 522320 Financial transaction processing and clearing" 1757 | "52239","NAICS 52239 Other credit intermediation activities" 1758 | "522390","NAICS 522390 Other credit intermediation activities" 1759 | "523","NAICS 523 Securities, commodity contracts, investments" 1760 | "5231","NAICS 5231 Securities and commodity contracts brokerage" 1761 | "52311","NAICS 52311 Investment banking and securities dealing" 1762 | "523110","NAICS 523110 Investment banking and securities dealing" 1763 | "52312","NAICS 52312 Securities brokerage" 1764 | "523120","NAICS 523120 Securities brokerage" 1765 | "52313","NAICS 52313 Commodity contracts dealing" 1766 | "523130","NAICS 523130 Commodity contracts dealing" 1767 | "52314","NAICS 52314 Commodity contracts brokerage" 1768 | "523140","NAICS 523140 Commodity contracts brokerage" 1769 | "5232","NAICS 5232 Securities and commodity exchanges" 1770 | "52321","NAICS 52321 Securities and commodity exchanges" 1771 | "523210","NAICS 523210 Securities and commodity exchanges" 1772 | "5239","NAICS 5239 Other financial investment activities" 1773 | "52391","NAICS 52391 Miscellaneous intermediation" 1774 | "523910","NAICS 523910 Miscellaneous intermediation" 1775 | "52392","NAICS 52392 Portfolio management" 1776 | "523920","NAICS 523920 Portfolio management" 1777 | "52393","NAICS 52393 Investment advice" 1778 | "523930","NAICS 523930 Investment advice" 1779 | "52399","NAICS 52399 All other financial investment activities" 1780 | "523991","NAICS 523991 Trust, fiduciary, and custody activities" 1781 | "523999","NAICS 523999 Miscellaneous financial investment activities" 1782 | "524","NAICS 524 Insurance carriers and related activities" 1783 | "5241","NAICS 5241 Insurance carriers" 1784 | "52411","NAICS 52411 Direct life and health insurance carriers" 1785 | "524113","NAICS 524113 Direct life insurance carriers" 1786 | "524114","NAICS 524114 Direct health and medical insurance carriers" 1787 | "52412","NAICS 52412 Direct insurers, except life and health" 1788 | "524126","NAICS 524126 Direct property and casualty insurers" 1789 | "524127","NAICS 524127 Direct title insurance carriers" 1790 | "524128","NAICS 524128 Other direct insurance carriers" 1791 | "52413","NAICS 52413 Reinsurance carriers" 1792 | "524130","NAICS 524130 Reinsurance carriers" 1793 | "5242","NAICS 5242 Insurance agencies and brokerages" 1794 | "52421","NAICS 52421 Insurance agencies and brokerages" 1795 | "524210","NAICS 524210 Insurance agencies and brokerages" 1796 | "52429","NAICS 52429 Other insurance related activities" 1797 | "524291","NAICS 524291 Claims adjusting" 1798 | "524292","NAICS 524292 Third party administration of insurance funds" 1799 | "524298","NAICS 524298 All other insurance related activities" 1800 | "525","NAICS 525 Funds, trusts, and other financial vehicles" 1801 | "5251","NAICS 5251 Insurance and employee benefit funds" 1802 | "52511","NAICS 52511 Pension funds" 1803 | "525110","NAICS 525110 Pension funds" 1804 | "52512","NAICS 52512 Health and welfare funds" 1805 | "525120","NAICS 525120 Health and welfare funds" 1806 | "52519","NAICS 52519 Other insurance funds" 1807 | "525190","NAICS 525190 Other insurance funds" 1808 | "5259","NAICS 5259 Other investment pools and funds" 1809 | "52591","NAICS 52591 Open-end investment funds" 1810 | "525910","NAICS 525910 Open-end investment funds" 1811 | "52592","NAICS 52592 Trusts, estates, and agency accounts" 1812 | "525920","NAICS 525920 Trusts, estates, and agency accounts" 1813 | "52593","NAICS02 52593 Real estate investment trusts" 1814 | "525930","NAICS02 525930 Real estate investment trusts" 1815 | "52599","NAICS 52599 Other financial vehicles" 1816 | "525990","NAICS 525990 Other financial vehicles" 1817 | "53","NAICS 53 Real estate and rental and leasing" 1818 | "531","NAICS 531 Real estate" 1819 | "5311","NAICS 5311 Lessors of real estate" 1820 | "53111","NAICS 53111 Lessors of residential buildings" 1821 | "531110","NAICS 531110 Lessors of residential buildings" 1822 | "53112","NAICS 53112 Lessors of nonresidential buildings" 1823 | "531120","NAICS 531120 Lessors of nonresidential buildings" 1824 | "53113","NAICS 53113 Miniwarehouse and self-storage unit operators" 1825 | "531130","NAICS 531130 Miniwarehouse and self-storage unit operators" 1826 | "53119","NAICS 53119 Lessors of other real estate property" 1827 | "531190","NAICS 531190 Lessors of other real estate property" 1828 | "5312","NAICS 5312 Offices of real estate agents and brokers" 1829 | "53121","NAICS 53121 Offices of real estate agents and brokers" 1830 | "531210","NAICS 531210 Offices of real estate agents and brokers" 1831 | "5313","NAICS 5313 Activities related to real estate" 1832 | "53131","NAICS 53131 Real estate property managers" 1833 | "531311","NAICS 531311 Residential property managers" 1834 | "531312","NAICS 531312 Nonresidential property managers" 1835 | "53132","NAICS 53132 Offices of real estate appraisers" 1836 | "531320","NAICS 531320 Offices of real estate appraisers" 1837 | "53139","NAICS 53139 Other activities related to real estate" 1838 | "531390","NAICS 531390 Other activities related to real estate" 1839 | "532","NAICS 532 Rental and leasing services" 1840 | "5321","NAICS 5321 Automotive equipment rental and leasing" 1841 | "53211","NAICS 53211 Passenger car rental and leasing" 1842 | "532111","NAICS 532111 Passenger car rental" 1843 | "532112","NAICS 532112 Passenger car leasing" 1844 | "53212","NAICS 53212 Truck, trailer, and RV rental and leasing" 1845 | "532120","NAICS 532120 Truck, trailer, and RV rental and leasing" 1846 | "5322","NAICS 5322 Consumer goods rental" 1847 | "53221","NAICS 53221 Consumer electronics and appliances rental" 1848 | "532210","NAICS 532210 Consumer electronics and appliances rental" 1849 | "53222","NAICS 53222 Formal wear and costume rental" 1850 | "532220","NAICS 532220 Formal wear and costume rental" 1851 | "53223","NAICS 53223 Video tape and disc rental" 1852 | "532230","NAICS 532230 Video tape and disc rental" 1853 | "53229","NAICS 53229 Other consumer goods rental" 1854 | "532291","NAICS 532291 Home health equipment rental" 1855 | "532292","NAICS 532292 Recreational goods rental" 1856 | "532299","NAICS 532299 All other consumer goods rental" 1857 | "5323","NAICS 5323 General rental centers" 1858 | "53231","NAICS 53231 General rental centers" 1859 | "532310","NAICS 532310 General rental centers" 1860 | "5324","NAICS 5324 Machinery and equipment rental and leasing" 1861 | "53241","NAICS 53241 Heavy machinery rental and leasing" 1862 | "532411","NAICS 532411 Transportation equipment rental and leasing" 1863 | "532412","NAICS 532412 Other heavy machinery rental and leasing" 1864 | "53242","NAICS 53242 Office equipment rental and leasing" 1865 | "532420","NAICS 532420 Office equipment rental and leasing" 1866 | "53249","NAICS 53249 Other machinery rental and leasing" 1867 | "532490","NAICS 532490 Other machinery rental and leasing" 1868 | "533","NAICS 533 Lessors of nonfinancial intangible assets" 1869 | "5331","NAICS 5331 Lessors of nonfinancial intangible assets" 1870 | "53311","NAICS 53311 Lessors of nonfinancial intangible assets" 1871 | "533110","NAICS 533110 Lessors of nonfinancial intangible assets" 1872 | "54","NAICS 54 Professional and technical services" 1873 | "541","NAICS 541 Professional and technical services" 1874 | "5411","NAICS 5411 Legal services" 1875 | "54111","NAICS 54111 Offices of lawyers" 1876 | "541110","NAICS 541110 Offices of lawyers" 1877 | "54119","NAICS 54119 Other legal services" 1878 | "541191","NAICS 541191 Title abstract and settlement offices" 1879 | "541199","NAICS 541199 All other legal services" 1880 | "5412","NAICS 5412 Accounting and bookkeeping services" 1881 | "54121","NAICS 54121 Accounting and bookkeeping services" 1882 | "541211","NAICS 541211 Offices of certified public accountants" 1883 | "541213","NAICS 541213 Tax preparation services" 1884 | "541214","NAICS 541214 Payroll services" 1885 | "541219","NAICS 541219 Other accounting services" 1886 | "5413","NAICS 5413 Architectural and engineering services" 1887 | "54131","NAICS 54131 Architectural services" 1888 | "541310","NAICS 541310 Architectural services" 1889 | "54132","NAICS 54132 Landscape architectural services" 1890 | "541320","NAICS 541320 Landscape architectural services" 1891 | "54133","NAICS 54133 Engineering services" 1892 | "541330","NAICS 541330 Engineering services" 1893 | "54134","NAICS 54134 Drafting services" 1894 | "541340","NAICS 541340 Drafting services" 1895 | "54135","NAICS 54135 Building inspection services" 1896 | "541350","NAICS 541350 Building inspection services" 1897 | "54136","NAICS 54136 Geophysical surveying and mapping services" 1898 | "541360","NAICS 541360 Geophysical surveying and mapping services" 1899 | "54137","NAICS 54137 Other surveying and mapping services" 1900 | "541370","NAICS 541370 Other surveying and mapping services" 1901 | "54138","NAICS 54138 Testing laboratories" 1902 | "541380","NAICS 541380 Testing laboratories" 1903 | "5414","NAICS 5414 Specialized design services" 1904 | "54141","NAICS 54141 Interior design services" 1905 | "541410","NAICS 541410 Interior design services" 1906 | "54142","NAICS 54142 Industrial design services" 1907 | "541420","NAICS 541420 Industrial design services" 1908 | "54143","NAICS 54143 Graphic design services" 1909 | "541430","NAICS 541430 Graphic design services" 1910 | "54149","NAICS 54149 Other specialized design services" 1911 | "541490","NAICS 541490 Other specialized design services" 1912 | "5415","NAICS 5415 Computer systems design and related services" 1913 | "54151","NAICS 54151 Computer systems design and related services" 1914 | "541511","NAICS 541511 Custom computer programming services" 1915 | "541512","NAICS 541512 Computer systems design services" 1916 | "541513","NAICS 541513 Computer facilities management services" 1917 | "541519","NAICS 541519 Other computer related services" 1918 | "5416","NAICS 5416 Management and technical consulting services" 1919 | "54161","NAICS 54161 Management consulting services" 1920 | "541611","NAICS 541611 Administrative management consulting services" 1921 | "541612","NAICS 541612 Human resources consulting services" 1922 | "541613","NAICS 541613 Marketing consulting services" 1923 | "541614","NAICS 541614 Process and logistics consulting services" 1924 | "541618","NAICS 541618 Other management consulting services" 1925 | "54162","NAICS 54162 Environmental consulting services" 1926 | "541620","NAICS 541620 Environmental consulting services" 1927 | "54169","NAICS 54169 Other technical consulting services" 1928 | "541690","NAICS 541690 Other technical consulting services" 1929 | "5417","NAICS 5417 Scientific research and development services" 1930 | "54171","NAICS 54171 Physical, engineering and biological research" 1931 | "541710","NAICS02 541710 Physical, engineering and biological research" 1932 | "541711","NAICS 541711 Research and development in biotechnology" 1933 | "541712","NAICS 541712 Other physical and biological research" 1934 | "54172","NAICS 54172 Social science and humanities research" 1935 | "541720","NAICS 541720 Social science and humanities research" 1936 | "5418","NAICS 5418 Advertising, PR, and related services" 1937 | "54181","NAICS 54181 Advertising agencies" 1938 | "541810","NAICS 541810 Advertising agencies" 1939 | "54182","NAICS 54182 Public relations agencies" 1940 | "541820","NAICS 541820 Public relations agencies" 1941 | "54183","NAICS 54183 Media buying agencies" 1942 | "541830","NAICS 541830 Media buying agencies" 1943 | "54184","NAICS 54184 Media representatives" 1944 | "541840","NAICS 541840 Media representatives" 1945 | "54185","NAICS 54185 Outdoor advertising" 1946 | "541850","NAICS 541850 Outdoor advertising" 1947 | "54186","NAICS 54186 Direct mail advertising" 1948 | "541860","NAICS 541860 Direct mail advertising" 1949 | "54187","NAICS 54187 Advertising material distribution services" 1950 | "541870","NAICS 541870 Advertising material distribution services" 1951 | "54189","NAICS 54189 Other services related to advertising" 1952 | "541890","NAICS 541890 Other services related to advertising" 1953 | "5419","NAICS 5419 Other professional and technical services" 1954 | "54191","NAICS 54191 Marketing research and public opinion polling" 1955 | "541910","NAICS 541910 Marketing research and public opinion polling" 1956 | "54192","NAICS 54192 Photographic services" 1957 | "541921","NAICS 541921 Photography studios, portrait" 1958 | "541922","NAICS 541922 Commercial photography" 1959 | "54193","NAICS 54193 Translation and interpretation services" 1960 | "541930","NAICS 541930 Translation and interpretation services" 1961 | "54194","NAICS 54194 Veterinary services" 1962 | "541940","NAICS 541940 Veterinary services" 1963 | "54199","NAICS 54199 All other professional and technical services" 1964 | "541990","NAICS 541990 All other professional and technical services" 1965 | "55","NAICS 55 Management of companies and enterprises" 1966 | "551","NAICS 551 Management of companies and enterprises" 1967 | "5511","NAICS 5511 Management of companies and enterprises" 1968 | "55111","NAICS 55111 Management of companies and enterprises" 1969 | "551111","NAICS 551111 Offices of bank holding companies" 1970 | "551112","NAICS 551112 Offices of other holding companies" 1971 | "551114","NAICS 551114 Managing offices" 1972 | "56","NAICS 56 Administrative and waste services" 1973 | "561","NAICS 561 Administrative and support services" 1974 | "5611","NAICS 5611 Office administrative services" 1975 | "56111","NAICS 56111 Office administrative services" 1976 | "561110","NAICS 561110 Office administrative services" 1977 | "5612","NAICS 5612 Facilities support services" 1978 | "56121","NAICS 56121 Facilities support services" 1979 | "561210","NAICS 561210 Facilities support services" 1980 | "5613","NAICS 5613 Employment services" 1981 | "56131","NAICS 56131 Employment placement and executive search" 1982 | "561310","NAICS02 561310 Employment placement agencies" 1983 | "561311","NAICS 561311 Employment placement agencies" 1984 | "561312","NAICS 561312 Executive search services" 1985 | "56132","NAICS 56132 Temporary help services" 1986 | "561320","NAICS 561320 Temporary help services" 1987 | "56133","NAICS 56133 Professional employer organizations" 1988 | "561330","NAICS 561330 Professional employer organizations" 1989 | "5614","NAICS 5614 Business support services" 1990 | "56141","NAICS 56141 Document preparation services" 1991 | "561410","NAICS 561410 Document preparation services" 1992 | "56142","NAICS 56142 Telephone call centers" 1993 | "561421","NAICS 561421 Telephone answering services" 1994 | "561422","NAICS 561422 Telemarketing and other contact centers" 1995 | "56143","NAICS 56143 Business service centers" 1996 | "561431","NAICS 561431 Private mail centers" 1997 | "561439","NAICS 561439 Other business service centers" 1998 | "56144","NAICS 56144 Collection agencies" 1999 | "561440","NAICS 561440 Collection agencies" 2000 | "56145","NAICS 56145 Credit bureaus" 2001 | "561450","NAICS 561450 Credit bureaus" 2002 | "56149","NAICS 56149 Other business support services" 2003 | "561491","NAICS 561491 Repossession services" 2004 | "561492","NAICS 561492 Court reporting and stenotype services" 2005 | "561499","NAICS 561499 All other business support services" 2006 | "5615","NAICS 5615 Travel arrangement and reservation services" 2007 | "56151","NAICS 56151 Travel agencies" 2008 | "561510","NAICS 561510 Travel agencies" 2009 | "56152","NAICS 56152 Tour operators" 2010 | "561520","NAICS 561520 Tour operators" 2011 | "56159","NAICS 56159 Other travel arrangement services" 2012 | "561591","NAICS 561591 Convention and visitors bureaus" 2013 | "561599","NAICS 561599 All other travel arrangement services" 2014 | "5616","NAICS 5616 Investigation and security services" 2015 | "56161","NAICS 56161 Security and armored car services" 2016 | "561611","NAICS 561611 Investigation services" 2017 | "561612","NAICS 561612 Security guards and patrol services" 2018 | "561613","NAICS 561613 Armored car services" 2019 | "56162","NAICS 56162 Security systems services" 2020 | "561621","NAICS 561621 Security systems services, except locksmiths" 2021 | "561622","NAICS 561622 Locksmiths" 2022 | "5617","NAICS 5617 Services to buildings and dwellings" 2023 | "56171","NAICS 56171 Exterminating and pest control services" 2024 | "561710","NAICS 561710 Exterminating and pest control services" 2025 | "56172","NAICS 56172 Janitorial services" 2026 | "561720","NAICS 561720 Janitorial services" 2027 | "56173","NAICS 56173 Landscaping services" 2028 | "561730","NAICS 561730 Landscaping services" 2029 | "56174","NAICS 56174 Carpet and upholstery cleaning services" 2030 | "561740","NAICS 561740 Carpet and upholstery cleaning services" 2031 | "56179","NAICS 56179 Other services to buildings and dwellings" 2032 | "561790","NAICS 561790 Other services to buildings and dwellings" 2033 | "5619","NAICS 5619 Other support services" 2034 | "56191","NAICS 56191 Packaging and labeling services" 2035 | "561910","NAICS 561910 Packaging and labeling services" 2036 | "56192","NAICS 56192 Convention and trade show organizers" 2037 | "561920","NAICS 561920 Convention and trade show organizers" 2038 | "56199","NAICS 56199 All other support services" 2039 | "561990","NAICS 561990 All other support services" 2040 | "562","NAICS 562 Waste management and remediation services" 2041 | "5621","NAICS 5621 Waste collection" 2042 | "56211","NAICS 56211 Waste collection" 2043 | "562111","NAICS 562111 Solid waste collection" 2044 | "562112","NAICS 562112 Hazardous waste collection" 2045 | "562119","NAICS 562119 Other waste collection" 2046 | "5622","NAICS 5622 Waste treatment and disposal" 2047 | "56221","NAICS 56221 Waste treatment and disposal" 2048 | "562211","NAICS 562211 Hazardous waste treatment and disposal" 2049 | "562212","NAICS 562212 Solid waste landfill" 2050 | "562213","NAICS 562213 Solid waste combustors and incinerators" 2051 | "562219","NAICS 562219 Other nonhazardous waste disposal" 2052 | "5629","NAICS 5629 Remediation and other waste services" 2053 | "56291","NAICS 56291 Remediation services" 2054 | "562910","NAICS 562910 Remediation services" 2055 | "56292","NAICS 56292 Materials recovery facilities" 2056 | "562920","NAICS 562920 Materials recovery facilities" 2057 | "56299","NAICS 56299 All other waste management services" 2058 | "562991","NAICS 562991 Septic tank and related services" 2059 | "562998","NAICS 562998 Miscellaneous waste management services" 2060 | "61","NAICS 61 Educational services" 2061 | "611","NAICS 611 Educational services" 2062 | "6111","NAICS 6111 Elementary and secondary schools" 2063 | "61111","NAICS 61111 Elementary and secondary schools" 2064 | "611110","NAICS 611110 Elementary and secondary schools" 2065 | "6112","NAICS 6112 Junior colleges" 2066 | "61121","NAICS 61121 Junior colleges" 2067 | "611210","NAICS 611210 Junior colleges" 2068 | "6113","NAICS 6113 Colleges and universities" 2069 | "61131","NAICS 61131 Colleges and universities" 2070 | "611310","NAICS 611310 Colleges and universities" 2071 | "6114","NAICS 6114 Business, computer and management training" 2072 | "61141","NAICS 61141 Business and secretarial schools" 2073 | "611410","NAICS 611410 Business and secretarial schools" 2074 | "61142","NAICS 61142 Computer training" 2075 | "611420","NAICS 611420 Computer training" 2076 | "61143","NAICS 61143 Management training" 2077 | "611430","NAICS 611430 Management training" 2078 | "6115","NAICS 6115 Technical and trade schools" 2079 | "61151","NAICS 61151 Technical and trade schools" 2080 | "611511","NAICS 611511 Cosmetology and barber schools" 2081 | "611512","NAICS 611512 Flight training" 2082 | "611513","NAICS 611513 Apprenticeship training" 2083 | "611519","NAICS 611519 Other technical and trade schools" 2084 | "6116","NAICS 6116 Other schools and instruction" 2085 | "61161","NAICS 61161 Fine arts schools" 2086 | "611610","NAICS 611610 Fine arts schools" 2087 | "61162","NAICS 61162 Sports and recreation instruction" 2088 | "611620","NAICS 611620 Sports and recreation instruction" 2089 | "61163","NAICS 61163 Language schools" 2090 | "611630","NAICS 611630 Language schools" 2091 | "61169","NAICS 61169 All other schools and instruction" 2092 | "611691","NAICS 611691 Exam preparation and tutoring" 2093 | "611692","NAICS 611692 Automobile driving schools" 2094 | "611699","NAICS 611699 Miscellaneous schools and instruction" 2095 | "6117","NAICS 6117 Educational support services" 2096 | "61171","NAICS 61171 Educational support services" 2097 | "611710","NAICS 611710 Educational support services" 2098 | "62","NAICS 62 Health care and social assistance" 2099 | "621","NAICS 621 Ambulatory health care services" 2100 | "6211","NAICS 6211 Offices of physicians" 2101 | "62111","NAICS 62111 Offices of physicians" 2102 | "621111","NAICS 621111 Offices of physicians, except mental health" 2103 | "621112","NAICS 621112 Offices of mental health physicians" 2104 | "6212","NAICS 6212 Offices of dentists" 2105 | "62121","NAICS 62121 Offices of dentists" 2106 | "621210","NAICS 621210 Offices of dentists" 2107 | "6213","NAICS 6213 Offices of other health practitioners" 2108 | "62131","NAICS 62131 Offices of chiropractors" 2109 | "621310","NAICS 621310 Offices of chiropractors" 2110 | "62132","NAICS 62132 Offices of optometrists" 2111 | "621320","NAICS 621320 Offices of optometrists" 2112 | "62133","NAICS 62133 Offices of mental health practitioners" 2113 | "621330","NAICS 621330 Offices of mental health practitioners" 2114 | "62134","NAICS 62134 Offices of specialty therapists" 2115 | "621340","NAICS 621340 Offices of specialty therapists" 2116 | "62139","NAICS 62139 Offices of all other health practitioners" 2117 | "621391","NAICS 621391 Offices of podiatrists" 2118 | "621399","NAICS 621399 Offices of miscellaneous health practitioners" 2119 | "6214","NAICS 6214 Outpatient care centers" 2120 | "62141","NAICS 62141 Family planning centers" 2121 | "621410","NAICS 621410 Family planning centers" 2122 | "62142","NAICS 62142 Outpatient mental health centers" 2123 | "621420","NAICS 621420 Outpatient mental health centers" 2124 | "62149","NAICS 62149 Other outpatient care centers" 2125 | "621491","NAICS 621491 HMO medical centers" 2126 | "621492","NAICS 621492 Kidney dialysis centers" 2127 | "621493","NAICS 621493 Freestanding emergency medical centers" 2128 | "621498","NAICS 621498 All other outpatient care centers" 2129 | "6215","NAICS 6215 Medical and diagnostic laboratories" 2130 | "62151","NAICS 62151 Medical and diagnostic laboratories" 2131 | "621511","NAICS 621511 Medical laboratories" 2132 | "621512","NAICS 621512 Diagnostic imaging centers" 2133 | "6216","NAICS 6216 Home health care services" 2134 | "62161","NAICS 62161 Home health care services" 2135 | "621610","NAICS 621610 Home health care services" 2136 | "6219","NAICS 6219 Other ambulatory health care services" 2137 | "62191","NAICS 62191 Ambulance services" 2138 | "621910","NAICS 621910 Ambulance services" 2139 | "62199","NAICS 62199 All other ambulatory health care services" 2140 | "621991","NAICS 621991 Blood and organ banks" 2141 | "621999","NAICS 621999 Miscellaneous ambulatory health care services" 2142 | "622","NAICS 622 Hospitals" 2143 | "6221","NAICS 6221 General medical and surgical hospitals" 2144 | "62211","NAICS 62211 General medical and surgical hospitals" 2145 | "622110","NAICS 622110 General medical and surgical hospitals" 2146 | "6222","NAICS 6222 Psychiatric and substance abuse hospitals" 2147 | "62221","NAICS 62221 Psychiatric and substance abuse hospitals" 2148 | "622210","NAICS 622210 Psychiatric and substance abuse hospitals" 2149 | "6223","NAICS 6223 Other hospitals" 2150 | "62231","NAICS 62231 Other hospitals" 2151 | "622310","NAICS 622310 Other hospitals" 2152 | "623","NAICS 623 Nursing and residential care facilities" 2153 | "6231","NAICS 6231 Nursing care facilities, skilled nursing" 2154 | "62311","NAICS 62311 Nursing care facilities, skilled nursing" 2155 | "623110","NAICS 623110 Nursing care facilities, skilled nursing" 2156 | "6232","NAICS 6232 Residential mental health facilities" 2157 | "62321","NAICS 62321 Residential developmental disability homes" 2158 | "623210","NAICS 623210 Residential developmental disability homes" 2159 | "62322","NAICS 62322 Residential mental and substance abuse care" 2160 | "623220","NAICS 623220 Residential mental and substance abuse care" 2161 | "6233","NAICS 6233 Continuing care, assisted living facilities" 2162 | "62331","NAICS 62331 Continuing care, assisted living facilities" 2163 | "623311","NAICS 623311 Continuing care retirement communities" 2164 | "623312","NAICS 623312 Assisted living facilities for the elderly" 2165 | "6239","NAICS 6239 Other residential care facilities" 2166 | "62399","NAICS 62399 Other residential care facilities" 2167 | "623990","NAICS 623990 Other residential care facilities" 2168 | "624","NAICS 624 Social assistance" 2169 | "6241","NAICS 6241 Individual and family services" 2170 | "62411","NAICS 62411 Child and youth services" 2171 | "624110","NAICS 624110 Child and youth services" 2172 | "62412","NAICS 62412 Services for the elderly and disabled" 2173 | "624120","NAICS 624120 Services for the elderly and disabled" 2174 | "62419","NAICS 62419 Other individual and family services" 2175 | "624190","NAICS 624190 Other individual and family services" 2176 | "6242","NAICS 6242 Emergency and other relief services" 2177 | "62421","NAICS 62421 Community food services" 2178 | "624210","NAICS 624210 Community food services" 2179 | "62422","NAICS 62422 Community housing services" 2180 | "624221","NAICS 624221 Temporary shelters" 2181 | "624229","NAICS 624229 Other community housing services" 2182 | "62423","NAICS 62423 Emergency and other relief services" 2183 | "624230","NAICS 624230 Emergency and other relief services" 2184 | "6243","NAICS 6243 Vocational rehabilitation services" 2185 | "62431","NAICS 62431 Vocational rehabilitation services" 2186 | "624310","NAICS 624310 Vocational rehabilitation services" 2187 | "6244","NAICS 6244 Child day care services" 2188 | "62441","NAICS 62441 Child day care services" 2189 | "624410","NAICS 624410 Child day care services" 2190 | "71","NAICS 71 Arts, entertainment, and recreation" 2191 | "711","NAICS 711 Performing arts and spectator sports" 2192 | "7111","NAICS 7111 Performing arts companies" 2193 | "71111","NAICS 71111 Theater companies and dinner theaters" 2194 | "711110","NAICS 711110 Theater companies and dinner theaters" 2195 | "71112","NAICS 71112 Dance companies" 2196 | "711120","NAICS 711120 Dance companies" 2197 | "71113","NAICS 71113 Musical groups and artists" 2198 | "711130","NAICS 711130 Musical groups and artists" 2199 | "71119","NAICS 71119 Other performing arts companies" 2200 | "711190","NAICS 711190 Other performing arts companies" 2201 | "7112","NAICS 7112 Spectator sports" 2202 | "71121","NAICS 71121 Spectator sports" 2203 | "711211","NAICS 711211 Sports teams and clubs" 2204 | "711212","NAICS 711212 Racetracks" 2205 | "711219","NAICS 711219 Other spectator sports" 2206 | "7113","NAICS 7113 Promoters of performing arts and sports" 2207 | "71131","NAICS 71131 Promoters with facilities" 2208 | "711310","NAICS 711310 Promoters with facilities" 2209 | "71132","NAICS 71132 Promoters without facilities" 2210 | "711320","NAICS 711320 Promoters without facilities" 2211 | "7114","NAICS 7114 Agents and managers for public figures" 2212 | "71141","NAICS 71141 Agents and managers for public figures" 2213 | "711410","NAICS 711410 Agents and managers for public figures" 2214 | "7115","NAICS 7115 Independent artists, writers, and performers" 2215 | "71151","NAICS 71151 Independent artists, writers, and performers" 2216 | "711510","NAICS 711510 Independent artists, writers, and performers" 2217 | "712","NAICS 712 Museums, historical sites, zoos, and parks" 2218 | "7121","NAICS 7121 Museums, historical sites, zoos, and parks" 2219 | "71211","NAICS 71211 Museums" 2220 | "712110","NAICS 712110 Museums" 2221 | "71212","NAICS 71212 Historical sites" 2222 | "712120","NAICS 712120 Historical sites" 2223 | "71213","NAICS 71213 Zoos and botanical gardens" 2224 | "712130","NAICS 712130 Zoos and botanical gardens" 2225 | "71219","NAICS 71219 Nature parks and other similar institutions" 2226 | "712190","NAICS 712190 Nature parks and other similar institutions" 2227 | "713","NAICS 713 Amusements, gambling, and recreation" 2228 | "7131","NAICS 7131 Amusement parks and arcades" 2229 | "71311","NAICS 71311 Amusement and theme parks" 2230 | "713110","NAICS 713110 Amusement and theme parks" 2231 | "71312","NAICS 71312 Amusement arcades" 2232 | "713120","NAICS 713120 Amusement arcades" 2233 | "7132","NAICS 7132 Gambling industries" 2234 | "71321","NAICS 71321 Casinos, except casino hotels" 2235 | "713210","NAICS 713210 Casinos, except casino hotels" 2236 | "71329","NAICS 71329 Other gambling industries" 2237 | "713290","NAICS 713290 Other gambling industries" 2238 | "7139","NAICS 7139 Other amusement and recreation industries" 2239 | "71391","NAICS 71391 Golf courses and country clubs" 2240 | "713910","NAICS 713910 Golf courses and country clubs" 2241 | "71392","NAICS 71392 Skiing facilities" 2242 | "713920","NAICS 713920 Skiing facilities" 2243 | "71393","NAICS 71393 Marinas" 2244 | "713930","NAICS 713930 Marinas" 2245 | "71394","NAICS 71394 Fitness and recreational sports centers" 2246 | "713940","NAICS 713940 Fitness and recreational sports centers" 2247 | "71395","NAICS 71395 Bowling centers" 2248 | "713950","NAICS 713950 Bowling centers" 2249 | "71399","NAICS 71399 All other amusement and recreation industries" 2250 | "713990","NAICS 713990 All other amusement and recreation industries" 2251 | "72","NAICS 72 Accommodation and food services" 2252 | "721","NAICS 721 Accommodation" 2253 | "7211","NAICS 7211 Traveler accommodation" 2254 | "72111","NAICS 72111 Hotels and motels, except casino hotels" 2255 | "721110","NAICS 721110 Hotels and motels, except casino hotels" 2256 | "72112","NAICS 72112 Casino hotels" 2257 | "721120","NAICS 721120 Casino hotels" 2258 | "72119","NAICS 72119 Other traveler accommodation" 2259 | "721191","NAICS 721191 Bed-and-breakfast inns" 2260 | "721199","NAICS 721199 All other traveler accommodation" 2261 | "7212","NAICS 7212 RV parks and recreational camps" 2262 | "72121","NAICS 72121 RV parks and recreational camps" 2263 | "721211","NAICS 721211 RV parks and campgrounds" 2264 | "721214","NAICS 721214 Recreational and vacation camps" 2265 | "7213","NAICS 7213 Rooming and boarding houses" 2266 | "72131","NAICS 72131 Rooming and boarding houses" 2267 | "721310","NAICS 721310 Rooming and boarding houses" 2268 | "722","NAICS 722 Food services and drinking places" 2269 | "7221","NAICS07 7221 Full-service restaurants" 2270 | "72211","NAICS07 72211 Full-service restaurants" 2271 | "722110","NAICS07 722110 Full-service restaurants" 2272 | "7222","NAICS07 7222 Limited-service eating places" 2273 | "72221","NAICS07 72221 Limited-service eating places" 2274 | "722211","NAICS07 722211 Limited-service restaurants" 2275 | "722212","NAICS07 722212 Cafeterias, grill buffets, and buffets" 2276 | "722213","NAICS07 722213 Snack and nonalcoholic beverage bars" 2277 | "7223","NAICS 7223 Special food services" 2278 | "72231","NAICS 72231 Food service contractors" 2279 | "722310","NAICS 722310 Food service contractors" 2280 | "72232","NAICS 72232 Caterers" 2281 | "722320","NAICS 722320 Caterers" 2282 | "72233","NAICS 72233 Mobile food services" 2283 | "722330","NAICS 722330 Mobile food services" 2284 | "7224","NAICS 7224 Drinking places, alcoholic beverages" 2285 | "72241","NAICS 72241 Drinking places, alcoholic beverages" 2286 | "722410","NAICS 722410 Drinking places, alcoholic beverages" 2287 | "7225","NAICS 7225 Restaurants and other eating places" 2288 | "72251","NAICS 72251 Restaurants and other eating places" 2289 | "722511","NAICS 722511 Full-service restaurants" 2290 | "722513","NAICS 722513 Limited-service restaurants" 2291 | "722514","NAICS 722514 Cafeterias, grill buffets, and buffets" 2292 | "722515","NAICS 722515 Snack and nonalcoholic beverage bars" 2293 | "81","NAICS 81 Other services, except public administration" 2294 | "811","NAICS 811 Repair and maintenance" 2295 | "8111","NAICS 8111 Automotive repair and maintenance" 2296 | "81111","NAICS 81111 Automotive mechanical and electrical repair" 2297 | "811111","NAICS 811111 General automotive repair" 2298 | "811112","NAICS 811112 Automotive exhaust system repair" 2299 | "811113","NAICS 811113 Automotive transmission repair" 2300 | "811118","NAICS 811118 Other automotive mechanical and elec. repair" 2301 | "81112","NAICS 81112 Automotive body, interior, and glass repair" 2302 | "811121","NAICS 811121 Automotive body and interior repair" 2303 | "811122","NAICS 811122 Automotive glass replacement shops" 2304 | "81119","NAICS 81119 Other automotive repair and maintenance" 2305 | "811191","NAICS 811191 Automotive oil change and lubrication shops" 2306 | "811192","NAICS 811192 Car washes" 2307 | "811198","NAICS 811198 All other automotive repair and maintenance" 2308 | "8112","NAICS 8112 Electronic equipment repair and maintenance" 2309 | "81121","NAICS 81121 Electronic equipment repair and maintenance" 2310 | "811211","NAICS 811211 Consumer electronics repair and maintenance" 2311 | "811212","NAICS 811212 Computer and office machine repair" 2312 | "811213","NAICS 811213 Communication equipment repair" 2313 | "811219","NAICS 811219 Other electronic equipment repair" 2314 | "8113","NAICS 8113 Commercial machinery repair and maintenance" 2315 | "81131","NAICS 81131 Commercial machinery repair and maintenance" 2316 | "811310","NAICS 811310 Commercial machinery repair and maintenance" 2317 | "8114","NAICS 8114 Household goods repair and maintenance" 2318 | "81141","NAICS 81141 Home and garden equip. and appliance repair" 2319 | "811411","NAICS 811411 Home and garden equipment repair" 2320 | "811412","NAICS 811412 Appliance repair and maintenance" 2321 | "81142","NAICS 81142 Reupholstery and furniture repair" 2322 | "811420","NAICS 811420 Reupholstery and furniture repair" 2323 | "81143","NAICS 81143 Footwear and leather goods repair" 2324 | "811430","NAICS 811430 Footwear and leather goods repair" 2325 | "81149","NAICS 81149 Other household goods repair and maintenance" 2326 | "811490","NAICS 811490 Other household goods repair and maintenance" 2327 | "812","NAICS 812 Personal and laundry services" 2328 | "8121","NAICS 8121 Personal care services" 2329 | "81211","NAICS 81211 Hair, nail, and skin care services" 2330 | "812111","NAICS 812111 Barber shops" 2331 | "812112","NAICS 812112 Beauty salons" 2332 | "812113","NAICS 812113 Nail salons" 2333 | "81219","NAICS 81219 Other personal care services" 2334 | "812191","NAICS 812191 Diet and weight reducing centers" 2335 | "812199","NAICS 812199 Other personal care services" 2336 | "8122","NAICS 8122 Death care services" 2337 | "81221","NAICS 81221 Funeral homes and funeral services" 2338 | "812210","NAICS 812210 Funeral homes and funeral services" 2339 | "81222","NAICS 81222 Cemeteries and crematories" 2340 | "812220","NAICS 812220 Cemeteries and crematories" 2341 | "8123","NAICS 8123 Drycleaning and laundry services" 2342 | "81231","NAICS 81231 Coin-operated laundries and drycleaners" 2343 | "812310","NAICS 812310 Coin-operated laundries and drycleaners" 2344 | "81232","NAICS 81232 Drycleaning and laundry services" 2345 | "812320","NAICS 812320 Drycleaning and laundry services" 2346 | "81233","NAICS 81233 Linen and uniform supply" 2347 | "812331","NAICS 812331 Linen supply" 2348 | "812332","NAICS 812332 Industrial launderers" 2349 | "8129","NAICS 8129 Other personal services" 2350 | "81291","NAICS 81291 Pet care, except veterinary, services" 2351 | "812910","NAICS 812910 Pet care, except veterinary, services" 2352 | "81292","NAICS 81292 Photofinishing" 2353 | "812921","NAICS 812921 Photofinishing laboratories, except one-hour" 2354 | "812922","NAICS 812922 One-hour photofinishing" 2355 | "81293","NAICS 81293 Parking lots and garages" 2356 | "812930","NAICS 812930 Parking lots and garages" 2357 | "81299","NAICS 81299 All other personal services" 2358 | "812990","NAICS 812990 All other personal services" 2359 | "813","NAICS 813 Membership associations and organizations" 2360 | "8131","NAICS 8131 Religious organizations" 2361 | "81311","NAICS 81311 Religious organizations" 2362 | "813110","NAICS 813110 Religious organizations" 2363 | "8132","NAICS 8132 Grantmaking and giving services" 2364 | "81321","NAICS 81321 Grantmaking and giving services" 2365 | "813211","NAICS 813211 Grantmaking foundations" 2366 | "813212","NAICS 813212 Voluntary health organizations" 2367 | "813219","NAICS 813219 Other grantmaking and giving services" 2368 | "8133","NAICS 8133 Social advocacy organizations" 2369 | "81331","NAICS 81331 Social advocacy organizations" 2370 | "813311","NAICS 813311 Human rights organizations" 2371 | "813312","NAICS 813312 Environment and conservation organizations" 2372 | "813319","NAICS 813319 Other social advocacy organizations" 2373 | "8134","NAICS 8134 Civic and social organizations" 2374 | "81341","NAICS 81341 Civic and social organizations" 2375 | "813410","NAICS 813410 Civic and social organizations" 2376 | "8139","NAICS 8139 Professional and similar organizations" 2377 | "81391","NAICS 81391 Business associations" 2378 | "813910","NAICS 813910 Business associations" 2379 | "81392","NAICS 81392 Professional organizations" 2380 | "813920","NAICS 813920 Professional organizations" 2381 | "81393","NAICS 81393 Labor unions and similar labor organizations" 2382 | "813930","NAICS 813930 Labor unions and similar labor organizations" 2383 | "81394","NAICS 81394 Political organizations" 2384 | "813940","NAICS 813940 Political organizations" 2385 | "81399","NAICS 81399 Other similar organizations" 2386 | "813990","NAICS 813990 Other similar organizations" 2387 | "814","NAICS 814 Private households" 2388 | "8141","NAICS 8141 Private households" 2389 | "81411","NAICS 81411 Private households" 2390 | "814110","NAICS 814110 Private households" 2391 | "92","NAICS 92 Public administration" 2392 | "921","NAICS 921 Executive, legislative and general government" 2393 | "9211","NAICS 9211 Executive, legislative and general government" 2394 | "92111","NAICS 92111 Executive offices" 2395 | "921110","NAICS 921110 Executive offices" 2396 | "92112","NAICS 92112 Legislative bodies" 2397 | "921120","NAICS 921120 Legislative bodies" 2398 | "92113","NAICS 92113 Public finance activities" 2399 | "921130","NAICS 921130 Public finance activities" 2400 | "92114","NAICS 92114 Executive and legislative offices, combined" 2401 | "921140","NAICS 921140 Executive and legislative offices, combined" 2402 | "92115","NAICS 92115 Tribal governments" 2403 | "921150","NAICS 921150 Tribal governments" 2404 | "92119","NAICS 92119 Other general government support" 2405 | "921190","NAICS 921190 Other general government support" 2406 | "922","NAICS 922 Justice, public order, and safety activities" 2407 | "9221","NAICS 9221 Justice, public order, and safety activities" 2408 | "92211","NAICS 92211 Courts" 2409 | "922110","NAICS 922110 Courts" 2410 | "92212","NAICS 92212 Police protection" 2411 | "922120","NAICS 922120 Police protection" 2412 | "92213","NAICS 92213 Legal counsel and prosecution" 2413 | "922130","NAICS 922130 Legal counsel and prosecution" 2414 | "92214","NAICS 92214 Correctional institutions" 2415 | "922140","NAICS 922140 Correctional institutions" 2416 | "92215","NAICS 92215 Parole offices and probation offices" 2417 | "922150","NAICS 922150 Parole offices and probation offices" 2418 | "92216","NAICS 92216 Fire protection" 2419 | "922160","NAICS 922160 Fire protection" 2420 | "92219","NAICS 92219 Other justice and safety activities" 2421 | "922190","NAICS 922190 Other justice and safety activities" 2422 | "923","NAICS 923 Administration of human resource programs" 2423 | "9231","NAICS 9231 Administration of human resource programs" 2424 | "92311","NAICS 92311 Administration of education programs" 2425 | "923110","NAICS 923110 Administration of education programs" 2426 | "92312","NAICS 92312 Administration of public health programs" 2427 | "923120","NAICS 923120 Administration of public health programs" 2428 | "92313","NAICS 92313 Other human resource programs administration" 2429 | "923130","NAICS 923130 Other human resource programs administration" 2430 | "92314","NAICS 92314 Administration of veterans' affairs" 2431 | "923140","NAICS 923140 Administration of veterans' affairs" 2432 | "924","NAICS 924 Administration of environmental programs" 2433 | "9241","NAICS 9241 Administration of environmental programs" 2434 | "92411","NAICS 92411 Air, water, and waste program administration" 2435 | "924110","NAICS 924110 Air, water, and waste program administration" 2436 | "92412","NAICS 92412 Administration of conservation programs" 2437 | "924120","NAICS 924120 Administration of conservation programs" 2438 | "925","NAICS 925 Community and housing program administration" 2439 | "9251","NAICS 9251 Community and housing program administration" 2440 | "92511","NAICS 92511 Administration of housing programs" 2441 | "925110","NAICS 925110 Administration of housing programs" 2442 | "92512","NAICS 92512 Urban and rural development administration" 2443 | "925120","NAICS 925120 Urban and rural development administration" 2444 | "926","NAICS 926 Administration of economic programs" 2445 | "9261","NAICS 9261 Administration of economic programs" 2446 | "92611","NAICS 92611 Administration of general economic programs" 2447 | "926110","NAICS 926110 Administration of general economic programs" 2448 | "92612","NAICS 92612 Transportation program administration" 2449 | "926120","NAICS 926120 Transportation program administration" 2450 | "92613","NAICS 92613 Utility regulation and administration" 2451 | "926130","NAICS 926130 Utility regulation and administration" 2452 | "92614","NAICS 92614 Agricultural market and commodity regulation" 2453 | "926140","NAICS 926140 Agricultural market and commodity regulation" 2454 | "92615","NAICS 92615 Licensing and regulating commercial sectors" 2455 | "926150","NAICS 926150 Licensing and regulating commercial sectors" 2456 | "927","NAICS 927 Space research and technology" 2457 | "9271","NAICS 9271 Space research and technology" 2458 | "92711","NAICS 92711 Space research and technology" 2459 | "927110","NAICS 927110 Space research and technology" 2460 | "928","NAICS 928 National security and international affairs" 2461 | "9281","NAICS 9281 National security and international affairs" 2462 | "92811","NAICS 92811 National security" 2463 | "928110","NAICS 928110 National security" 2464 | "92812","NAICS 92812 International affairs" 2465 | "928120","NAICS 928120 International affairs" 2466 | "99","NAICS 99 Unclassified" 2467 | "999","NAICS 999 Unclassified" 2468 | "9999","NAICS 9999 Unclassified" 2469 | "99999","NAICS 99999 Unclassified" 2470 | "999999","NAICS 999999 Unclassified" --------------------------------------------------------------------------------