id,irs_label,level,naics_exact_title_match,sector,receipts_sole_prop_ty2023_usd_thousands,net_margin_sole_prop,net_margin_sole_prop_with_net_income,cogs_share,payroll_share,wages_share,rent_share,total_deductions_share,net_margin_s_corp_ty2022,irs_flags
all-nonfarm-industries,All nonfarm industries,all,,,2063191945,0.18282884145323666,0.31382371413976157,0.2714214280242355,0.0848266369128346,0.059032861821297966,0.03310422918503591,0.8178145456069043,0.07318302359085746,
agriculture-forestry-hunting-and-fishing,"Agriculture, forestry, hunting, and fishing",sector,,"Agriculture, forestry, hunting, and fishing",29998449,0.029498491738689556,0.19735156045833627,0.35848396695442486,0.0750876153630476,0.057628946083179165,0.020226979068151157,0.9731419114368213,0.03540697609944071,
animal-production,Animal production (including breeding of cats and dogs),industry,,"Agriculture, forestry, hunting, and fishing",2477588,-0.2529722455872405,0.25256668288657197,0.20532550206087533,0.045734803365208423,0.03380586279881885,0.02306598191466862,1.2521141529584419,,
forestry-and-logging,"Forestry and logging (including forest nurseries, timber tracts)",industry,,"Agriculture, forestry, hunting, and fishing",8713895,0.04283996995603,0.13882283677318047,0.3521290995588081,0.0910846412539972,0.049523892587643066,0.015927779712746136,0.9573175944855888,,
fishing-hunting-and-trapping,"Fishing, hunting, and trapping",industry,,"Agriculture, forestry, hunting, and fishing",2982926,0.0685642218412391,0.3294852746493914,0.16697296547081625,0.02578508484622146,0.01185178579689875,0.03824432788476818,0.9333251981443723,,
support-activities-for-agriculture-and-forestry,Support activities for agriculture and forestry,industry,115,"Agriculture, forestry, hunting, and fishing",15824039,0.05901426304624249,0.19563949088626512,0.4220646195323457,0.08016815428728405,0.07445153541393572,0.018753492708151187,0.9456827678445433,,
mining,Mining,sector,,Mining,12443912,0.14956389919825855,0.28945856232969425,0.2603582378274613,0.08105160177924756,0.06099127026934938,0.011771700089168101,0.8519283164329674,0.2334141775606647,
oil-and-gas-extraction,Oil and gas extraction,industry,211,Mining,7247837,0.1198896995062113,0.28568328015276645,0.2786791424807153,0.057490393340799466,0.03843008610706891,0.012049387976026503,0.8816927036300624,,
other-mining,Other mining,industry,,Mining,940809,0.05442443684105913,0.18014903938898139,0.4025057158254226,0.13599678574503432,0.05663636295996318,0.010360232523285811,0.9530988755422195,,
support-activities-for-mining,Support activities for mining,industry,213,Mining,4255266,0.2211415220576105,0.31656991321843575,0.1977248895838709,0.10903478184442524,0.10038173876791721,0.01161102502170252,0.7788638830098988,,
utilities,Utilities,sector,22,Utilities,1867080,0.0961667416500632,0.2727648250142014,0.18355935471431326,0.10597135634252415,0.04767872828159479,0.03208700216380658,0.9053420314073313,0.06027138844590657,
construction,Construction,sector,23,Construction,382517598,0.1483030958486778,0.2036730367899174,0.3572681589410169,0.11031768791981172,0.04551256750284205,0.014705472452537987,0.8520348859871278,0.052905294225757085,
construction-of-buildings,Construction of buildings,industry,,Construction,113910815,0.13198249876449397,0.18673494298521542,0.4499404907251344,0.10497404482620899,0.03631224129157534,0.012017243490005755,0.868334433389841,0.042827767952485205,
heavy-and-civil-engineering-construction,Heavy and civil engineering construction,industry,237,Construction,10856495,0.11172906172756493,0.17692761560035494,0.46180991194671944,0.15593421265334714,0.05198316767980826,0.01647106179296357,0.8883874583832074,,
specialty-trade-contractors,Specialty trade contractors,industry,,Construction,257750287,0.15705636828253075,0.21197578965440533,0.31190899508096376,0.11075789413185018,0.04930604015195529,0.015819152123776298,0.8433002481972018,0.059711429685536575,
manufacturing,Manufacturing,sector,,Manufacturing,46156294,0.07062599089952933,0.1957474824445693,0.45503518978365115,0.13240380607680505,0.07863995753211903,0.04286524823678435,0.9272441153962664,0.08123505677098346,
food-manufacturing,Food manufacturing,industry,311,Manufacturing,9971252,-0.011817673447627238,0.13376073329136906,0.5248640792550424,0.12695587274296147,0.10007930799462295,0.05429919933825762,1.0198246920246323,0.04917451093750292,
textile-and-textile-product-mills,Textile and textile product mills,industry,,Manufacturing,656466,0.13363829962252424,0.23111188690708281,0.30720098222908726,,,0.06005642333342473,0.866360177069338,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
apparel,Apparel,industry,,Manufacturing,1416890,0.030221118082561102,0.19328286795436772,0.36052975178030755,0.3206550967259279,0.19127031738525926,0.0992631749818264,0.997492395316503,,IRS flag **: data combined to prevent disclosure
leather-and-allied-products,Leather and allied products,industry,,Manufacturing,721180,0.1431362489253723,0.25378766556377685,0.4148229290884384,,,,0.8568651376910064,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
wood-products,Wood products,industry,,Manufacturing,3432175,0.13137179776672228,0.18935968492174932,0.5227766649427841,0.13634532038721803,0.056588606350200674,0.016674557678440057,0.8677217799208956,,
paper-products,Paper products,industry,,Manufacturing,158047,-0.002771327516498257,0.1826139945091307,0.5535378716457763,0.08723987168373964,0.07172549937676767,0.06339253513195442,1.0027713275164982,,"IRS flag *: small sample, use with caution"
printing-and-related-support-activities,Printing and related support activities,industry,323,Manufacturing,1663479,-0.026003333976563577,0.19080380841707714,0.3837836245603341,0.09730751034428448,0.07890451277112606,0.06194487576939655,1.027128085175707,0.06885187559796849,
petroleum-and-coal-products,Petroleum and coal products,industry,,Manufacturing,140603,0.33992873551773434,0.4994871518030663,0.25357211439300725,,,,0.6600712644822657,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
chemical-manufacturing,Chemical manufacturing,industry,325,Manufacturing,2958563,0.1332619923929286,0.24232217902427827,0.4523449390802224,0.11000745970256506,0.07959235615398422,0.038642408493582865,0.8670668834836371,0.07413176950176113,IRS flag **: data combined to prevent disclosure
plastic-and-rubber-products,Plastic and rubber products,industry,,Manufacturing,884829,0.06101743952786358,0.15386351732222583,0.5400354192731025,0.3090947516412776,0.07726012596784237,0.0575003757788228,0.9947696108513623,,
nonmetallic-mineral-products,Nonmetallic mineral products,industry,,Manufacturing,1794247,0.14446561705272462,0.2675334048541758,0.36627677237303446,0.12693514326622812,0.0523645852549844,0.050498621427261685,0.8558448195816963,,
primary-metal-industries,Primary metal industries,industry,,Manufacturing,696534,0.16165470745146684,0.2909290413511609,0.6031464364984337,0.1115336796193725,0.025308168732610326,0.007557420025440251,0.8383452925485332,,"IRS flag *: small sample, use with caution"
fabricated-metal-products,Fabricated metal products,industry,,Manufacturing,5513053,0.09769958678068213,0.17652454631205258,0.4120448325093192,0.15291073748066633,0.10001590770123196,0.043066700066188374,0.8911905980225476,,
machinery,Machinery,industry,,Manufacturing,2220152,0.16678858024135285,0.283574688477514,0.25458437079983715,0.0844293543865465,0.05796224762989201,0.0644554967407637,0.8332114197586472,,
computer-and-electronic-products,Computer and electronic products,industry,,Manufacturing,739885,-0.002235482541205728,0.22295642903813748,0.5113416274150713,0.13202997763165897,0.07969481743784507,0.0518891449346858,1.0043925745217162,,"IRS flag *: small sample, use with caution"
electrical-equipment-appliances-and-components,"Electrical equipment, appliances, and components",industry,,Manufacturing,1625563,0.09322370157293196,0.14071656688304593,0.4158153205996938,0.13265742392020488,0.0862974858556697,0.0317077837032462,0.9067762984270681,,"IRS flag *: small sample, use with caution"
transportation-equipment,Transportation equipment,industry,,Manufacturing,1844086,0.03503524239108154,0.15623890680269134,0.4147729552743202,0.06510054303324249,0.029460665066596677,0.014475463725661384,0.8508160682310911,,
furniture-and-related-products,Furniture and related products,industry,,Manufacturing,2241189,0.08858244440785672,0.20355307610756612,0.3701762769672705,0.11611961329455035,0.0812091260487179,0.04918817645455158,0.9114188941673371,,"IRS flag *: small sample, use with caution"
miscellaneous-manufacturing,Miscellaneous manufacturing,industry,,Manufacturing,7478103,0.07313365435057527,0.22095596415198154,0.5111799075246757,0.14962778661914658,0.06591350774387568,0.027232708616075494,0.927278482256797,0.09543039876588755,
wholesale-trade,Wholesale trade (merchant wholesalers),sector,,Wholesale trade (merchant wholesalers),75212496,0.0849942940332681,0.15686960941498265,0.6235369319481167,0.0414189950563534,0.029359363369618793,0.01874785540955854,0.9162752689393528,0.05082820611782092,
durable-goods-including-machinery-woods-metals-etc,"Durable goods, including machinery, woods, metals, etc.",industry,,Wholesale trade (merchant wholesalers),34130012,0.07526352466562274,0.14173339199875692,0.6097603774648541,0.041518239138034874,0.02999313331621448,0.021915374656182367,0.9249752095018309,,
nondurable-goods-including-food-fiber-chemicals-etc,"Nondurable goods, including food, fiber, chemicals, etc.",industry,,Wholesale trade (merchant wholesalers),29161488,0.06592671128441731,0.1285512906895043,0.6761722515668611,0.049317202194894855,0.034508698595901555,0.018684883295392883,0.9370677861157154,,
wholesale-electronic-markets-and-agents-and-brokers,Wholesale electronic markets and agents and brokers,industry,,Wholesale trade (merchant wholesalers),11920996,0.15949732723675103,0.26814989210139356,0.5342214694141328,0.02181394910291053,0.01494841538408368,0.009833154880682789,0.8405039310473722,,
retail-trade,Retail trade,sector,,Retail trade,199487939,0.041202280404531125,0.13998763927279947,0.5935944578584272,0.06585530466581241,0.05018165534308317,0.03485891946580289,0.9589118718600828,0.04451219011408273,
motor-vehicle-and-parts-dealers,Motor vehicle and parts dealers,industry,441,Retail trade,45602975,0.03646652438793741,0.08512593006207354,0.741392310479744,0.047279042650177974,0.037936099563679784,0.0236462204494334,0.96371219202256,,
building-material-and-garden-equipment-and-supplies-dealers,Building material and garden equipment and supplies dealers,industry,444,Retail trade,10680939,0.07653053724958077,0.12466436204236427,0.6090840889551002,0.0804975105653164,0.054790501097328616,0.018393513903599674,0.9235405239183558,0.08522054210744043,
food-and-beverage-stores,Food and beverage stores,industry,,Retail trade,36373642,0.04331444181476246,0.10557850043791804,0.5991053631637987,0.09963541731674821,0.07924515779860593,0.0352040084410574,0.9553395835368919,,
furniture-and-home-furnishing-retailers,Furniture and home furnishing retailers,industry,,Retail trade,4300208,0.0030868274278825583,0.09976174692429549,0.5920299669225303,0.09380755535546187,0.05160494562123506,0.07850852795957777,0.9970875827401837,,
electronic-and-appliance-retailers,Electronic and appliance retailers (including computers),industry,,Retail trade,2654184,0.0552866719112164,0.13558137867366968,0.5171159949724661,0.07265924291609022,0.07107871948591356,0.056904118177187414,0.9447133280887836,,"IRS flag *: small sample, use with caution"
general-merchandise-retailers,General merchandise retailers,industry,455,Retail trade,14567512,0.03352631526921001,0.1482230886427338,0.4875536055848109,0.025609589338248015,0.02308898046557298,0.01770364081388778,0.9680605033996197,0.03882604839224003,
health-and-personal-care-retailers,Health and personal care retailers,industry,456,Retail trade,10294728,0.008725728353386315,0.18452951839047635,0.5065731702673446,0.06263030941662567,0.061713820899396275,0.04104498924109505,0.9935299893304612,0.057826420034786066,
gasoline-stations,Gasoline stations,industry,4571,Retail trade,13510905,0.020065643271120624,0.03763895825682692,0.812130867621377,0.049020624451137806,0.046029707114364285,0.01216084340760297,0.9798115670267832,,
clothing-and-accessories-retailers,Clothing and accessories retailers,industry,,Retail trade,12466576,-0.028092236392735264,0.20545616449445478,0.46838602676468666,0.05903304965212581,0.05046774671730233,0.07312007723692536,1.0282273978035348,,
sporting-goods-hobby-book-and-music-retailers,"Sporting goods, hobby, book, and music retailers",industry,,Retail trade,8018321,0.05196062866527793,0.16830084716481142,0.5186245349868134,0.08178170966215995,0.061405249303438963,0.040607628454884755,0.9484097730684516,,
miscellaneous-store-retailers,Miscellaneous store retailers,industry,,Retail trade,41017950,0.07527643385395906,0.23852461302196962,0.46569531144291704,0.06897721607247559,0.041135917324000834,0.04456802448684052,0.9250340155956112,,
transportation-and-warehousing,Transportation and warehousing,sector,,Transportation and warehousing,200084105,0.08243475912291984,0.22046224467695769,0.08052349785606408,0.04196346331458963,0.026942005213257694,0.03657877271160545,0.9197696138831218,0.0612354615132305,
air-and-rail-transportation,Air and rail transportation,industry,,Transportation and warehousing,2324835,-0.21208472859364214,0.2028702952956744,0.2367892775186196,0.08082380039873797,0.06332105289192566,0.02340897310991963,1.2731118552499425,,
water-transportation,Water transportation,industry,483,Transportation and warehousing,1236206,-0.013280958028030927,0.32138181872275856,0.4372588387372331,0.14542883629427458,0.058808968731748595,0.019979679762110847,1.0360951168332786,,
truck-transportation,Truck transportation,industry,,Transportation and warehousing,114384149,0.10117496262528473,0.1802654946291468,0.09285944855873343,0.05188319406039381,0.03114533815345341,0.03275369911612491,0.8994927172994922,0.05518206166276259,
taxi-limousine-service-and-ridesharing-service,"Taxi, limousine service, and ridesharing service",industry,,Transportation and warehousing,44229385,0.06307564529780371,0.2610400187357711,0.008809686139655796,0.004568162094046752,0.0030959055840364953,0.05004697668755738,0.9386456311793618,,
other-transit-and-ground-transportation,Other transit and ground transportation,industry,,Transportation and warehousing,7937367,0.055465118344660135,0.23259134975657345,0.0867320359509646,0.06365385397953754,0.048721320306847345,0.04169254111596452,0.9447814369676998,,IRS flag **: data combined to prevent disclosure
pipeline-transportation,Pipeline transportation,industry,486,Transportation and warehousing,170834,-0.0056663193509488745,0.1710630425818818,,,,,1.005666319350949,-0.06619562605142995,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure; S corporation figure: IRS small sample flag *"
scenic-and-sightseeing-transportation,Scenic and sightseeing transportation,industry,487,Transportation and warehousing,692124,-0.36283238263663736,0.06712959603728588,0.39442354260219264,0.1571582548791835,0.06631759626887668,0.05081459391669701,1.3651455519531182,,
support-activities-for-transportation,Support activities for transportation (including motor vehicle towing),industry,,Transportation and warehousing,8834342,0.09169783103257718,0.26158534822074064,0.2503327355902681,0.07992083620942,0.06134707033076148,0.025888855106582925,0.909927190955478,,
couriers-and-messengers,Couriers and messengers,industry,492,Transportation and warehousing,19200353,0.08957324899182843,0.3408550523233946,0.03155619065961964,0.024304084409281435,0.020878834883921144,0.027706938513057545,0.915596655957315,,
warehousing-and-storage-facilities,Warehousing and storage facilities,industry,,Transportation and warehousing,1074510,-0.07196489562684387,0.21889328824329365,0.21433862877032323,0.09787437994993066,0.08918669905352207,0.14226577695879983,1.0731728881071372,,
information,Information,sector,51,Information,16621647,0.24639760428073101,0.45596077420133413,0.14259790260255195,0.06118418950901797,0.04830273438005271,0.03249220730051601,0.7625854405402785,0.17220057739760578,
motion-picture-and-sound-recording,Motion picture and sound recording,industry,,Information,6466639,0.23825653480888603,0.5160398856931621,0.06840029264042728,0.052388729291986146,0.04044496685217777,0.04255734702370118,0.776367290643563,,
publishing-industries,Publishing industries,industry,,Information,1499543,0.18186007336901977,0.38506115304476857,0.23730429870967354,0.1209215074192604,0.08766004042564968,0.04232889620371006,0.8443345739335251,0.1605227036415665,
broadcasting-and-content-providers-and-telecommunications,Broadcasting and content providers and telecommunications,industry,,Information,5086527,0.23657281284459908,0.4159912901805212,0.18859272741499258,0.07879954239896889,0.06645005521449114,0.03019584875888794,0.7663327059897648,,IRS flag **: data combined to prevent disclosure
data-processing-hosting-and-related-services,"Data processing, hosting, and related services",industry,,Information,1436650,0.23692896669334912,0.4529764367116843,0.06254132878571678,,,0.018774231719625518,0.7629805450179237,,IRS flag **: data combined to prevent disclosure
web-search-portals,Web search portals,industry,,Information,2132287,0.3462901570004413,0.4282535524248758,0.24523528024135588,0.045050689705466475,0.03370934588073744,0.00977072973760099,0.6540939376359749,,"IRS flag *: small sample, use with caution"
finance-and-insurance,Finance and insurance,sector,52,Finance and insurance,121168548,0.2021639724526533,0.4336500552038437,0.33976723893728594,0.04476585788582694,0.0421640853532387,0.01685305331875397,0.798906561131689,0.1914780757438706,
credit-intermediation-and-related-activities,Credit intermediation and related activities,industry,522,Finance and insurance,3675859,0.18342896177464912,0.37842758726865355,0.19574880320491075,0.048192000835723024,0.04713646524526648,0.02261294570874454,0.8158814035032356,,
securities-commodity-contracts-and-other-financial-investments,"Securities, commodity contracts, and other financial investments",industry,,Finance and insurance,75312136,0.1408986726920081,0.3939642214533232,0.5194488442075259,0.032324458305099724,0.030187711048322942,0.009948476298693746,0.8596889749614857,,
investment-banking-and-securities-intermediation,Investment banking and securities intermediation,industry,52315,Finance and insurance,2975333,0.16472173030716225,0.3552323919174748,0.3410492203729801,0.02978893454951093,0.027369037348088432,0.017472329987937484,0.8354718614689516,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
commodity-contracts-intermediation,Commodity contracts intermediation,industry,52316,Finance and insurance,683299,-0.0367642862055996,0.22650286259541985,0.5484597518802165,,,0.00959609190120284,1.0347300376555506,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
securities-and-commodity-exchanges,Securities and commodity exchanges,industry,5232,Finance and insurance,5308854,0.017773892444584084,0.10179300178957296,0.7717013879078234,0.008820170982287327,0.008777035495796268,0.003743934189940051,0.982226107555416,,"IRS flag *: small sample, use with caution"
other-financial-investment-activities,Other financial investment activities (investment advice),industry,,Finance and insurance,66344649,0.15151246033421625,0.4258522660056238,0.5069656032093862,0.03465186770375407,0.03233828247399425,0.010111169628766896,0.8491669011618405,,
insurance-agents-brokers-and-related-activities,"Insurance agents, brokers, and related activities",industry,,Finance and insurance,41889542,0.31257744474742644,0.47674497421870504,0.03170156408012291,0.06709015820702934,0.06349856964299108,0.02884450252523649,0.689522912425254,,
insurance-agencies-and-brokerages,Insurance agencies and brokerages,industry,,Finance and insurance,33140584,0.36140497705170194,0.4612422369901446,0.025344604669609926,0.07509888781682303,0.07230654112794149,0.031041396253005078,0.64109703075842,,
other-insurance-related-activities-and-other-financial-vehicles,Other insurance related activities and other financial vehicles,industry,,Finance and insurance,8748957,0.12762138389753203,0.5326259571012625,0.05578150629840791,0.036753638176527784,0.03013456346853688,0.020522903472951118,0.8729576565526611,,
funds-trusts-and-other-financial-vehicles,"Funds, trusts, and other financial vehicles",industry,525,Finance and insurance,291011,0.40050032472999303,0.8946818815737948,0.0027215466082038137,0.007790083536361169,0.007790083536361169,0.004862359154808581,0.5995374745284543,-0.10074815191168207,"IRS flag *: small sample, use with caution"
real-estate-and-rental-and-leasing,Real estate and rental and leasing,sector,53,Real estate and rental and leasing,109020119,0.2425259689910997,0.4250416270924161,0.18506489614086735,0.04497858785129376,0.03309697359622218,0.023415402802853296,0.7597469234096139,0.15071069776827026,
real-estate,Real estate,industry,,Real estate and rental and leasing,100012666,0.27190625035433014,0.4373290585033212,0.17584612732951244,0.0438090011519141,0.03205889941979949,0.02105381332400438,0.7297916645877633,0.16787684737563086,
lessors-of-real-estate,Lessors of real estate (including miniwarehouses and self storage),industry,,Real estate and rental and leasing,4953396,-0.05121758890264376,0.28700298253935536,0.13140560536650006,0.044681467017779315,0.03622302759561319,0.04579847845801143,1.0558586472795632,,
offices-of-real-estate-agents-brokers-property-managers-and-appraisers,"Offices of real estate agents, brokers, property managers, and appraisers",industry,,Real estate and rental and leasing,66261028,0.3496399271076808,0.485757841129645,0.09006380039862949,0.037079684305531754,0.02873185124746329,0.021610787565807157,0.6519501025550041,,
other-activities-related-to-real-estate,Other activities related to real estate,industry,53139,Real estate and rental and leasing,28798242,0.14862952398274867,0.3327931807305516,0.3808640819116667,0.059142221250866635,0.038997762432859615,0.015516086016639489,0.852810390300908,,
rental-and-leasing-services,Rental and leasing services,industry,,Real estate and rental and leasing,8842248,-0.09229723029709187,0.2401417892193354,0.2876092143083976,0.05895299475879889,0.04536188082487621,0.05056395161049543,1.1011160284126842,,
automotive-equipment-rental-and-leasing,Automotive equipment rental and leasing,industry,5321,Real estate and rental and leasing,1859796,-0.18248560594817925,0.2546175791950352,0.27255462427061894,0.03333322579465705,0.03328160723004028,0.030707669013160584,1.1849649101299282,,
consumer-electronics-and-appliances-rental,Consumer electronics and appliances rental,industry,53221,Real estate and rental and leasing,158153,0.06714384172288859,0.08085553901416338,0.24224643225231263,0.08948296902366695,0.08948296902366695,0.010957743450962043,0.9328561582771114,,"IRS flag *: small sample, use with caution"
formal-wear-and-costume-rental,Formal wear and costume rental,industry,532281,Real estate and rental and leasing,0,,,,,,,,,
video-tape-and-disc-rental,Video tape and disc rental,industry,532282,Real estate and rental and leasing,,,,,,,,,,IRS flag **: data combined to prevent disclosure
home-health-equipment-rental,Home health equipment rental,industry,532283,Real estate and rental and leasing,21305,-0.14400375498709223,0.10913884834502566,0.1133067355080967,0.35822576859892047,0.35822576859892047,0.07096925604318235,1.1440506923257452,,IRS flag **: data combined to prevent disclosure
recreational-goods-rental,Recreational goods rental,industry,532284,Real estate and rental and leasing,416847,-0.27000794056332417,0.16202917414009302,0.12201359251715857,,,0.21603849853783283,1.2716464314244795,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
all-other-consumer-goods-rental,All other consumer goods rental,industry,532289,Real estate and rental and leasing,1120460,0.030671331417453547,0.30587515436669144,0.18809417560644734,0.07513342734234153,0.06956964104028703,0.07772968245185014,0.9703514627920675,,IRS flag **: data combined to prevent disclosure
general-rental-centers-and-other-consumer-goods-rental,General rental centers and other consumer goods rental,industry,,Real estate and rental and leasing,1284133,0.12748056470786126,0.18977348928618498,0.35217068636971405,,,0.07497509993123765,0.8725194352921387,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
commercial-and-industrial-machinery-and-equipment-rental-and-leasing,Commercial and industrial machinery and equipment rental and leasing,industry,5324,Real estate and rental and leasing,3981554,-0.14310894690866932,0.26413471829548196,0.32189491841627665,0.08873821628439549,0.060144858012725684,0.028460495575345707,1.1610760522147885,,
lessors-of-nonfinancial-intangible-assets,Lessors of nonfinancial intangible assets (except copyrighted works),industry,533,Real estate and rental and leasing,165205,0.3768408946460458,0.38556542830977897,0.27750976060046606,0.0050785387851457284,0.0050785387851457284,0.000012106171120728792,0.6231591053539541,,"IRS flag *: small sample, use with caution"
professional-scientific-and-technical-services,"Professional, scientific, and technical services",sector,54,"Professional, scientific, and technical services",250227539,0.39695226351564766,0.5164453880591455,0.12497941323716572,0.07964632142267922,0.06130635365438334,0.025563645095034882,0.6036255945433728,0.12870368099706703,
legal-services,Legal services,industry,5411,"Professional, scientific, and technical services",43229954,0.43768339425019975,0.4947331697894495,0.08849165095109747,0.10401126034045745,0.0968475238257251,0.0375216221604122,0.5621621526592417,,
offices-of-certified-public-accountants,Offices of certified public accountants,industry,,"Professional, scientific, and technical services",4181407,0.44792554276586805,0.5102734396303238,0.004768490606152427,0.16712556323744615,0.16701340003496432,0.03201625672889532,0.5520742180801821,,
other-accounting-services,Other accounting services,industry,541219,"Professional, scientific, and technical services",11707891,0.3925207366553037,0.5484832620380135,0.04486794419251085,0.07118361453826312,0.06753487882659652,0.034844533486005295,0.6096720579308434,,
architectural-engineering-and-related-services,"Architectural, engineering, and related services",industry,5413,"Professional, scientific, and technical services",21366399,0.3189197674348401,0.4340753239830486,0.1694821855568643,0.11010605951896714,0.07205814138358083,0.02676103727165256,0.6812439007621266,,
architectural-services,Architectural services,industry,54131,"Professional, scientific, and technical services",8871181,0.17323837716759471,0.3420668762889384,0.1895132113751258,0.13436790434103418,0.07511683055502982,0.04208639187950285,0.8267616228324053,,
engineering-services,Engineering services,industry,54133,"Professional, scientific, and technical services",8668161,0.4177679671616621,0.48952554675197835,0.19699691780067305,0.08670281966382488,0.05573512074821868,0.01972667558897441,0.5826165434629098,,
drafting-building-inspections-and-geophysical-surveying,"Drafting, building inspections, and geophysical surveying",industry,,"Professional, scientific, and technical services",2673038,0.5012730832857595,0.5582015787009859,0.030395003737320608,0.06454565928355677,0.058137968857906244,0.005843164219887634,0.49878714780710187,,"IRS flag *: small sample, use with caution"
surveying-and-mapping-services,Surveying and mapping (except geophysical) services,industry,54137,"Professional, scientific, and technical services",638274,0.3120274364927915,0.35925241195022295,0.008190839670737018,,,0.009406618474197602,0.687977263682995,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
testing-laboratories,Testing laboratories,industry,,"Professional, scientific, and technical services",515745,0.22680976063752437,0.417637512737365,0.2829731747278209,0.45852116840686774,0.4551105682071566,0.011274951768800473,0.7731902393624757,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
specialized-design-services,Specialized design services,industry,5414,"Professional, scientific, and technical services",14332404,0.3028155639486579,0.44238228773421745,0.3000144288425026,0.03579587904443665,0.023149989352798037,0.020483095508611115,0.6970873832470812,,
computer-systems-design-services,Computer systems design services,industry,541512,"Professional, scientific, and technical services",16799666,0.3702745042669301,0.51195088898923,0.14040886289048843,0.1207618651466047,0.06396246211085387,0.024977579911410145,0.6292126879189146,,
other-professional-scientific-and-technical-services,"Other professional, scientific, and technical services",industry,5419,"Professional, scientific, and technical services",138609819,0.40808130627455763,0.5423481187822404,0.11992353153566992,0.0649788237585102,0.04847287189661506,0.021267375004652447,0.5928717863775581,,
management-scientific-and-technical-consulting-services,"Management, scientific, and technical consulting services",industry,5416,"Professional, scientific, and technical services",67087060,0.5024691497883497,0.637213619555375,0.06256486720389894,0.058156327017460596,0.037634157764552506,0.017331330363858543,0.4990619651539358,,
scientific-research-and-development-services,Scientific research and development services,industry,5417,"Professional, scientific, and technical services",1906442,0.3684932455327778,0.5476011636010315,0.13340872683249738,0.0698327040633809,0.0698327040633809,0.025388655936031623,0.6415102059228658,,
advertising-and-related-services,Advertising and related services,industry,,"Professional, scientific, and technical services",13628176,0.27385660414130253,0.39572464253395795,0.24845144353873916,0.08338254510361474,0.0506703905203455,0.01963747753184285,0.7268716664651235,,
market-research-and-public-opinion-polling,Market research and public opinion polling,industry,,"Professional, scientific, and technical services",1057285,0.27220002175383173,0.5009416624159191,0.08880670774672865,,,0.02058479974652057,0.7277999782461683,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
other-miscellaneous-services,Other miscellaneous services,industry,,"Professional, scientific, and technical services",54930855,0.3300955173554098,0.4572291173260889,0.15821920121214206,0.06982744033385244,0.06135666375482413,0.026348943594633654,0.6699116917076933,,IRS flag **: data combined to prevent disclosure
administrative-and-support-and-waste-management-and-remediation-servic,Administrative and support and waste management and remediation services,sector,,Administrative and support and waste management and remediation services,119268937,0.19766120662247538,0.37053757952138805,0.1620335393783211,0.11292988215364072,0.07943183898754795,0.025342315241729706,0.7970232685145839,0.07229853830667386,
management-of-companies-and-enterprises,Management of companies and enterprises,industry,,Administrative and support and waste management and remediation services,525377,-1.8861617467076024,0.3447285703859734,0.6703529084828609,0.15596228993655983,0.11820083482908464,0.013361833502418263,1.467471929680972,,"IRS flag *: small sample, use with caution"
administrative-and-support-services,Administrative and support services,industry,,Administrative and support and waste management and remediation services,114423419,0.2117527444272575,0.3776194344820284,0.15671160813679236,0.11233576231453109,0.07893321209008795,0.025552566297638774,0.7891804561442094,0.0726052471035514,
waste-management-and-remediation-services,Waste management and remediation services,industry,,Administrative and support and waste management and remediation services,4320141,0.07784792209328353,0.17113467470596466,0.24117337836890046,0.12343231389901395,0.08792375063684264,0.021230557058207127,0.923214080281176,0.06990164096717282,
educational-services,Educational services,sector,61,Educational services,16807961,0.294083619065989,0.4965241500986041,0.053922007553444465,0.07001586926576044,0.05833795068896221,0.07468901195094396,0.7077633033536905,0.1295253783233451,
health-care-and-social-assistance,Health care and social assistance,sector,62,Health care and social assistance,147497660,0.3489836720121526,0.46855654798988267,0.04684192956010285,0.14001954336089129,0.13129277440740417,0.046782138781049136,0.652631994297401,0.11373810561392236,
ambulatory-health-care-services,Ambulatory health care services,industry,621,Health care and social assistance,111448146,0.3633270489757631,0.47659544351057076,0.05447371910520611,0.1374412814368397,0.12857726677660478,0.047947589904277096,0.6378760037874475,,
offices-of-physicians,Offices of physicians (except mental health specialists),industry,,Health care and social assistance,27893323,0.461202991124435,0.5464657488499984,0.045889942908559155,0.1214809006442151,0.11774878884097101,0.033481489458964786,0.5390843536282859,,
offices-of-physicians-mental-health-specialists,"Offices of physicians, mental health specialists",industry,,Health care and social assistance,6398165,0.5508576287107319,0.6271679716226898,0.05485510298655943,0.08284578468982903,0.06526918264846249,0.040491765998532395,0.4549309059706963,,
offices-of-dentists,Offices of dentists,industry,6212,Health care and social assistance,17951725,0.2707987672493869,0.32293230340747375,0.0468195674788913,0.25639708718800003,0.24589809614396388,0.04229281587145525,0.730356553478844,,
offices-of-chiropractors,Offices of chiropractors,industry,62131,Health care and social assistance,3644566,0.33403071860956834,0.36163146467204577,0.05155154276256761,0.13176822699877022,0.12881561206464637,0.0911189425572208,0.6659692813904317,,
offices-of-optometrists,Offices of optometrists,industry,62132,Health care and social assistance,3777277,0.18067300862499627,0.2787072925436044,0.2616321228228695,0.21734784078583594,0.21550974418873703,0.07785899736768047,0.8226693461983329,,
offices-of-mental-health-practitioners-and-social-therapists,Offices of mental health practitioners and social therapists,industry,,Health care and social assistance,19234787,0.509180995869619,0.580842515525684,0.01408479334863443,0.06668350421556526,0.05843303593640002,0.04751495298596236,0.49215013402539887,,
offices-of-podiatrists,Offices of podiatrists,industry,621391,Health care and social assistance,962917,0.4262693461637919,0.4390744728275955,0.15573408715392917,0.11457789196784354,0.11085794518115269,0.03983313203526368,0.5737316923473155,,"IRS flag *: small sample, use with caution"
outpatient-care-centers-and-other-miscellaneous-health-practitioners,Outpatient care centers and other miscellaneous health practitioners,industry,,Health care and social assistance,13647943,0.33108791559284795,0.48969291691284667,0.08139805390453345,0.08831455406869738,0.07599753310810281,0.06553822799523708,0.6698486357980833,,
medical-and-diagnostic-laboratories,Medical and diagnostic laboratories,industry,,Health care and social assistance,1436451,0.16634469257914122,0.3315276254187579,0.13567883624293484,0.1014152240487145,0.09425173570139184,0.058399485955316265,0.8360675024765899,,
home-health-care-services,Home health care services,industry,,Health care and social assistance,14011586,0.12691189990911808,0.4062966945353665,0.03991739407658776,0.1760253264691092,0.16207144573069743,0.051824968279822144,0.8740744266923102,,
other-ambulatory-health-care-services,"Other ambulatory health care services (including ambulance services, blood, and organ banks)",industry,,Health care and social assistance,2489406,0.24170745953050649,0.37942085304086065,0.055183445368091825,0.11434976857933178,0.10271888153238162,0.04357545534958942,0.7582889251492123,,
hospitals,Hospitals,industry,,Health care and social assistance,1265368,0.16638163759475505,0.2544967149531152,0.003725398461159125,0.3414824778246328,0.3411252694868212,0.05122067256323852,0.8309859266237174,,
nursing-and-residential-care-facilities,Nursing and residential care facilities,industry,,Health care and social assistance,9129074,0.14925413026556691,0.3101264473583427,0.034400750831902555,0.24117265343670125,0.22711219122552845,0.048220662906226855,0.8552893754613009,,
social-assistance,Social assistance,industry,,Health care and social assistance,25655071,0.36675256131624034,0.4913734733592002,0.020242313887963905,0.10528893098756187,0.09864350014856713,0.04098850476773189,0.6358232647261043,,
arts-entertainment-and-recreation,"Arts, entertainment, and recreation",sector,71,"Arts, entertainment, and recreation",62929537,0.2155032540601721,0.4211067927799563,0.12877189927521634,0.05537145458419629,0.045274796793753624,0.04917488905090784,0.7861152863718034,0.15012186451749499,
performing-arts-spectator-sports-and-related-industries,"Performing arts, spectator sports, and related industries",industry,711,"Arts, entertainment, and recreation",47466608,0.26470381030808016,0.46819890033587636,0.0916868548938656,0.03689071273009439,0.02821842673063978,0.0379761073300203,0.7376891139977814,,IRS flag **: data combined to prevent disclosure
museums-historical-sites-and-similar-institutions,"Museums, historical sites, and similar institutions",industry,712,"Arts, entertainment, and recreation",340589,0.18690562525507282,0.3534632041509518,0.3175998050436156,,,,0.7859032440859804,,"IRS flag *: small sample, use with caution; IRS flag **: data combined to prevent disclosure"
amusement-gambling-and-recreation-industries,"Amusement, gambling, and recreation industries",industry,713,"Arts, entertainment, and recreation",15122340,0.06171472139893694,0.23677536051937836,0.2409230978803545,0.11462657234264009,0.09983170593968922,0.0846607072714937,0.9381220763453275,0.10953094530986067,
accommodation-food-services-and-drinking-places,"Accommodation, food services, and drinking places",sector,,"Accommodation, food services, and drinking places",84808588,0.019150100694990936,0.14072044692191774,0.3505254915929033,0.18330024548928936,0.1573394076552719,0.06126469173145531,0.9825478759297348,0.047672243552649124,
accommodation,Accommodation,industry,,"Accommodation, food services, and drinking places",7591898,-0.12992679827890205,0.19704174140559821,0.10096697821809514,0.1374975006250084,0.12270949899484951,0.045633779589767935,1.1300424478832567,0.09719401725692484,
travel-accommodation,"Travel accommodation (including hotels, motels, and bed and breakfast inns)",industry,,"Accommodation, food services, and drinking places",5895993,-0.11563938423943176,0.17845238268144253,0.11752965106980283,0.14911584867892483,0.13118468763446633,0.028803460248341545,1.1139158408091734,,
rv-parks-and-recreational-camps,RV (recreational vehicle) parks and recreational camps,industry,,"Accommodation, food services, and drinking places",1038242,0.048841214283375164,0.2159629456906297,0.043124820610223824,0.10952263537787915,0.10781686735847712,0.02442686772448042,0.9616303328125813,,
rooming-and-boarding-houses,Rooming and boarding houses,industry,,"Accommodation, food services, and drinking places",657663,-0.5402341320706806,0.3225149137949872,0.04379446616276117,0.07750321973411915,0.07024114173976642,0.22999773440196575,1.540488061514788,,
restaurants-and-drinking-places,Restaurants (full & limited service) and drinking places,industry,,"Accommodation, food services, and drinking places",77216690,0.03380725073815,0.13641538523242727,0.3750619328541537,0.18780353055796617,0.1607441992139264,0.06280150055642116,0.9680462993168963,0.043369671474835655,
other-services,Other services,sector,,Other services,164777387,0.18949836848669047,0.3509236838950096,0.19262719586638427,0.07763819558566007,0.05784686948579904,0.07875299054232485,0.8110221883783119,0.08402526619685924,
auto-repair-and-maintenance,Auto repair and maintenance,industry,,Other services,41280145,0.07954770992204606,0.18657440462300823,0.3580235243844226,0.10495215072524576,0.07683810219174375,0.054823184366237086,0.9214590210378379,,
automotive-mechanical-and-electrical-repair-and-maintenance,Automotive mechanical and electrical repair and maintenance,industry,,Other services,21999812,0.07529959801474667,0.1907118668593262,0.3596373005369319,0.09689728257677839,0.07137706449491478,0.06138311545571389,0.9252899979327096,,
automotive-body-shops,Automotive body shops,industry,,Other services,9638246,0.11361641941905197,0.17627960208062765,0.39012596275297395,0.10910398012252437,0.08486108364530227,0.027147885621512463,0.8863899095333321,,
other-auto-repair-and-maintenance,"Other auto repair and maintenance (including oil change, lubrication, and car washes)",industry,,Other services,9642088,0.055185349895167934,0.18804291267400924,0.3222517778306939,0.1191803061743473,0.08127845338063705,0.06751991892212558,0.9477731379344391,,
miscellaneous-repairs,Miscellaneous repairs,industry,,Other services,24438604,0.13220120920163853,0.27062143502745356,0.30653800847216967,0.09353361591357673,0.05156063742429805,0.032872376834617884,0.867843556039453,,
personal-and-laundry-services,Personal and laundry services,industry,,Other services,95928506,0.24429938479392144,0.42731405003565026,0.09778590735062631,0.06388283582775697,0.053003066679679134,0.10278407755042072,0.756137544766933,0.1084519870517108,
religious-grantmaking-civic-professional-and-similar-organizations,"Religious, grantmaking, civic, professional, and similar organizations",industry,,Other services,3130132,0.407400071306897,0.6314237863431947,0.02860134971943675,0.014876049955720717,0.004917683982656323,0.01607791620289496,0.5929858549096332,0.2595253373508542,"IRS flag *: small sample, use with caution"
unclassified-establishments,Unclassified establishments,sector,,Unclassified establishments,22296148,0.10891338719136597,0.54489603901954,0.6668674337827324,0.008984735838674913,0.007435768725611258,0.010043797699943506,0.8910023830125275,,