Sole Proprietorship Returns, Tax Year 2018

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Sole Proprietorship Returns, Tax Year 2018

by Adrian Dungan

F

or Tax Year 2018, there were approximately 27.1 million

individual income tax returns that reported nonfarm sole

proprietorship activity, a 2.6-percent increase from Tax

Year 2017. Total receipts reported by nonfarm sole proprietorships increased 3.8 percent, while deductions increased 4.7 percent, and profits rose 0.7 percent to $348.5 billion in 2018. In

constant dollars, total receipts rose by 1.4 percent, deductions

rose by 2.3 percent, and profits decreased by 1.6 percent. Total

profits as a percentage of business receipts were 21.9 percent

for the year, down from 22.6 percent for the prior year. The

professional, scientific, and technical services sector remained

the sector with the largest share of profits at 24.4 percent, with

profits increasing by 2.6 percent to $85 billion. Most sectors saw

increases in profits, with the largest percentage increase in the

arts, entertainment and recreation sector, which increased 11.1

percent to $12.8 billion.

The construction sector reported the largest percentage of

total business receipts (17 percent) and total business deductions (18.2 percent). The transportation and warehousing sector

reported the largest percentage increase in business receipts

(18.2 percent) and also reported the largest dollar increase in

business receipts, jumping $21.6 billion.

Returns and Receipts

Between Tax Years 2017 and 2018, the number of individual

income tax returns reporting nonfarm sole proprietorship activity increased 2.6 percent to 27.1 million (Figure A).1 The transportation and warehousing sector had the largest percentage

increase in the number of returns among all sectors, increasing

10 percent for Tax Year 2018 after increasing by 18.6 percent

in Tax Year 2017. Growth in ride-sharing businesses contributed to these large increases. The subsector of the transportation and warehousing sector specific to “Taxis, limousines, and

other ride-sharing services” accounted for 27.8 percent of the

total increase in the number of business returns in the sector

for Tax Year 2018. This subsector also made up much of the

total increase in the number of business returns for Tax Years

2015 (69.1 percent) and 2016 (79.9 percent) and 2017 (51.6

percent). Between Tax Years 2013 and 2018, the average business receipts per return in this subsector fell from $36,420 to

Figure A

Nonfarm Sole Proprietorship Returns, Receipts, and Deductions, by Selected Industrial Sector, Tax Years 2017 and 2018

[Number of returns is in thousands—money amounts are in billions of dollars]

Selected industrial sector

2017

(1)

Number of returns

Percentage

2018

change

(2)

(3)

Total business receipts

Percentage

2017

2018

change

(4)

(5)

(6)

Total business deductions [1]

Percentage

2017

2018

change

(7)

(8)

(9)

All nonfarm industries

26,426.4

27,117.2

2.6

1,531.3

1,589.7

3.8

1,186.5

1,242.4

4.7

Construction

Wholesale trade (merchant wholesalers)

Retail trade

Transportation and warehousing

Finance and insurance

Real estate and rental and leasing

Professional, scientific, and technical services

Administrative and support and waste management

services

Health care and social assistance

Arts, entertainment, and recreation

Other services

All other sectors

2,832.3

333.5

2,434.0

2,354.3

660.2

1,351.7

3,536.3

2,901.7

349.7

2,401.8

2,589.2

673.6

1,362.2

3,650.3

2.4

4.9

-1.3

10.0

2.0

0.8

3.2

265.5

50.0

180.8

118.6

83.8

93.4

200.5

269.9

53.3

187.6

140.2

90.0

93.0

203.6

1.6

6.6

3.7

18.2

7.4

-0.5

1.6

221.7

45.1

170.5

102.0

61.0

60.5

117.9

225.6

48.9

176.7

122.4

66.2

62.1

118.8

1.8

8.5

3.6

20.0

8.5

2.6

0.7

2,601.8

2,626.4

0.9

84.4

83.4

-1.3

60.2

60.0

-0.2

2,131.2

1,696.1

3,429.9

3,065.2

2,071.6

1,723.8

3,623.4

3,143.6

-2.8

1.6

5.6

2.6

122.5

49.4

113.1

169.3

120.1

51.8

122.9

174.1

-2.0

4.9

8.7

2.8

75.4

37.9

83.5

150.9

74.3

39.1

92.2

156.1

-1.4

3.1

10.4

3.5

[1] Total business deductions are calculated before subtraction of nonallowable "passive" activity losses and inclusion of any "passive loss" carryover from prior years.

NOTES: Detail may not add to totals because of rounding. Percentages were calculated before rounding.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

For Tax Year 2018, the 27,117,163 nonfarm sole proprietorship returns accounted for an estimated 30,790,001 nonfarm businesses. For purposes of these statistics, if a proprietor owned more

than one business, the statistics for each business were combined with those of the proprietor’s dominant business and included in the industrial group for that business activity. When this

occurred, the sum of net incomes (for businesses reporting a positive net income) reduced by the sum of net deficits (for businesses reporting a deficit) yielded the profits for a specific industrial

group.

The North American Industry Classification System (NAICS) was used to classify data by industries. The Statistics of Income Division applied these classifications on a “per business” (rather

than on a “per establishment”) basis by combining various industry groups, although businesses were further combined as described above. While the wording of the industry titles used for the

sole proprietorship statistics diverge somewhat from those appearing in NAICS, the definitions are consistent.

NAICS for industrial coding was introduced in Tax Year 1998. Prior to 1998, industries were classified using the Standard Industrial Classification (SIC). Due to coding changes, comparisons

between data by industry from 1998–2018 with 1997 and prior years may show inconsistencies. A reason for this is that several types of sole proprietorships under NAICS were classified in

completely different industrial groups, which makes prior-year comparisons under the SIC system inappropriate. For example, in 1997, finance, insurance, and real estate were classified as one

industry under the SIC system, while under the NAICS system, the group is split into two industrial sectors. The industrial sectors based on the NAICS codes are reported in Tables 1 and 2.

1

Statistics of Income

Statistics of Income Bulletin | Spring 2021

www.irs.gov/statistics

Sole Proprietorship Returns, Tax Year 2018

Figure B

Nonfarm Sole Proprietorships: Income Statements, for Taxis and Limousines, Including Ride-Sharing Services, Tax Years 2014–2018

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Net income status, item

Taxis and Limousines, including ride-sharing services

2013

2014

2015

2016

2017

2018

(1)

(2)

(3)

(4)

(5)

(6)

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

Other business income (loss) [1]

230,481

8,394,177

8,238,769

155,408

331,281

10,874,894

10,658,172

216,722

555,046

12,808,899

12,680,939

127,959

847,065

16,667,209

16,445,007

222,202

1,037,701

21,538,304

21,283,180

255,124

1,103,024

26,481,055

26,077,063

403,992

Business deductions, total [1,2]

Cost of sales and operations

Advertising expenses

Car and truck expenses

Commissions

Contract labor

Depreciation

Insurance

Legal and professional services

Meals and entertainment deducted

Other interest paid on business indebtedness

Office expenses

Rent paid on machinery and equipment

Rent paid on other business property

Repairs

Supplies

Salaries and wages

Taxes paid

Travel

Utilities

Other business expenses

6,026,516

85,707

58,833

1,446,115

179,673

193,757

252,269

303,001

36,102

68,614

49,441

21,934

1,244,278

149,334

209,576

41,890

115,582

89,953

53,945

145,183

1,206,370

8,405,469

220,143

46,425

2,154,758

230,200

278,918

362,876

403,056

45,489

85,709

13,270

29,264

1,676,672

120,421

289,536

125,806

103,728

139,797

73,095

199,119

1,669,365

10,153,715

200,268

60,397

2,725,539

487,736

199,810

488,304

382,624

60,581

89,987

34,864

57,056

1,613,450

234,897

359,142

99,870

109,566

122,103

74,806

320,180

2,206,131

13,459,248

168,933

69,043

4,480,628

794,283

179,858

459,246

487,139

77,012

224,901

30,653

75,168

1,622,525

227,218

375,638

199,312

219,346

211,215

105,037

429,427

2,728,782

17,853,556

203,540

90,730

6,469,898

1,222,840

489,904

678,466

520,928

135,018

273,547

39,506

97,634

1,484,949

242,263

528,036

245,197

129,258

222,812

206,122

581,156

3,685,076

22,749,710

137,168

114,344

8,946,327

1,661,332

277,689

649,395

551,804

189,579

295,317

62,813

130,595

1,407,164

263,762

640,663

387,074

115,582

263,331

291,242

749,740

5,292,885

Net income less deficit [1,2]

Net income [1,2]

Deficit [2]

2,367,665

2,629,448

261,783

2,470,162

2,940,526

470,364

2,656,632

3,457,190

800,558

3,223,125

4,382,503

1,159,378

3,694,665

5,485,379

1,790,714

3,760,332

6,176,837

2,416,505

Returns with Schedule C-EZ:

Number of returns

Business receipts

Business deductions

Net income

23,418

223,733

39,465

184,268

36,026

197,099

39,656

157,444

126,124

502,216

164,642

337,574

193,612

595,387

198,272

397,116

169,286

731,185

224,661

506,525

107,768

522,547

160,568

361,979

BUSINESSES WITH AND WITHOUT

NET INCOME

[1] Includes returns with Schedule C-EZ attached. Schedule C-EZ was filed for certain small businesses, i.e., those with net incomes, business expenses of $5,000 or less, used the cash accounting method,

with no inventories or employees, and with no deduction for a home office business and no allowable "passive" activity losses. Because only a total is reported for business deductions on Schedule C-EZ, the

totals shown in the statistics exceed the sum of the detailed deductions; the detailed deductions are, therefore, slightly understated.

[2] Total business deductions are before subtraction of nonallowable "passive" activity losses and any "passive loss" carryover from the prior years. However, these losses (after subtraction) and any carrryover

are reflected in net income or deficit. Therefore, total business receipts minus total business deductions may not always equal net income or deficit.

[3] Total business deductions will not be equal to the total as items with an estimate based on a small number of sample returns have been removed.

NOTE: Detail may not add to totals because of rounding.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns 2018, November 2020.

$24,008. This large drop was driven by substantial increases in

the number of returns for this subsector coupled with smaller

gains in total business receipts over this same period (Figure B).

However, average business receipts for 2018 were up from the

2017 level of $20,756. For the transportation and warehousing

sector more broadly, 87.9 percent of the returns had business

receipts of $100,000 or less; these returns accounted for 49.8

percent of total profits (Figure B1). Similarly, both the administrative and support and waste management services and the

construction sector had a relatively large percentage of profits accounted for by returns with business receipts of less than

Statistics of Income Bulletin

$100,000. In the administrative and support and waste management services sector, 95 percent of returns had business receipts

less than $100,000; these returns accounted for 62.3 percent of

the sectors’ total profits. The construction sector had 82.5 percent of such returns, accounting for 46.4 percent of its total profits. The finance and insurance sector and the wholesale trade

and retail trade sectors had much lower percentages of profits

accounted for by returns with business receipts of $100,000 or

less. The professional, scientific, and technical services sector

had the largest number of returns with business receipts less

than $100,000, increasing 3.5 percent to 3.2 million returns.

4

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Figure B1

Nonfarm Sole Proprietorships: Percentage of Industry’s Total Returns and Total Net Income for Returns with Business Receipts

Equal To or Less Than $100,000, by Selected Industry, Tax Year 2018

36.8%

All nonfarm industries

89.7%

62.3%

Administrative and support and waste management services

95.0%

49.8%

Transportation and warehousing

87.9%

46.4%

Construction

82.5%

36.3%

Arts, entertainment, and recreation

96.1%

33.8%

Health care and social assistance

90.2%

28.5%

Professional, scientific, and technical services

88.4%

27.0%

Real estate and rental and leasing

Finance and insurance

15.2%

Wholesale trade (merchant wholesalers)

14.9%

85.0%

78.9%

84.2%

3.5%

Retail trade

0%

10%

89.0%

20%

30%

40%

50%

60%

Net income less deficit (profits)

70%

80%

90%

100%

Number of returns

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020

Overall, returns with business receipts of $100,000 or less comprised 89.7 percent of all sole proprietor returns but earned just

36.8 percent of the profits.

For all nonfarm sole proprietorship industries, total business

receipts (the sum of “income from sales and operations” and

“other business income”) increased 3.8 percent, from $1,531.3

billion to $1,589.7 billion (Figure A).2 The transportation and

warehousing sector showed the largest percentage increase in

business receipts, increasing 18.2 percent to $140.2 billion

for Tax Year 2018. The finance and insurance business sector

experienced the second largest percentage increase in business

receipts, jumping by 7.4 percent to $90 billion. In constant

dollar terms, total business receipts for nonfarm sole proprietorships increased 1.4 percent to $1,441.3 billion for the year

(Figure C).3

Deductions

Total business deductions (“cost of sales and operations” plus

business expenses, including expenses for home offices) in current dollars increased 4.7 percent, from $1,186.5 billion in Tax

Statistics for “business receipts, total” in Table 2 represent the total receipts of the business, mainly gross receipts from sales and operations. Business receipts also include miscellaneous

business receipts, such as incidental sales of scrap, shown separately as “other business income.” However, business receipts exclude incidental investment income received through the business. Examples of such incidental investment income are interest, dividends, income or loss from rents or royalties, and capital or ordinary gain or loss from the sale of investment and business

property. Sole proprietors report incidental investment income, in combination with nonbusiness related investment income, as part of their total income on their individual income tax returns.

3

Based on the overall implicit price deflator for Gross Domestic Product (GDP). See U.S. Department of Commerce, Bureau of Economic Analysis, Survey of Current Business. Indices used

for this article were:

2

Year

Indices

Year

Indices

Year

Indices

1988

59.059

2000

78.078

2012

100

1989

61.374

2001

79.79

2013

101.755

1990

63.671

2002

81.052

2014

103.638

1991

65.825

2003

82.557

2015

104.717

1992

67.325

2004

84.78

2016

105.801

1993

68.92

2005

87.421

2017

107.794

1994

70.392

2006

90.066

2018

110.292

1995

71.868

2007

92.486

1996

73.183

2008

94.285

1997

74.445

2009

95.004

1998

75.283

2010

96.111

1999

76.37

2011

98.118

Statistics of Income Bulletin

5

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Figure C

Nonfarm Sole Proprietorship Receipts, Deductions, and Profits, Tax Years 1988–2018

[Money amounts are in billions of dollars]

Tax year

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

2018

Total business receipts

Constant dollars [2]

Current dollars

Percentage

Amount

change

(1)

(2)

(3)

672.0

1,137.8

[3]

692.8

1,128.8

-0.8

730.6

1,147.5

1.7

712.6

1,082.6

-5.7

737.1

1,094.8

1.1

757.2

1,098.7

0.4

790.6

1,123.2

2.2

807.4

1,123.4

[4]

843.2

1,152.2

2.6

870.4

1,169.2

1.5

918.3

1,219.8

4.3

969.3

1,269.3

4.1

1,021.0

1,307.6

3.0

1,016.8

1,274.4

-2.5

1,029.7

1,270.4

-0.3

1,050.2

1,272.1

0.1

1,139.5

1,344.1

5.7

1,222.9

1,398.8

4.1

1,278.4

1,419.4

1.5

1,324.4

1,432.0

0.9

1,317.4

1,397.3

-2.4

1,178.4

1,240.4

-11.2

1,195.5

1,243.9

0.3

1,265.9

1,290.2

3.7

1,301.6

1,301.6

0.9

1,341.6

1,318.4

1.3

1,393.9

1,345.0

2.0

1,443.6

1,379.8

2.6

1,422.2

1,345.2

-2.5

1,531.3

1,421.7

5.7

1,589.7

1,441.3

1.4

Total business deductions [1]

Constant dollars [2]

Current dollars

Percentage

Amount

change

(4)

(5)

(6)

545.7

924.0

[3]

560.2

912.8

-1.2

589.2

925.4

1.4

571.2

867.8

-6.2

583.1

866.1

-0.2

600.8

871.7

0.6

623.8

886.2

1.7

638.1

887.9

0.2

666.5

910.7

2.6

683.9

918.6

0.9

716.2

951.3

3.6

761.4

997.0

4.8

806.4

1,032.8

3.6

799.6

1,002.2

-3.0

808.9

998.0

-0.4

820.2

993.5

-0.5

892.4

1,052.6

5.9

953.4

1,090.6

3.6

1,001.1

1,111.5

1.9

1,044.3

1,129.2

1.6

1,053.7

1,117.6

-1.0

934.5

983.7

-12.0

929.0

966.6

-1.7

984.2

1,003.1

3.8

997.6

997.6

-0.6

1,040.4

1,022.4

2.5

1,078.5

1,040.6

1.8

1,112.8

1,063.6

2.2

1,094.9

1,035.6

-2.6

1,186.5

1,101.6

6.4

1,242.4

1,126.4

2.3

Net income less deficit (profits)

Constant dollars [2]

Current dollars

Percentage

Amount

change

(7)

(8)

(9)

126.3

213.9

[3]

132.7

216.2

1.1

141.4

222.1

2.7

141.5

215.0

-3.2

154.0

228.7

6.4

156.5

227.0

-0.8

166.8

237.0

4.4

169.3

235.5

-0.6

176.8

241.5

2.6

186.6

250.7

3.8

202.3

268.7

7.2

207.9

272.3

1.3

214.7

275.0

1.0

217.4

272.4

-0.9

221.1

272.8

0.1

230.3

279.0

2.3

247.6

292.0

4.7

269.9

308.8

5.7

278.0

308.7

-0.0

280.6

303.4

-1.7

264.5

280.5

-7.5

244.8

257.7

-8.1

267.7

278.5

8.1

282.6

288.1

3.4

304.9

304.9

5.8

302.3

297.1

-2.6

317.1

305.9

3.0

331.8

317.2

3.7

328.2

310.4

-2.1

346.2

321.5

3.5

348.5

316.0

-1.7

[1] Total business deductions are calculated before subtraction of nonallowable "passive" activity losses and any "passive loss" carryover from prior years. However, these losses (after subtraction) and any

carryover are reflected in net income less deficit. Therefore, total business receipts minus total business deductions may not always equal net income less deficit.

[2] Current dollars are the value of a dollar at the time it was measured. Constant dollars are based on the overall implicit price deflator for gross domestic product computed and reported by the U.S. Department

of Commerce, Bureau of Economic Analysis, in the Survey of Current Business. The deflator represents the annual average of current-weighted prices, based on 2012 = 100.

[3] Not calculated.

[4] Less than 0.05 percent.

NOTE: Percentages were calculated before rounding.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

Year 2017 to $1,242.4 billion in Tax Year 2018 (Figure A).4, 5 In

constant dollars, total business deductions increased 2.3 percent

in 2018 (Figure C).

Deductions for the construction sector, the largest sector in

terms of total business deductions, increased 1.8 percent, from

$221.7 billion in 2017 to $225.6 billion in 2018. The transportation and warehousing sector had the largest percentage increase of

total business deductions, increasing 20 percent to $122.4 billion.

The cost of sales and operations, which represented 35.6 percent of total Tax Year 2018 business deductions ($441.7 billion), increased 2.1 percent from Tax Year 2017 (Table 2). Total

business “expenses” (total business deductions minus the cost

of sales and operations) were $800.7 billion for 2018, a 6.2-percent increase from the previous tax year. The main components

of total business expenses are highlighted in Figure D. The two

largest components were car and truck expenses, accounting for

Sole proprietors report personal, i.e., nonbusiness income and expense items apart from business income or loss, which is reported on Profit or Loss From Business (Schedule C) (or, to a lesser

extent, on Net Profit From Business) (Schedule C-EZ). Salaries paid to owners are neither deducted as wages paid on Schedule C nor included as wages received on U.S. Individual Income Tax

Return (Form 1040). Similarly, sole proprietors deduct charitable contributions made through the business as personal expenses on Itemized Deductions (Schedule A). However, the owner of a

sole proprietorship may choose to deduct any foreign taxes paid as a business expense, unless the owner elects to claim these taxes as a credit against U.S. income tax.

5

Business deductions include the home office business deductions. After 1990, home office expenses were calculated separately on Expenses for Business Use of Your Home (Form 8829) and

the deductible portion brought forward to Schedule C. In some cases, these expenses were limited. Starting in Tax Year 2013, sole proprietors could also use a simplified method to determine

these costs by reporting on Schedule C square footage (up to 300 square feet) used for the home office. The taxpayer could then take $5 per square foot as a business expense. Prior to 1990,

these expenses were not limited and were included with other expenses, such as depreciation deductions, utilities, and “other” expenses on Schedule C.

4

Statistics of Income Bulletin

6

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

$105.6 billion (13.2 percent) and salaries and wages, accounting

for $97.9 billion (12.2 percent).

Historically, constant dollar depreciation increased almost

every year from 1993 through 2003.6 Between Tax Years 2004

and 2009, constant dollar depreciation dropped significantly,

going from $48.1 billion to $34.5 billion. In Tax Year 2012, it

dropped to $32.5 billion, but subsequently climbed back to $39

billion by 2017 (Figure E). Increases in Tax Years 2003 and

2008 coincided with legislative changes to section 179 of the

Internal Revenue Code that substantially increased the amount

of certain investment property that could be expensed in a given

year rather than depreciated over time. Under the Jobs and

Growth Tax Relief Reconciliation Act of 2003, the maximum

allowable section 179 deduction vaulted from $24,000 in 2002

to $100,000 in 2003. This change led to a constant dollar depreciation increase of 11.7 percent for 2003, which was the second

highest growth in depreciation of any year between Tax Years

1988 and 2018. But, the initial jump in depreciation was followed by trends of decreased depreciation, which is consistent

with deductions being accelerated into the year of expensing.

Constant dollar declines of depreciation were reported for Tax

Years 2005, 2006, and 2007. This downward trend was particularly pronounced in 2005, as constant dollar depreciation fell

by 11.7 percent, followed by decreases of 3.2 percent in 2006

and 1.0 percent in 2007. During this same 3-year period, section 179 limits gradually increased for inflation, finally rising to

$125,000 in 2007.7 In 2008, the section 179 limit was doubled to

$250,000 and there was a 2.5-percent increase in constant dollar

depreciation. The $250,000 limit remained for Tax Year 2009

and depreciation dropped 17.3 percent, which was the largest

decrease since at least 1988. In Tax Year 2010, the section 179

limit was again doubled to $500,000, but constant dollar depreciation increased by only 0.4 percent, from $34.5 billion to $34.7

billion. The limit was increased as part of the stimulus packages

created in response to the Great Recession.8 The section 179

limit remained $500,000 for Tax Years 2011 through 2017. For

2011, constant dollar depreciation dropped by 0.7 percent; in

2012 it dropped another 5.6 percent to $34.2 billion, the lowest

level over the 31 years of this study. The Tax Cut and Jobs Act

of 2017 (TCJA) increased the additional first-year depreciation

deduction in IRC section 168(k) from 50 percent to 100 percent for qualified property acquired and placed in service after

September 27, 2017, and before January 1, 2023. The TCJA also

Figure D

Components of Nonfarm Sole Proprietorship Business Expenses

as a Percentage of Total Business Expenses, Tax Year 2018

Total interest

1.3

Office expenses

1.8

Advertising expenses

2.2

Commissions

2.3

Travel

2.4

Taxes paid

2.6

Repairs

2.7

Insurance

2.8

Utilities

4.3

Supplies

5.9

Depreciation [1]

6.3

Rent

on machinery,

equipment

Rent

paidpaid

on machinery,

equipment

and

andbusiness

other business

property

other

property

6.7

Contract labor

8.7

Salaries and wages

12.2

Car and truck expenses

13.2

Other business deductions [2]

24.5

0

5

10

15

20

25

30

Percentage of total business expenses

[1] Depreciation claimed on Expenses for Business Use of Your Home (Form 8829) is included in

"home office business deductions" and excluded from "depreciation" shown above. See footnote [2]

below.

[2] Includes depletion; employee benefit programs; total interest; legal and professional services;

pension and profit-sharing plans; meals and entertainment; home office; and other business expenses.

Other business deductions also includes all Net Profit from Business (Schedule C-EZ) deductions ($4.6

billion).

NOTES: Total business expenses equals all business deductions minus cost of sales and operations.

Percents are based on estimated total business expenses of $800.7 billion. Detail may not add to 100

percent because of rounding.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

Under section 179 of the Internal Revenue Code, the cost of certain tangible property may be treated as a current expense rather than a capital expenditure subject to depreciation deductions.

The Omnibus Budget Reconciliation Act of 1993 (OBRA93) increased the maximum amount of investment that could immediately be deducted on property placed in service after 1992, from

$10,000 to $17,500. The increase in the constant dollar depreciation deductions for 1993, and subsequent decline in 1995, may be attributed, in part, to this provision of OBRA93. Following the

enactment of this provision, the 179 deduction for all individuals (not just sole proprietors) filing Depreciation and Amortization (Form 4562) increased 32.4 percent to $13.5 billion for 1993.

7

Under the Jobs and Growth Tax Relief Reconciliation Act of 2003, the maximum amount of a section 179 deduction increased from $24,000 for 2002 to $100,000 for 2003 to $102,000 for

2004, and to $105,000 and $108,000 for 2005 and 2006, respectively. This was further expanded to $125,000 for 2007 by the Small Business and Work Opportunity Tax Act of 2007 (PL 110-28).

The Jobs Creation and Worker Assistance Act of 2002 introduced 30-percent bonus depreciation, and the Jobs and Growth Tax Relief Reconciliation Act of 2003 increased the bonus percentage

to 50 percent, for property placed in service by January 1, 2005. While bonus depreciation was available to sole proprietors, it was generally not as advantageous as immediate expensing and,

therefore, likely had less effect on their depreciation deductions.

8

For 2008, the Economic Stimulus Act of 2008 increased the maximum expensing deduction under section 179 to $250,000. The American Recovery and Reinvestment Act of 2009 extended

that level through 2009. For all individual tax returns that filed Depreciation and Amortization (Form 4562) the section 179 property deducted as an expense increased by 5.1 percent to $49.8

billion for 2008. For 2009, when the maximum 179 deduction remained at $250,000, the amount deducted for all returns decreased by 17.2 percent to $41.3 billion. The amount deducted

as section 179 property on returns that had a Schedule C dropped 19.6 percent to $16.2 billion between 2008 and 2009. For 2010, the amount taxpayers could deduct as section 179 property

increased to $500,000. This was in accordance with the Small Business Jobs and Credit Act of 2010. The amount deducted by returns with a Schedule C increased to $18.8 billion, representing

a 15.6-percent increase from 2009. For 2010, the amount deducted on all individual returns increased to $49.6 billion, a 20.3-percent increase from 2009. By 2018, this had increased to $50.2

billion. These numbers do not reflect depreciation solely deducted on the Schedule C, as this could also include depreciation taken on the Supplemental Income and Loss (Schedule E), the Profit

or Loss From Farming (Schedule F), and the Farm Rental Income and Expenses (Form 4835).

6

Statistics of Income Bulletin

7

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Figure E

Nonfarm Sole Proprietorship Net Income, Deficit, and Depreciation, Tax Years 1988–2018

[Money amounts are in billions of dollars]

Tax year

1988

1989

1990

1991

1992

1993

1994

1995

1996

1997

1998

1999

2000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

2015

2016

2017

2018

Constant dollars [1]

Current dollars [1]

Percentage change in constant dollars [1]

Net income

Deficit

Depreciation [2]

Net income

Deficit

Depreciation [2]

Net income

Deficit

Depreciation [2]

(1)

(2)

(3)

(4)

(5)

(6)

(7)

(8)

(9)

145.5

152.4

161.7

162.4

173.5

177.0

187.8

191.7

200.1

210.5

226.2

233.4

245.2

250.2

257.3

269.1

290.5

314.8

326.8

335.1

325.3

308.9

323.2

337.0

357.1

357.4

374.5

392.1

389.1

415.8

430.0

19.2

19.7

20.2

20.9

19.5

20.5

21.0

22.5

23.4

23.8

23.9

25.5

30.5

32.8

36.2

38.8

42.9

44.8

48.7

54.5

60.8

64.1

55.5

54.3

52.2

55.1

57.5

60.3

60.9

69.5

81.5

26.1

24.5

23.7

23.1

23.3

25.0

26.2

26.2

27.4

28.6

29.1

30.6

32.2

33.4

36.6

41.8

42.9

39.1

39.0

39.6

41.4

34.5

35.1

35.6

34.2

35.4

36.6

38.4

38.4

42.1

50.8

246.4

248.3

254.0

246.7

257.7

256.8

266.8

266.8

273.5

282.7

300.5

305.6

314.1

313.5

317.4

325.9

342.6

360.0

362.8

362.3

345.0

325.1

336.3

343.5

357.1

351.3

361.4

374.8

368.1

386.0

389.9

[3]

0.8

2.3

-2.9

4.5

-0.3

3.9

[4]

2.5

3.4

6.3

1.7

2.8

-0.2

1.2

2.7

5.1

5.1

0.8

-0.1

-4.8

-5.8

3.4

2.1

4.0

-1.6

2.9

3.7

-1.8

4.9

1.0

[3]

-1.3

-1.2

0.1

-8.8

2.7

0.3

4.8

2.1

0.2

-0.7

4.9

17.2

5.2

8.6

5.2

7.8

1.3

5.5

9.0

9.3

4.6

-14.3

-4.1

-5.8

3.9

2.3

3.9

[4]

12.0

14.4

[3]

-9.7

-6.8

-5.7

-1.4

4.8

2.6

-1.9

2.4

2.8

0.6

3.7

2.8

1.6

7.9

11.9

0.1

-11.7

-3.1

-1.0

2.5

-17.3

0.5

-0.7

-5.7

1.5

1.5

4.1

-1.1

7.5

17.9

32.5

32.1

31.7

31.8

29.0

29.7

29.8

31.3

31.9

32.0

31.8

33.3

39.1

41.1

44.6

47.0

50.6

51.3

54.1

59.0

64.4

67.4

57.8

55.4

52.2

54.2

55.5

57.6

57.6

64.6

73.9

44.2

39.9

37.2

35.1

34.6

36.3

37.2

36.5

37.4

38.5

38.7

40.1

41.2

41.9

45.2

50.6

50.6

44.7

43.3

42.9

44.0

36.4

36.5

36.3

34.2

34.8

35.3

36.7

36.3

39.1

46.0

[1] Current dollars are the value of a dollar at the time it was measured. Constant dollars are based on the overall implicit price deflator for gross domestic product computed and reported by the U.S.

Department of Commerce, Bureau of Economic Analysis, in the Survey of Current Business. The deflator represents the annual average of current-weighted prices, based on 2012 = 100.

[2] Excludes depreciation claimed on Expenses for Business Use of Your Home (Form 8829).

[3] Not calculated.

[4] Less than 0.05 percent.

NOTE: Percentage changes were calculated before rounding.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

expanded bonus depreciation to certain used property. Tax Year

2018 was the first year that the TCJA impacted depreciation and

accordingly, constant dollar depreciation rose by 18 percent to

$46 billion. This represents the highest percent real growth in

depreciation for all 31 years included in this study.

Beginning with Tax Year 1992, certain smaller businesses

could elect not to itemize depreciation and other business deductions by filing Schedule C-EZ, Net Profit From Business, a

simplified version of Schedule C, Profit or Loss From Business.

(Schedules C and C-EZ are the sources of nonfarm sole proprietorship statistics.) For Tax Year 2018, taxpayers could use

Schedule C-EZ if they: had business expenses of $5,000 or

less; used the cash accounting method; had no inventories; did

not report a loss from the business; had only one business as

a sole proprietor; had no employees; were not required to file

Form 4562, Depreciation and Amortization, for the business;

claimed no deduction for home business expenses; and had no

prior-year disallowed passive activity losses from the business.

Since taxpayers using Schedule C-EZ did not itemize business

deductions, the detailed deductions in Table 2, based only on

Schedule C returns, are slightly understated and do not sum to

the total deductions in Figure C.

For Tax Year 2018, approximately 5.4 million taxpayers filed

the Schedule C-EZ. The sectors with the highest percentage of

Schedule C-EZ filers were the administrative and support sector

(27.8 percent of total returns) and the health care and social assistance sector (24.3 percent of total returns). The sectors with

the lowest rates of Schedule C-EZ filings were real estate and

wholesale trade with 9.2 percent and 13 percent of returns respectively (Figure F).9

For 2018, business receipts from Schedule C-EZ filers totaled

$45 billion, or 2.8 percent of total business receipts reported.

Based on the NAICS system, the full name of the administrative and support services sector is administrative and support and waste management and remediation services sector. The waste

management and remediation services portion makes up a small percentage of the overall numbers reported under this classification, which are detailed in Table 1.

9

Statistics of Income Bulletin

8

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Figure F

All Nonfarm Sole Proprietorship Returns and Those with Schedule C-EZ, by Selected Industrial Sector, Tax Year 2018

[Number of returns is in thousands, money amounts are in millions of dollars]

Selected industrial sector

All nonfarm industries

Construction

Wholesale trade (merchant wholesalers)

Retail trade

Transportation and warehousing

Finance and insurance

Real estate and rental and leasing

Professional, scientific, and technical services

Administrative and support and waste

management services

Health care and social assistance

Arts, entertainment, and recreation

Other services

All other industries

Number of returns

Total business receipts

(1)

With

Schedule

C-EZ

(2)

Percentage

of

total

(3)

(4)

On

Schedule

C-EZ

(5)

Percentage

of

total

(6)

27,117.2

2,901.7

349.7

2,401.8

2,589.2

673.6

1,362.2

3,650.3

5,350.7

455.2

45.3

334.4

329.8

78.1

130.8

662.5

19.7

15.7

13.0

13.9

12.7

11.6

9.6

18.1

1,589,748.6

269,860.1

53,250.5

187,588.9

140,187.9

90,012.3

92,951.7

203,648.3

44,963.8

4,881.3

427.4

1,830.3

1,978.7

948.1

1,440.8

7,847.4

2.8

1.8

0.8

1.0

1.4

1.1

1.6

3.9

2,626.4

2,071.6

1,723.8

3,623.4

3,143.6

729.7

503.8

428.8

789.8

862.6

27.8

24.3

24.9

21.8

27.4

83,385.0

120,062.5

51,768.2

122,912.4

174,120.7

6,192.7

5,147.3

2,183.1

6,920.3

5,166.6

7.4

4.3

4.2

5.6

3.0

Total

Total

Total business deductions [1]

On

Schedule

C-EZ

(8)

Percentage

of

total

(9)

1,242,400.4

225,606.1

48,921.6

176,712.2

122,388.0

66,157.9

62,067.4

118,755.6

4,617.2

428.1

38.4

274.8

392.3

40.4

191.6

612.8

0.4

0.2

0.1

0.2

0.3

0.1

0.3

0.5

60,024.8

74,319.2

39,128.7

92,237.0

156,081.9

584.3

392.4

357.2

787.7

517.2

1.0

0.5

0.9

0.9

0.3

Total

(7)

[1] Total business deductions are calculated before subtraction of nonallowable "passive" activity losses and any "passive loss" carryover from prior years.

NOTES: Certain smaller sole proprietorships could elect not to itemize business expenses by filing Net Profit From Business (Schedule C-EZ). See the text of this article for a full list of the requirements to be

eligible to file Schedule C-EZ. Detail may not add to totals because of rounding. Percentages were calculated before rounding.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

Business deductions reported on Schedule C-EZ returns accounted for only 0.4 percent of total business deductions for

all industries, or $4.6 billion of the total $1,242.4 billion. The

largest concentration of Schedule C-EZ filers was in the administrative and support services sector, which accounted for 7.4

percent of that sector’s total business receipts and 1 percent of

that sector’s total business deductions.

Figure G

Nonfarm Sole Proprietorship Profits, by Selected Industrial

Sector, Tax Years 2017 and 2018

[Money amounts are in billions of dollars]

Net income less deficit (profits)

Selected industrial sector

Profits and Losses

Total profits increased 0.7 percent, from $346.2 billion for Tax

Year 2017 to $348.5 billion for Tax Year 2018. By industrial

sector, changes to profits were mixed, with 7 of the 12 sectors

analyzed reporting increased sole proprietorship profits (net

income less deficit). The professional, scientific, and technical

services sector reported the largest percentage of total profits of

all nonfarm sole proprietorships, with 24.4 percent ($85 billion),

and the sector had a $2.2 billion (2.6-percent) increase in profits for 2018 compared to the previous year. The second largest

sector by profits, health care and social assistance, reported a

decrease in profits over last year, falling 2.9 percent to $45.9

billion. The largest percentage increase in profits was realized

in the arts, entertainment and recreation sector, which jumped

11.1 percent for a gain of $1.3 billion. Figure C presents total

profits for all industries (in both current and constant dollars)

since 1988, while Figures G and H present profits by industrial

sector for 2017 and 2018.10

In constant dollars, total profits dropped by 1.7 percent for

2018 going from $321.2 billion in 2017 to $316 billion in 2018.

Figure I shows net income less deficits as a percentage of business receipts for 1988 through 2018. In general, this percentage

10

2017

2018

Percentage

change

(3)

(1)

(2)

All nonfarm industries

346.2

348.5

0.7

Construction

43.8

44.3

1.2

-10.9

Wholesale trade (merchant wholesalers)

4.9

4.4

Retail trade

10.4

10.9

5.4

Transportation and warehousing

16.8

17.9

6.9

Finance and insurance

22.9

23.9

4.4

Real estate and rental and leasing

33.0

31.0

-6.2

Professional, scientific, and technical services

Administrative and support and waste

management services

Health care and social assistance

82.8

85.0

2.6

24.4

23.4

-3.8

47.3

45.9

-2.9

Arts, entertainment, and recreation

11.5

12.8

11.1

Other services

29.6

30.7

3.6

All other sectors

18.9

18.3

-3.1

NOTES: Detail may not add to totals because of rounding. Percentage changes were

calculated before rounding.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

has increased over time from a low of 18.8 percent for 1988, the

exceptions being the periods leading up to the recession in the

early 2000s and the Great Recession, starting in 2008. Since

2010, net income less deficit as a percentage of total business

receipts has been between 21.9 (2018) and 23.4 percent (2012).

The 21.9 percent observed in 2018 is the same as the percentage observed in 2003. Figure E presents net income and deficit

Net income minus deficit (loss) before Federal income tax yields profits. Proprietors compute their tax on total “taxable income,” which includes their business profits, plus any other income.

Statistics of Income Bulletin

9

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Figure H

Nonfarm Sole Proprietorships: Selected Industrial Sector Profits

as a Percentage of Total Profits, Tax Year 2018

Wholesale trade (merchant wholesalers)

separately for 1988 through 2018 in current and constant dollars.

For 2018, net income (in constant dollars) increased by 1 percent and deficit (in constant dollars) increased by 14.4 percent.

Limited Liability Companies

1.2

Retail trade

3.1

Arts, entertainment, and recreation

3.7

Transportation and warehousing

5.1

All other sectors

5.3

Administrative and support and waste

management services

6.7

Finance and insurance

6.9

Other services

8.8

Real estate and rental and leasing

8.9

Construction

12.7

Health care and social assistance

13.2

Professional, scientific, and technical

services

Tax Year 2001 was the first year for which data became available on the number of limited liability companies (LLCs) among

nonfarm sole proprietorship returns. LLC entities have limited

liability (like corporations), but they may be taxed as sole proprietorships (for which income and expenses flow through to the

owner to be taxed), if owned by one individual. In 2001, there

were a little over 126,000 sole proprietorship returns that indicated status as an LLC or just 0.7 percent of total sole proprietorship returns (Figure J). In contrast, for Tax Year 2018, there

were 2.1 million such sole proprietorships, which accounted for

7.8 percent of the total nonfarm sole proprietorship returns, a

more than 16-fold increase in the number of returns since 2001.

The share of total nonfarm sole proprietorship business receipts

attributed to LLCs also rose during this period, from approximately 2.3 percent in 2001 to 28.9 percent in 2018 (Figure K).

Similarly, the portion of total net income (less deficit) of all nonfarm sole proprietorships attributable to LLCs increased, from

1.0 percent in 2001 to 15.9 percent in 2018.

24.4

0

5

10

15

20

25

30

Percentage of total profits

NOTES: Percentages are based on estimated total profits of $348.5 billion. Detail may not add to 100

percent because of rounding. Profits is a designation for "net income less deficit," discussed elsewhere

in this article.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

Figure I

Nonfarm Sole Proprietorship Net Income Less Deficit (Profits) as a Percentage of Total Business Receipts, Tax Years 1988–2018

Percentage

25

24

23.4

23

22.4

22.0

21.4

20.9

21

21.1

20.7

19.2

22.3

21.7

21.4

21.5

21.7

23.0

23.1

22.6

22.5

21.9

21.2

21.0

20.8

19.9

20

18

21.5

21.0

21.0

22.1

21.9

22

19

22.7

20.1

19.4

18.8

1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018

Tax year

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

Statistics of Income Bulletin

10

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Figure J

Number of Nonfarm Sole Proprietorships Registered as Limited Liability Companies (LLCs), Tax Years 2001–2018

Tax year

2018

2,119,147

2017

2,066,851

2016

1,868,459

2015

1,715,430

2014

1,619,099

2013

1,474,592

2012

1,324,196

2011

1,125,132

2010

1,059,910

2009

991,809

2008

842,819

2007

746,885

2006

606,889

2005

455,734

2004

309,665

2003

220,615

2002

145,839

2001

126,437

0

500,000

1,000,000

1,500,000

2,000,000

Number of returns filed by nonfarm sole proprietorships registered as LLCs

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

Figure K

Number of Returns, Business Receipts, and Profits for All Nonfarm Sole Proprietorships and Those Registered as Limited Liability

Companies (LLCs), Tax Years 2001–2018

[Money amounts are in thousands of dollars]

Number of returns

Tax Year

Total business receipts

All Nonfarm

Sole

Proprietorships

Nonfarm Sole

Proprietorships

registered

as LLCs

LLCs Percentage

of all

Nonfarm Sole

Proprietorships

(1)

All Nonfarm

Sole

Proprietorships

Net income less deficit

Nonfarm Sole

Proprietorships

registered

as LLCs

LLCs Percentage

of all

Nonfarm Sole

Proprietorships

(5)

All Nonfarm

Sole

Proprietorships

Nonfarm Sole

Proprietorships

registered

as LLCs

LLCs Percentage

of all

Nonfarm Sole

Proprietorships

(2)

(3)

(4)

(6)

(7)

(8)

(9)

2001

18,338,190

126,437

0.7

1,016,834,678

23,357,818

2.3

217,385,116

2,259,135

1.0

2002

18,925,517

145,839

0.8

1,029,691,760

39,239,656

3.8

221,113,286

3,378,774

1.5

2003

19,710,079

220,615

1.1

1,050,202,446

55,626,849

5.3

230,308,100

3,847,617

1.7

2004

20,590,691

309,665

1.5

1,139,523,760

82,850,651

7.3

247,567,189

6,743,666

2.7

2005

21,467,566

455,734

2.1

1,222,880,231

119,603,018

9.8

269,919,995

10,902,821

4.0

2006

22,074,953

606,889

2.7

1,278,359,791

151,746,232

11.9

278,032,643

14,270,523

5.1

2007

23,122,698

746,885

3.2

1,324,403,080

185,837,712

14.0

280,557,010

16,235,182

5.8

2008

22,614,483

842,819

3.7

1,317,443,005

205,646,039

15.6

264,508,362

18,215,151

6.9

2009

22,659,976

991,809

4.4

1,178,437,093

205,194,197

17.4

244,821,815

18,522,837

7.6

2010

23,003,656

1,059,910

4.6

1,195,538,629

220,116,934

18.4

267,699,702

23,915,511

8.9

2011

23,426,940

1,125,132

4.8

1,265,939,196

244,024,850

19.3

282,649,926

27,093,827

9.6

2012

23,553,850

1,324,196

5.6

1,301,569,749

291,350,534

22.4

304,895,911

35,841,019

11.8

2013

24,074,684

1,474,592

6.1

1,341,571,082

316,224,871

23.6

302,269,621

37,151,475

12.3

2014

24,631,831

1,619,099

6.6

1,393,884,201

342,093,644

24.5

317,058,087

43,427,440

13.7

2015

25,226,245

1,715,430

6.8

1,443,584,972

370,123,809

25.6

331,832,538

48,902,901

14.7

2016

25,525,915

1,868,459

7.3

1,422,204,586

399,904,053

28.1

328,209,453

51,214,709

15.6

2017

26,426,406

2,066,851

7.8

1,531,346,020

449,128,268

29.3

346,241,776

55,889,306

15.6

2018

27,117,163

2,119,147

7.8

1,589,748,596

459,459,012

28.9

348,509,654

55,514,156

15.9

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

Statistics of Income Bulletin

11

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Figure L

Nonfarm Sole Proprietorships: Selected Industrial Sector Business Receipts as a Percentage of Total Business Receipts,

Tax Year 2018

Arts, entertainment, and recreation

3.3

Wholesale trade (merchant wholesalers)

3.3

Administrative and support and waste management services

5.2

Finance and insurance

5.7

Real estate and rental and leasing

5.8

Health care and social assistance

7.6

Other services

7.7

Transportation and warehousing

8.8

All other industries

11.0

Retail trade

11.8

Professional, scientific, and technical services

12.8

Construction

17.0

0

5

10

15

20

Percentage of total receipts

NOTES: Percentages are based on estimated total business receipts of $1.6 trillion. Detail may not add to 100 percent because of rounding.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020

Summary

2019. Returns in the sample were stratified based on: (1) the

presence or absence of Profit or Loss From Business (Sole

Proprietorship) (Schedule C), or Net Profit From Business

(Schedule C-EZ), and Farm Income and Expenses (Schedule

F); (2) the larger of positive income or negative income (i.e.,

“adjusted gross income” before statutory adjustments); and (3)

tax year. The returns were selected at rates that ranged from 0.1

percent to 100 percent. The 2018 nonfarm sole proprietorship

data are based on a sample of 101,579 returns and a population of 27,422,459 returns.11 The corresponding data for 2017

were based on a sample of 98,246 returns and a population of

26,788,623 returns.

Since the data presented in this article are estimates based

on a sample of returns filed, they are subject to sampling error.

To use the statistical data estimates provided, the magnitude

of the potential sampling error must be known; coefficients of

variation (CVs) are used to measure that magnitude. Figure M

presents estimated coefficients of variation for total business receipts, total business deductions, depreciation, net income, and

deficit by selected industrial sector. Generally, the smaller the

coefficient of variation, the more reliable the estimate is judged

Profits for the 27.1 million returns with sole proprietorship

activity for Tax Year 2018 increased by 0.7 percent from Tax

Year 2017, to a level of $348.5 billion. In constant dollars, total

nonfarm sole proprietorship profits for 2018 decreased 1.7 percent. The professional, scientific, and technical services sector

had the largest profits of any sector, at $85 billion, representing

24.4 percent of total sole proprietorship profits, followed by the

health care and social assistance sector, at $45.9 billion or 13.2

percent of total profits. Overall sole proprietorship business receipts increased 3.8 percent. The largest industrial sector, based

on business receipts, was the construction sector, accounting for

17 percent of total business receipts (Figure L). The transportation and warehousing sector had the largest percentage increases

in returns (10 percent) and receipts (18.2 percent).

Data Sources and Limitations

The 2018 sole proprietorship estimates are based on a stratified probability sample of unaudited individual income tax returns, Form 1040 (including electronically filed returns), processed by the Internal Revenue Service during Calendar Year

The difference between the number of returns in the population and the total number of returns in Tables 1 and 2 is mainly due to returns in which Schedule C income was moved to other

income or wages to avoid double counting of taxpayers for Gross Domestic Product calculations. In addition, data from amended and tentative returns are not reflected in these statistics.

11

Statistics of Income Bulletin

12

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Figure M

Nonfarm Sole Proprietorships: Coefficients of Variation for Selected Items, by Selected Industrial Sector, Tax Year 2018

[Coefficients of variation are in percentages]

Coefficients of variation

Selected industrial sector

All industries (000000-999999)

Construction (236100-238990)

Wholesale trade (423100-425120)

Retail trade (441110-454390)

Transportation and warehousing (481000-493100)

Finance and insurance (522100-525990)

Real estate and rental leasing (531100-533110)

Professional, scientific, and technical services (541100-541990)

Administrative and support and waste management services (561110-562000)

Health care and social assistance (621111-624410)

Arts, entertainment, and recreation

(711100-713900)

Other services (811110-813000)

All other industries

Total business

receipts

E91540_0

Total business

deductions

E91530_0

Depreciation

E91190_0

Net income

E91440_0+

Deficit

E91440_0-

(1)

(2)

(3)

(4)

(5)

0.59

2.10

4.90

2.47

2.36

2.53

2.63

1.66

2.82

1.91

3.43

2.53

2.13

0.67

2.22

5.02

2.47

2.35

2.72

2.95

2.01

3.18

2.03

3.74

2.82

2.15

1.47

4.23

13.71

5.49

4.36

8.54

4.72

4.79

6.27

4.94

6.24

5.61

3.16

0.73

2.37

6.70

3.60

3.10

3.61

3.18

1.87

2.94

2.39

3.85

2.60

2.82

1.38

5.50

9.94

4.21

5.07

6.58

4.55

4.28

5.47

6.51

5.12

4.59

3.60

[1] Excludes depreciation claimed on Expenses for Business Use of Your Home (Form 8829).

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns, November 2020.

to be. The SOI Sampling Methodology and Data Limitations

section of the SOI Bulletin, available at http://www.irs.gov/pub/

irs-soi/sampling.pdf, discusses the reliability of estimates based

on samples and the use of coefficients of variation for evaluating

the precision of estimates based on samples.

Statistics of Income Bulletin

Adrian Dungan is an economist with the Individual Special Studies

Section. This article was prepared under the direction of Michael

Strudler, Management and Program Analyst, Individual and Tax-Exempt

Branch.

13

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 1. Nonfarm Sole Proprietorships: Business Receipts, Selected Deductions, Payroll, and Net Income, by

Industrial Sectors, Tax Year 2018

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Businesses with and without net income

Industrial sector

All nonfarm industries

Agriculture, forestry, hunting, and fishing

Number

of returns

Business

receipts

(1)

(2)

Rent paid

Depreciation on machinery

and

deduction [1,2]

equipment [1]

(3)

27,117,163 1,589,748,596

(4)

Rent paid

on other

business

property [1]

Interest paid

deduction [1,3]

(5)

(6)

Payroll [1,4]

Net income

less deficit

(7)

(8)

52,022,365

11,452,287

42,320,734

10,535,743

139,265,542

348,509,654

320,437

23,139,333

2,340,234

165,760

324,226

269,851

1,966,729

1,459,706

Animal production (including breeding of cats and dogs)

46,206

1,751,008

289,477

1,961

28,478

19,407

183,459

-434,268

Forestry and logging (including forest nurseries, timber tracts)

49,119

6,129,050

649,474

94,372

24,538

70,599

496,777

606,963

Fishing, hunting, and trapping

70,916

2,763,520

593,619

5,860

89,499

36,053

71,791

207,340

Support activities for agriculture and forestry

154,196

12,495,754

807,665

63,567

181,711

143,791

1,214,701

1,079,671

Mining

104,965

11,117,876

1,191,742

79,249

86,168

175,757

830,715

1,395,205

Oil and gas extraction

77,367

6,276,620

546,734

21,472

42,563

83,362

312,646

570,277

Other mining

6,634

1,463,769

302,512

13,568

15,369

59,909

109,986

85,531

Support activities for mining

20,964

3,377,487

342,497

44,209

28,236

32,485

408,084

739,398

Utilities

12,472

594,702

110,178

* 382

3,030

24,744

8,444

55,794

2,901,667

269,860,103

8,315,387

1,693,183

1,978,255

1,150,668

31,646,794

44,304,538

Construction of buildings

608,117

77,636,683

1,992,581

320,292

422,775

395,695

8,188,877

10,109,819

Heavy and civil engineering construction

58,382

9,166,120

554,849

111,067

50,651

81,182

1,195,324

1,252,169

2,235,168

183,057,300

5,767,957

1,261,824

1,504,828

673,790

22,262,593

32,942,550

Construction

Specialty trade contractors

Manufacturing

354,185

33,967,257

1,347,959

181,242

1,067,629

233,814

4,352,277

3,622,232

Food manufacturing

51,926

5,955,668

244,187

25,728

228,442

55,858

745,762

102,189

Textile and textile product mills

12,499

583,918

25,159

* 3,386

* 11,387

* 10,685

* 54,050

30,034

Apparel

14,301

851,324

27,712

** 473

48,266

** 6,678

97,274

-58,202

Leather and allied products

7,540

257,364

* 2,394

**

* 5,322

**

* 4,599

58,883

Wood products

28,148

2,839,173

** 130,155

** 13,894

** 44,717

** 18,234

** 477,732

243,244

Paper products

* 3,040

* 142,667

**

**

**

**

**

* 17,221

Printing and related support activities

22,905

1,918,868

46,791

* 16,089

80,124

16,315

168,241

272,739

Petroleum and coal products

2,661

47,389

* 6,022

**

**

0

* 10,118

-22,436

Chemical manufacturing

22,573

1,950,854

74,018

** 35,712

** 56,948

10,140

116,854

260,129

Plastic and rubber products

5,699

793,690

39,270

* 2,889

15,223

2,484

128,698

123,667

Nonmetallic mineral products

13,147

895,904

46,486

9,581

5,985

11,891

91,142

51,872

Primary metal industries

5,734

471,152

* 9,494

**

* 11,206

* 1,250

* 65,489

81,584

Fabricated metal products

24,796

4,340,654

275,588

** 7,576

74,842

31,614

704,767

552,457

Machinery

23,997

1,839,171

83,642

6,697

64,386

10,048

313,440

289,137

Computer and electronic products

7,521

1,096,720

16,835

**

43,316

* 4,960

145,412

159,058

Electrical equipment, appliances, and components

10,857

1,005,913

23,243

** 2,859

* 64,056

* 6,492

201,865

107,450

Transportation equipment

11,137

604,798

40,447

* 3,382

6,031

4,915

56,251

-2,067

Furniture and related products

21,548

2,223,907

48,127

* 18,186

110,954

8,173

268,744

530,173

Miscellaneous manufacturing

64,156

6,148,122

208,391

34,791

196,425

34,077

701,839

825,100

349,685

53,250,491

958,888

205,826

831,639

231,072

2,638,237

4,353,428

Durable goods, including machinery, wood, metals, etc.

158,053

24,271,882

557,861

118,389

454,207

98,540

1,288,804

1,930,497

Nondurable goods, including food, fiber, chemicals, etc.

113,463

22,267,275

317,609

54,700

287,063

101,369

992,779

1,195,695

Wholesale trade (merchant wholesalers)

Wholesale electronic markets and agents and brokers

78,168

6,711,334

83,418

32,737

90,368

31,163

356,654

1,227,235

2,401,769

187,588,890

3,195,674

687,156

5,790,751

1,109,610

10,329,493

10,938,785

Motor vehicle and parts dealers

147,938

39,240,766

504,221

73,977

623,609

278,637

1,756,277

905,745

Furniture and home furnishing stores

37,749

4,233,446

48,988

19,068

165,359

26,457

333,450

499,096

Electronic stores and household appliance stores

11,425

3,824,552

42,349

91,590

84,559

4,589

252,585

280,253

Building material and garden equipment and supplies dealers

34,348

7,164,429

192,605

22,542

138,955

52,987

702,038

756,458

Food and beverage stores

84,753

25,487,946

392,132

63,791

977,303

95,441

1,960,475

815,883

Health and personal care stores

159,745

8,697,086

88,246

39,172

288,874

47,017

555,898

680,625

Retail trade

Gasoline stations

8,599

14,460,833

195,813

19,479

177,640

90,255

646,869

248,101

Clothing and accessories stores

162,521

11,001,277

204,908

54,766

797,247

77,697

766,617

294,808

Sporting goods, hobby, book, and music stores

97,829

5,567,546

107,379

32,029

297,193

43,847

386,141

161,823

General merchandise stores

32,972

3,608,250

20,777

9,716

121,472

19,138

189,429

194,601

Miscellaneous store retailers

562,742

31,986,823

650,225

171,688

1,578,856

210,624

2,044,052

3,140,822

Electronic shopping and mail-order houses

180,514

10,033,233

91,984

18,921

111,787

63,241

125,691

867,704

Nonstore retailers

880,635

22,282,703

656,046

70,416

427,899

99,679

609,971

2,092,866

Transportation and warehousing

2,589,195

140,187,881

8,757,304

3,423,934

1,347,788

974,487

6,523,062

17,936,113

Air and rail transportation

18,640

1,770,908

611,034

12,560

39,963

53,794

155,157

-213,881

Water transportation

6,406

1,175,947

304,007

* 12,752

8,269

25,811

130,825

-47,498

Footnotes at end of table.

Statistics of Income Bulletin

14

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 1. Nonfarm Sole Proprietorships: Business Receipts, Selected Deductions, Payroll, and Net Income, by

Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Businesses with net income

Industrial sector

All nonfarm industries

Agriculture, forestry, hunting, and fishing

Number

of returns

Business

receipts

(9)

(10)

Rent paid

Depreciation on machinery

and

deduction [1,2]

equipment [1]

(11)

19,634,588 1,345,893,194

(12)

Rent paid

on other

business

property [1]

Interest paid

deduction [1,3]

(13)

28,759,321

8,305,509

(14)

Payroll [1,4]

Net income

(15)

(16)

31,702,029

5,795,902

108,125,724

429,990,931

205,048

17,396,930

1,062,247

108,918

190,873

130,111

1,455,548

3,620,110

Animal production (including breeding of cats and dogs)

18,399

1,073,569

77,233

* 1,012

* 13,058

* 1,226

100,638

255,825

Forestry and logging (including forest nurseries, timber tracts)

34,731

4,663,275

425,234

61,712

11,221

43,985

388,912

859,430

Fishing, hunting, and trapping

45,314

2,108,989

160,322

* 1,388

16,714

16,414

42,544

695,052

Support activities for agriculture and forestry

106,604

9,551,096

399,458

44,806

149,879

68,487

923,453

1,809,803

Mining

Oil and gas extraction

67,210

7,946,112

656,850

43,836

51,681

103,948

433,031

2,576,863

51,255

4,278,792

233,873

6,587

17,685

35,299

168,121

1,475,092

Other mining

2,900

1,239,797

230,868

7,904

* 10,212

53,474

56,260

170,816

Support activities for mining

13,056

2,427,523

192,109

29,344

23,784

15,176

208,650

930,956

Utilities

7,815

487,137

35,507

* 109

2,589

6,144

* 7,295

205,337

2,397,728

239,628,313

6,006,465

1,405,601

1,602,755

804,856

26,821,152

50,548,580

Construction of buildings

504,498

67,054,525

1,403,579

264,655

325,673

241,157

6,443,962

11,686,869

Heavy and civil engineering construction

45,264

7,523,183

370,706

91,717

45,070

54,186

936,035

1,613,718

1,847,966

165,050,605

4,232,181

1,049,229

1,232,012

509,513

19,441,155

37,247,993

Construction

Specialty trade contractors

Manufacturing

222,229

27,204,804

770,631

109,467

770,459

125,667

3,063,985

5,601,108

Food manufacturing

31,144

4,302,489

97,214

7,869

162,654

24,547

425,198

648,650

Textile and textile product mills

4,570

468,889

* 6,459

* 236

* 7,875

* 4,167

* 50,967

94,892

Apparel

3,099

420,617

4,457

** 338

** 32,514

** 1,210

** 45,783

93,465

Leather and allied products

6,137

238,576

* 1,028

**

**

**

**

72,695

Wood products

16,306

2,443,316

** 97,940

** 12,804

** 35,229

** 12,083

** 396,875

305,085

Paper products

* 3,037

* 79,368

**

**

**

**

**

* 30,181

Printing and related support activities

20,070

1,749,736

34,552

* 15,195

75,619

10,343

* 138,274

306,162

Petroleum and coal products

1,217

37,541

**

**

**

0

**

2,526

Chemical manufacturing

15,812

1,455,748

** 43,414

** 5,158

** 9,615

5,505

** 79,865

432,966

Plastic and rubber products

3,444

655,262

3,709

* 341

* 12,065

* 1,052

* 110,693

156,237

Nonmetallic mineral products

9,149

679,982

22,918

* 8,707

* 3,002

8,632

* 52,678

122,775

Primary metal industries

4,706

441,763

* 4,418

**

* 10,941

* 1,023

* 56,931

81,725

Fabricated metal products

12,903

3,715,472

205,460

** 6,268

59,174

25,985

555,797

662,217

Machinery

16,747

1,521,036

70,152

6,695

36,261

5,037

177,362

358,584

Computer and electronic products

4,496

835,100

* 11,165

0

* 27,806

* 1,201

* 39,186

251,530

Electrical equipment, appliances, and components

7,948

757,863

* 8,772

* 2,829

* 57,250

* 3,954

* 152,955

126,281

Transportation equipment

6,922

464,841

8,369

* 3,354

* 3,448

* 1,407

* 34,157

91,648

Furniture and related products

13,759

1,926,347

24,395

* 18,186

85,100

* 5,381

214,401

629,534

1,133,956

Miscellaneous manufacturing

40,762

5,010,858

126,208

21,487

151,908

14,141

532,865

213,067

44,357,850

515,795

140,256

592,369

119,834

1,968,805

6,212,858

Durable goods, including machinery, wood, metals, etc.

93,518

20,164,109

284,811

75,201

351,221

52,232

971,910

2,777,030

Nondurable goods, including food, fiber, chemicals, etc.

70,681

18,580,596

190,595

43,587

191,031

52,115

719,925

1,971,555

Wholesale electronic markets and agents and brokers

48,868

5,613,145

40,389

21,468

50,116

15,487

276,970

1,464,274

1,308,539

149,496,486

1,668,973

440,463

3,843,495

645,782

7,343,599

21,036,650

Motor vehicle and parts dealers

88,891

29,878,060

272,510

51,433

365,188

156,223

1,236,164

2,159,291

Furniture and home furnishing stores

22,832

3,342,451

37,208

4,020

92,794

21,727

275,492

661,674

Electronic stores and household appliance stores

8,164

3,043,686

40,361

85,914

73,105

4,273

158,264

307,820

Building material and garden equipment and supplies dealers

24,378

6,460,995

154,949

17,179

132,553

44,778

633,469

845,474

Food and beverage stores

56,943

21,026,739

212,968

46,833

692,930

55,894

1,431,100

1,314,437

Health and personal care stores

84,917

6,513,430

46,472

17,741

192,468

16,222

356,409

1,155,166

Gasoline stations

6,491

11,838,033

92,421

15,731

117,685

47,754

521,771

414,646

Clothing and accessories stores

80,778

8,723,219

60,489

36,891

555,728

45,902

445,864

1,351,170

Sporting goods, hobby, book, and music stores

50,172

4,170,835

56,638

14,539

198,869

32,568

274,020

600,578

General merchandise stores

21,702

3,005,777

12,886

* 7,336

97,203

17,403

131,061

329,210

Miscellaneous store retailers

335,615

25,155,379

339,228

88,618

1,027,045

105,217

1,396,998

5,550,377

Electronic shopping and mail-order houses

105,658

8,721,553

49,233

17,971

57,432

47,364

102,928

1,491,911

Nonstore retailers

421,999

17,616,328

293,610

36,258

240,496

50,455

380,058

4,854,896

1,851,556

118,297,870

4,835,313

2,813,058

1,046,981

573,535

4,686,421

25,529,298

Air and rail transportation

14,756

984,467

42,450

1,402

15,737

8,872

62,222

307,815

Water transportation

3,859

564,632

9,344

* 7,642

* 1,900

* 1,919

* 28,634

255,287

Wholesale trade (merchant wholesalers)

Retail trade

Transportation and warehousing

Footnotes at end of table.

Statistics of Income Bulletin

15

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 1. Nonfarm Sole Proprietorships: Business Receipts, Selected Deductions, Payroll, and Net Income, by

Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Businesses with and without net income—continued

Industrial sector

Number

of returns

Rent paid

Depreciation on machinery

and

deduction [1,2]

equipment [1]

Business

receipts

(1)

Interest paid

deduction [1,3]

Net income

less deficit

Payroll [1,4]

(3)

(4)

(5)

(6)

(7)

704,564

88,582,942

6,182,674

1,638,484

698,122

600,080

4,862,614

11,934,418

1,103,024

26,481,055

652,662

1,407,164

263,762

123,366

191,088

3,760,332

248,887

5,514,244

231,191

** 149,577

** 28,370

25,054

290,159

575,034

Pipeline transportation

3,587

548,242

* 305

**

**

* 11

* 7,248

32,005

Scenic and sightseeing transportation

Support activities for transportation (including motor vehicle

towing)

14,014

645,009

153,585

* 21,438

51,379

44,301

79,492

-64,527

72,062

5,632,641

453,890

43,839

107,355

40,781

510,945

521,898

Couriers and messengers

406,203

8,992,482

133,171

107,381

88,540

54,916

230,855

1,335,385

Truck transportation

Taxi, limousine service, and ridesharing service

Other transit and ground transportation

Warehousing and storage facilities

(2)

Rent paid

on other

business

property [1]

(8)

11,809

844,410

34,785

30,740

62,028

6,374

64,679

102,946

366,120

13,616,278

678,865

145,317

326,667

90,478

981,823

3,264,124

Publishing industries (except internet)

48,970

1,849,695

16,630

2,732

37,537

3,631

107,146

587,083

Motion picture and sound recording

Broadcasting (except internet) and telecommunications and

internet service providers

Data processing, internet publishing and broadcasting, and web

search portals

142,000

4,279,443

393,499

62,953

171,219

26,964

285,894

767,092

59,412

3,226,195

127,776

73,073

52,558

17,700

250,151

683,915

115,738

4,260,945

140,960

6,559

65,353

42,183

338,631

1,226,034

673,588

90,012,296

966,787

248,820

1,757,690

550,560

5,324,330

23,889,197

Information

Finance and insurance

Credit intermediation and related activities

38,909

2,965,081

63,645

19,836

53,627

80,743

200,166

554,845

Securities, commodity contracts, and other financial investments

190,064

51,464,847

396,422

88,737

550,602

242,766

2,077,118

9,956,287

Investment bankers and securities dealers

10,387

6,282,912

8,484

3,189

23,580

8,791

99,255

594,733

Securities brokers

12,893

4,927,187

40,926

10,637

20,687

6,134

74,598

949,529

Commodity contracts brokers and dealers

5,873

1,451,448

18,904

* 166

** 5,917

5,208

53,141

112,794

Securities and commodity exchanges

581

1,026,759

* 326

0

**

1,359

* 1,956

-18,194

Other financial investment activities (investment advice)

160,331

37,776,541

327,782

74,745

500,417

221,274

1,848,168

8,317,425

Insurance agents, brokers, and related activities

434,562

35,239,655

502,781

140,109

1,151,387

226,522

3,039,195

13,248,586

Insurance agencies and brokerages

314,606

26,815,586

373,572

122,196

989,228

185,765

2,592,533

9,470,913

Other insurance related activities and other financial vehicles

119,956

8,424,069

129,208

17,914

162,158

40,757

446,662

3,777,673

Funds, trusts, and other financial vehicles

Real estate and rental and leasing

Real estate

10,052

342,713

* 3,940

* 138

* 2,075

* 529

* 7,851

129,479

1,362,185

92,951,678

4,487,072

403,484

1,487,244

1,243,432

3,282,293

30,966,372

1,297,399

86,908,107

2,222,708

331,276

1,320,641

1,046,739

2,864,142

31,475,940

Lessors of real estate (including miniwarehouses and self

storage)

Offices of real estate agents, brokers, property managers, and

appraisers

61,383

3,187,678

404,233

6,004

97,000

273,194

88,115

390,642

981,747

59,125,445

1,215,464

253,861

907,787

358,928

1,841,579

25,940,821

Other activities related to real estate

254,269

24,594,985

603,010

71,412

315,854

414,618

934,448

5,144,476

63,275

5,977,504

2,261,356

72,171

164,765

192,427

412,788

-503,443

Automotive equipment rental and leasing

24,911

1,407,370

504,259

** 17,814

48,147

39,027

59,815

-109,858

Consumer electronics and appliances rental

* 347

* 47,003

* 22,505

**

0

* 2,943

* 3,577

* -1,951

**

**

**

**

**

**

**

**

** 1,479

** 139,310

** 13,301

** 434

** 23,825

** 359

** 47,557

** -434

Rental and leasing services

Formal wear and costume rental

Video tape and disc rental

Home health equipment rental

Recreational goods rental

All other consumer goods rental

General rental centers and other consumer goods rental

Commercial and industrial machinery and equipment rental

and leasing

Lessors of nonfinancial intangible assets (except copyrighted

works)

Professional, scientific, and technical services

Legal services

**

**

0

0

0

0

0

**

1,369

68,195

151,986

**

* 3,653

*4

* 2,077

-152,318

8,899

766,845

157,228

** 3,231

31,049

23,026

48,648

54,107

4,513

474,407

31,241

* 1,994

* 10,047

9,178

15,649

39,047

21,757

3,074,375

1,380,836

48,698

48,044

117,890

235,465

-332,037

1,511

66,067

* 3,009

* 37

* 1,839

* 4,265

* 5,362

-6,124

3,650,330

349,241

203,648,342

40,894,359

4,385,260

369,105

1,038,443

167,399

5,007,993

1,813,413

945,603

202,486

17,241,836

4,461,894

84,984,173

18,142,013

Offices of certified public accountants

35,239

4,466,006

112,418

15,571

233,372

76,677

707,897

1,753,455

Other accounting services

365,154

10,290,894

257,413

53,691

264,175

76,150

707,401

4,391,474

Architectural, engineering, and related services

291,771

17,525,213

626,807

146,763

310,671

78,647

1,830,698

5,596,835

Architectural services

111,893

7,048,920

292,524

86,570

160,344

36,519

853,797

1,513,492

Engineering services

105,520

7,275,221

266,481

51,561

126,582

32,127

569,924

2,732,772

Drafting, building inspections, and geophysical surveying

59,330

2,417,640

46,936

* 2,916

7,755

8,230

238,967

1,086,345

Surveying and mapping (except geophysical) services

10,692

576,533

13,491

* 5,532

* 10,854

* 1,100

128,924

216,553

Testing laboratories

4,335

206,899

* 7,375

* 183

* 5,136

* 671

* 39,085

47,673

Footnotes at end of table.

Statistics of Income Bulletin

16

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 1. Nonfarm Sole Proprietorships: Business Receipts, Selected Deductions, Payroll, and Net Income, by

Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Businesses with net income—continued

Industrial sector

Number

of returns

Rent paid

Depreciation on machinery

and

deduction [1,2]

equipment [1]

Business

receipts

(9)

(10)

Rent paid

on other

business

property [1]

Interest paid

deduction [1,3]

Net income

Payroll [1,4]

(11)

(12)

(13)

(14)

(15)

Truck transportation

582,576

76,446,928

4,106,000

1,352,961

597,616

409,422

3,668,282

14,287,841

(16)

Taxi, limousine service, and ridesharing service

742,960

22,722,241

324,000

1,191,450

182,000

55,438

69,713

6,176,837

Other transit and ground transportation

155,175

4,356,098

76,399

95,995

23,015

6,423

212,953

1,217,147

Pipeline transportation

* 2,551

* 546,215

**

**

**

* 11

* 7,248

* 42,191

5,897

448,208

** 42,906

** 21,357

** 18,926

28,825

* 60,252

71,961

Scenic and sightseeing transportation

Support activities for transportation (including motor vehicle

towing)

53,497

4,310,718

178,176

34,184

91,204

16,783

360,389

875,137

Couriers and messengers

281,639

7,181,825

34,993

84,756

63,294

41,931

177,809

2,083,459

Warehousing and storage facilities

8,646

736,539

21,044

23,313

53,288

3,911

38,919

211,623

247,227

10,871,351

310,153

109,054

176,507

28,259

416,569

4,921,497

Publishing industries (except internet)

35,327

1,561,480

6,563

1,447

32,828

* 477

35,116

696,253

Motion picture and sound recording

Broadcasting (except internet) and telecommunications and

internet service providers

Data processing, internet publishing and broadcasting, and web

search portals

82,818

3,416,945

169,276

33,498

74,500

14,911

155,719

1,541,378

43,350

2,573,591

91,598

72,147

37,781

9,409

101,266

919,054

Information

Finance and insurance

85,732

3,319,335

42,716

1,962

31,398

3,461

124,468

1,764,813

477,989

63,443,920

521,169

217,829

1,550,167

328,119

4,514,875

26,840,410

Credit intermediation and related activities

23,779

2,598,988

13,561

16,033

34,507

58,753

166,176

784,000

Securities, commodity contracts, and other financial investments

123,196

29,748,060

186,600

79,234

450,258

110,622

1,567,419

11,731,637

Investment bankers and securities dealers

6,407

1,737,269

3,894

* 3,158

12,106

1,192

83,569

692,742

Securities brokers

8,214

2,339,442

11,632

7,868

17,998

4,348

61,108

1,047,280

Commodity contracts brokers and dealers

4,850

1,133,404

** 2,017

* 27

3,969

** 220

** 10,613

213,618

* 21

* 75,660

**

0

0

**

**

* 9,563

Other financial investment activities (investment advice)

103,703

24,462,285

169,058

68,181

416,186

104,861

1,412,130

9,768,434

Insurance agents, brokers, and related activities

323,423

30,885,608

320,430

122,425

1,064,411

158,661

2,779,052

14,171,000

Insurance agencies and brokerages

234,944

23,103,561

242,583

111,080

910,647

136,538

2,367,071

10,105,269

Other insurance related activities and other financial vehicles

88,480

7,782,047

77,847

11,344

153,764

22,124

411,982

4,065,731

Funds, trusts, and other financial vehicles

7,590

211,263

* 578

* 138

* 991

* 83

* 2,228

153,773

917,226

79,545,504

1,684,661

284,322

1,069,448

519,660

2,233,050

36,881,443

886,290

76,004,854

1,181,121

251,516

1,003,453

455,947

2,052,206

36,066,858

Securities and commodity exchanges

Real estate and rental and leasing

Real estate

Lessors of real estate (including miniwarehouses and self

storage)

Offices of real estate agents, brokers, property managers, and

appraisers

31,388

2,372,477

136,767

3,389

78,149

101,981

51,520

809,827

706,277

54,005,036

829,877

204,203

684,694

180,772

1,371,354

28,303,071

Other activities related to real estate

148,625

19,627,341

214,477

43,923

240,610

173,194

629,332

6,953,960

30,510

3,484,273

500,784

32,769

64,156

63,469

176,325

800,078

Automotive equipment rental and leasing

11,520

850,386

131,444

* 6,683

* 22,873

15,465

* 27,116

201,271

Consumer electronics and appliances rental

* 343

* 33,555

* 2,514

* 3,627

0

* 2,004

* 3,577

* 6,929

**

**

0

0

0

**

**

**

** 181

** 24,774

0

0

0

** 359

** 10,947

** 843

Rental and leasing services

Formal wear and costume rental

Video tape and disc rental

Home health equipment rental

Recreational goods rental

All other consumer goods rental

General rental centers and other consumer goods rental

Commercial and industrial machinery and equipment rental

and leasing

Lessors of nonfinancial intangible assets (except copyrighted

works)

Professional, scientific, and technical services

Legal services

0

0

0

0

0

0

0

0

* 1,339

* 60,844

* 900

**

**

**

0

* 6,412

6,483

553,657

70,872

** 2,328

** 9,934

** 4,002

* 15,988

143,854

3,243

389,654

* 10,118

* 1,452

* 6,404

* 6,411

* 9,398

65,924

7,401

1,571,404

284,936

18,680

24,945

35,228

109,298

374,845

* 426

* 56,377

* 2,757

* 37

* 1,839

* 243

* 4,518

* 14,508

2,662,627

278,522

184,846,182

39,010,505

2,596,132

294,975

644,991

142,099

3,991,235

1,690,990

610,172

142,698

13,956,711

4,130,717

94,424,862

18,891,762

Offices of certified public accountants

27,767

4,167,476

88,177

15,568

211,669

72,246

630,770

1,794,045

Other accounting services

288,927

9,220,411

161,835

48,266

214,082

41,836

574,033

4,949,842

Architectural, engineering, and related services

208,660

15,808,287

366,182

100,519

228,513

46,625

1,559,126

6,777,345

Architectural services

73,464

6,253,133

194,686

47,139

107,378

24,743

737,500

2,040,502

Engineering services

80,793

6,574,480

125,861

45,546

102,565

18,559

456,408

3,264,677

Drafting, building inspections, and geophysical surveying

42,683

2,258,489

28,703

* 2,275

7,656

* 1,845

226,184

1,192,615

Surveying and mapping (except geophysical) services

9,552

526,558

* 9,591

* 5,376

* 7,781

* 807

* 100,934

217,062

* 2,168

* 195,628

* 7,341

* 183

* 3,132

* 671

* 38,100

* 62,489

Testing laboratories

Footnotes at end of table.

Statistics of Income Bulletin

17

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 1. Nonfarm Sole Proprietorships: Business Receipts, Selected Deductions, Payroll, and Net Income, by

Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Businesses with and without net income—continued

Industrial sector

Number

of returns

(1)

Specialized design services

Computer systems design services

Business

receipts

(2)

261,904

Rent paid

Depreciation on machinery

and

deduction [1,2]

equipment [1]

(3)

10,456,589

(4)

349,741

46,306

Rent paid

on other

business

property [1]

Interest paid

deduction [1,3]

Payroll [1,4]

(5)

(6)

(7)

(8)

388,158

2,964,562

271,273

42,649

Net income

less deficit

297,644

13,327,182

217,680

59,118

187,229

42,652

1,342,562

5,905,029

2,049,378

106,688,100

2,452,096

549,594

1,927,860

426,342

7,803,226

46,230,805

Management, scientific, and technical consulting services

980,042

53,427,031

1,128,051

306,992

765,257

202,618

3,479,240

27,866,962

Scientific research and development services

55,940

1,646,616

79,806

4,325

33,585

5,518

117,524

530,965

Advertising and related services

141,768

9,449,217

145,947

47,607

274,896

40,990

560,074

2,907,915

Other professional, scientific, and technical services

Market research and public opinion polling

44,914

1,202,482

16,830

3,719

16,173

2,175

93,038

427,417

Other miscellaneous services

826,715

40,962,754

1,081,462

186,951

837,949

175,041

3,553,350

14,497,545

2,626,388

83,385,001

3,358,033

679,481

911,994

452,647

9,046,688

23,425,084

4,684

549,276

59,912

* 397

8,722

5,459

141,782

29,965

2,597,554

79,936,896

3,069,047

652,980

871,665

423,528

8,598,172

22,944,057

Administrative and support and waste management services

Management of companies and enterprises

Administrative and support services

Waste management and remediation services

24,150

2,898,828

229,074

26,105

31,606

23,660

306,734

451,062

837,403

12,640,322

354,149

85,193

832,181

90,340

866,028

3,582,252

Health care and social assistance

2,071,626

120,062,514

2,450,087

481,138

5,570,834

742,887

17,950,166

45,925,881

Ambulatory health care services

1,222,470

95,091,572

1,921,261

391,640

4,464,412

569,070

14,221,218

37,823,243

Offices of physicians (except mental health specialists)

194,481

28,715,522

444,154

121,421

1,096,347

82,989

3,910,095

13,367,993

Offices of physicians, mental health specialists

40,888

4,321,785

62,216

14,958

282,866

13,902

231,143

2,508,902

Offices of dentists

68,638

22,636,518

702,164

79,715

978,017

249,895

5,544,024

6,735,522

Offices of chiropractors

28,190

3,561,711

98,888

24,131

322,274

34,024

339,199

1,264,236

Offices of optometrists

18,835

3,651,690

88,658

9,284

223,010

26,537

733,518

912,267

Offices of mental health practitioners and social therapists

223,230

11,030,741

144,260

34,031

709,751

23,107

763,052

5,838,153

Offices of podiatrists

Outpatient care centers and other miscellaneous health

practitioners

3,601

876,348

4,626

* 2,277

75,838

3,677

137,199

325,297

225,950

8,991,107

219,912

51,667

574,319

106,990

619,745

3,211,066

Medical and diagnostic laboratories

23,619

1,413,127

28,924

757

49,824

5,062

166,398

426,550

Home health care services

359,621

8,115,266

83,995

50,091

129,693

17,209

1,598,231

2,738,823

Other ambulatory health care services (including ambulance

services, blood and organ banks)

35,418

1,777,755

43,464

3,308

22,473

5,678

178,614

494,433

Hospitals

5,228

926,305

23,102

* 2,706

58,988

4,398

252,430

201,627

Nursing and residential care facilities

83,735

5,514,495

148,958

33,988

293,420

93,187

1,562,754

440,820

Educational services

Social assistance

Arts, entertainment, and recreation

Performing arts, spectator sports, and related industries

760,193

18,530,142

356,766

52,803

754,014

76,232

1,913,764

7,460,191

1,723,755

51,768,247

2,340,577

378,741

1,807,678

370,470

2,953,980

12,755,928

12,232,877

1,541,522

39,167,655

* 1,550,174

** 261,929

* 902,572

* 161,522

* 1,548,478

Museums, historical sites, and similar institutions

8,517

282,924

3,043

**

8,787

728

4,049

43,816

Amusement, gambling, and recreation industries

173,717

12,317,668

787,360

116,811

896,319

208,220

1,401,453

479,235

585,688

72,833,003

2,679,447

574,164

4,693,264

1,059,836

13,515,269

2,836,874

92,440

8,193,194

975,000

41,828

436,072

556,582

903,084

-46,795

-183,870

Accommodation, food services, and drinking places

Accommodation

Travel accommodation (including hotels, motels, and bed and

breakfast inns)

52,835

6,037,526

801,190

* 23,702

292,672

453,552

812,129

RV (recreational vehicle) parks and recreational camps

18,294

1,277,658

127,402

5,402

9,057

82,890

56,596

42,107

Rooming and boarding houses

21,311

878,010

46,408

12,724

134,344

20,140

34,359

94,968

493,248

64,639,809

1,704,447

532,336

4,257,192

503,254

12,612,184

2,883,670

3,623,375

122,912,438

3,930,528

910,613

8,397,317

800,582

9,768,114

30,691,359

Restaurants (full & limited service) and drinking places

Other services

Auto repair and maintenance

405,031

28,569,572

1,291,258

186,359

1,360,551

342,809

3,459,826

2,898,015

Automotive mechanical and electrical repair and maintenance

221,337

13,582,326

604,993

88,515

727,817

173,109

1,430,048

1,409,395

Automotive body shops

88,892

8,073,250

220,051

41,994

266,495

50,392

1,066,549

1,101,052

Other auto repair and maintenance (including oil change,

lubrication, and car washes)

94,802

6,913,996

466,214

* 55,850

366,239

* 119,307

963,228

387,568

Miscellaneous repairs

431,077

19,444,854

661,781

123,031

527,795

128,134

1,806,155

3,900,338

2,531,706

70,740,160

1,912,319

581,786

6,410,656

326,872

4,468,872

21,994,805

255,561

4,157,852

65,170

19,437

98,316

2,767

33,261

1,898,201

562,328

6,211,944

174,193

70,160

98,388

18,907

39,265

2,122,609

Personal and laundry services

Religious, grantmaking, civic, professional and similar

organizations

Unclassified establishments

Footnotes at end of table.

Statistics of Income Bulletin

18

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 1. Nonfarm Sole Proprietorships: Business Receipts, Selected Deductions, Payroll, and Net Income, by

Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Businesses with net income—continued

Industrial sector

Specialized design services

Computer systems design services

Number

of returns

Business

receipts

Rent paid

Depreciation on machinery

and

deduction [1,2]

equipment [1]

(9)

(10)

(11)

176,695

8,596,657

115,364

(12)

22,185

Rent paid

on other

business

property [1]

Interest paid

deduction [1,3]

Payroll [1,4]

(13)

(14)

(15)

(16)

222,278

3,647,693

153,992

21,515

Net income

211,717

12,287,689

143,371

46,368

128,838

32,498

957,251

6,649,348

1,470,339

95,755,157

1,426,227

269,986

1,363,151

252,755

5,882,536

51,714,827

Management, scientific, and technical consulting services

711,219

49,014,706

632,638

101,020

513,654

111,443

2,543,829

30,456,538

Scientific research and development services

39,658

1,398,830

36,491

2,397

27,059

* 814

58,460

846,973

Advertising and related services

109,679

8,644,174

112,886

23,187

214,274

31,091

473,420

3,221,228

Other professional, scientific, and technical services

Market research and public opinion polling

31,214

1,039,948

3,210

* 3,711

12,619

1,961

87,703

511,594

Other miscellaneous services

578,568

35,657,500

641,002

139,671

595,546

107,446

2,719,125

16,678,493

2,046,092

73,890,601

2,049,197

379,610

648,682

250,098

6,924,853

28,859,309

2,654

380,378

14,001

* 125

3,663

* 2,791

* 108,587

96,236

2,024,357

71,020,140

1,853,025

366,624

620,980

231,183

6,586,436

28,217,272

Administrative and support and waste management services

Management of companies and enterprises

Administrative and support services

Waste management and remediation services

19,080

2,490,083

182,171

12,860

24,038

16,123

229,830

545,801

619,075

10,694,320

184,948

56,623

473,725

29,077

593,220

5,253,335

Health care and social assistance

1,650,349

108,858,974

1,800,263

349,173

4,660,210

475,633

15,203,487

50,165,993

Ambulatory health care services

945,268

87,776,499

1,466,598

290,965

3,820,075

406,917

12,556,829

40,741,769

Offices of physicians (except mental health specialists)

156,901

26,809,211

331,581

83,430

983,568

65,068

3,374,358

13,906,367

Offices of physicians, mental health specialists

32,869

4,050,145

45,643

14,953

241,917

12,527

180,408

2,575,710

Offices of dentists

54,017

21,554,902

585,323

77,524

874,793

203,633

5,209,762

7,019,016

Offices of chiropractors

21,048

3,420,305

96,277

24,054

284,567

22,103

323,804

1,329,053

Offices of optometrists

15,654

3,136,737

71,629

9,047

200,117

26,156

616,858

927,329

Offices of mental health practitioners and social therapists

183,790

10,492,666

98,553

32,033

642,490

21,015

677,237

6,106,654

Offices of podiatrists

Outpatient care centers and other miscellaneous health

practitioners

3,090

828,837

4,498

* 2,274

74,980

3,605

124,905

328,619

160,473

7,537,199

146,043

24,590

381,621

33,202

438,372

3,899,774

Medical and diagnostic laboratories

19,931

1,073,219

7,053

* 514

30,694

4,182

110,008

464,861

Home health care services

273,290

7,328,755

52,303

19,825

84,043

10,797

1,353,186

3,555,588

Other ambulatory health care services (including ambulance

services, blood and organ banks)

24,207

1,544,524

27,696

2,723

21,284

4,628

147,931

628,796

Hospitals

3,561

809,348

16,502

* 1,669

52,739

* 3,509

224,459

278,124

Nursing and residential care facilities

59,438

3,775,812

85,318

21,667

153,218

27,040

924,413

887,999

Educational services

Social assistance

Arts, entertainment, and recreation

Performing arts, spectator sports, and related industries

642,082

16,497,315

231,846

34,872

634,179

38,166

1,497,786

8,258,101

1,167,765

41,547,104

784,854

205,301

1,124,727

148,596

1,672,302

18,222,313

16,447,139

1,059,729

33,024,853

** 544,712

156,242

** 570,482

** 95,527

** 935,607

Museums, historical sites, and similar institutions

6,494

268,247

**

0

**

**

**

57,839

Amusement, gambling, and recreation industries

101,541

8,254,004

240,142

49,059

554,245

53,070

736,695

1,717,334

365,540

53,482,163

1,020,600

368,651

3,197,290

441,948

9,037,133

6,865,674

60,867

5,290,841

269,287

29,789

* 296,576

196,323

472,428

912,370

Travel accommodation (including hotels, motels, and bed and

breakfast inns)

34,897

3,687,301

212,195

* 12,401

194,075

163,459

398,498

589,269

RV (recreational vehicle) parks and recreational camps

10,549

889,136

29,385

5,343

5,374

18,871

48,608

163,714

Accommodation, food services, and drinking places

Accommodation

Rooming and boarding houses

15,422

714,404

27,707

12,045

97,126

13,992

25,321

159,387

Restaurants (full & limited service) and drinking places

304,673

48,191,322

751,313

338,863

2,900,714

245,625

8,564,705

5,953,304

38,715,518

Other services

2,756,669

108,487,797

2,203,810

592,058

6,676,255

452,354

7,779,103

Auto repair and maintenance

268,507

23,766,816

717,118

88,637

1,055,548

230,821

2,654,597

4,606,729

Automotive mechanical and electrical repair and maintenance

146,958

11,567,496

345,731

43,996

595,943

120,730

1,176,084

2,280,914

Automotive body shops

62,872

6,845,586

151,219

33,900

206,791

32,695

728,650

1,415,716

Other auto repair and maintenance (including oil change,

lubrication, and car washes)

58,678

5,353,734

220,168

* 10,741

252,814

* 77,395

* 749,863

910,099

Miscellaneous repairs

323,682

17,409,389

427,073

88,600

441,645

73,468

1,612,919

4,892,883

1,968,059

63,511,011

1,020,487

400,357

5,103,629

146,434

3,490,041

26,933,361

196,420

3,800,581

39,132

14,464

75,434

1,631

21,547

2,282,545

450,837

5,409,775

51,753

36,188

32,581

2,110

14,585

3,509,773

Personal and laundry services

Religious, grantmaking, civic, professional and similar

organizations

Unclassified establishments

* Estimate should be used with caution because of the small number of sample returns on which it is based.

** Data combined to prevent disclosure of taxpayer information.

[1] Excludes amounts reported on Schedule C-EZ filed by certain small businesses not required to itemize their business deductions. Therefore, totals shown may be slightly understated.

[2] Includes depreciation claimed on Expenses for Business Use of Your Home (Form 8829).

[3] Interest paid is the sum of mortgage interest and other interest paid on business indebtedness.

[4] Payroll is the sum of salaries and wages plus the cost of labor reported as part of cost of sales and operations.

NOTE: Detail may not add to totals because of rounding.

SOURCE: IRS, Statistics of Income Division, Sole Proprietorship Returns 2018, September 2020.

Statistics of Income Bulletin

19

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Agriculture, forestry, hunting, and fishing

Net income status, item

All

nonfarm

industries

(1)

Total

Animal

production

(including

breeding

of cats and

dogs)

Forestry

and logging

(including forest

nurseries,

timber tracts)

Fishing,

hunting,

and trapping

Support

activities

for

agriculture

and forestry

(2)

(3)

(4)

(5)

(6)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

27,117,163

320,437

46,206

49,119

70,916

154,196

1,589,748,596

23,139,333

1,751,008

6,129,050

2,763,520

12,495,754

12,307,053

1,569,615,542

22,737,927

1,642,934

6,085,979

2,701,962

Other business income (loss) [1]

20,133,054

401,406

108,074

43,071

61,559

188,702

Business deductions, total [1,2]

1,242,400,412

21,704,729

2,184,739

5,521,545

2,561,032

11,437,413

Cost of sales and operations, total

441,730,396

8,316,658

542,847

1,813,569

241,428

5,718,814

Inventory, beginning of year

44,130,575

499,227

38,622

173,365

31,356

255,884

Cost of labor

41,380,058

502,323

* 98,383

192,955

30,837

180,149

Purchases

253,859,367

5,194,957

274,453

795,047

102,481

4,022,975

Materials and supplies

70,280,304

467,904

52,093

47,826

48,866

319,120

Other costs

76,215,122

2,215,210

128,562

770,561

63,139

1,252,948

312,261

44,135,029

562,963

49,267

166,185

* 35,250

Advertising expenses

Inventory, end of year

17,754,464

100,786

20,611

8,445

30,758

40,971

Car and truck expenses

105,596,494

1,165,198

145,663

393,662

182,785

443,088

Commissions

18,680,616

146,035

64,245

32,872

4,753

44,164

Contract labor

69,258,312

1,083,041

34,646

435,740

174,253

438,402

Depletion

Depreciation

684,930

2,882

* 976

** 1,773

**

* 134

50,776,575

2,328,589

287,506

649,110

585,850

806,124

Employee benefit programs

3,086,070

15,643

2,356

3,384

708

9,195

Insurance

22,279,295

489,001

28,878

186,574

57,593

215,957

Legal and professional services

14,945,415

151,667

17,496

24,827

33,346

75,998

Meals deducted

11,343,749

86,413

8,848

3,446

40,668

33,451

Mortgage interest

3,547,847

88,142

7,740

7,621

12,693

60,087

Other interest paid on business indebtedness

6,987,896

181,709

11,667

62,978

23,360

83,704

Office expenses

14,775,395

58,729

7,477

9,090

10,515

31,647

Pension and profit-sharing plans

1,245,088

4,247

* 33

** 1,323

**

2,892

Rent paid on machinery and equipment

11,452,287

165,760

1,961

94,372

5,860

63,567

Rent paid on other business property

42,320,734

324,226

28,478

24,538

89,499

181,711

Repairs

21,899,636

811,399

44,719

284,599

160,815

321,267

Supplies

46,931,296

644,214

94,661

98,113

208,050

243,390

Salaries and wages

97,885,484

1,464,405

85,076

303,822

40,955

1,034,552

Taxes paid

21,076,953

299,560

24,886

70,091

46,265

158,319

Travel

19,045,842

158,404

32,771

9,819

28,589

87,225

Utilities

34,220,865

325,656

43,666

63,864

57,301

160,825

Other business expenses

149,689,186

3,170,899

633,517

924,599

493,924

1,118,859

Home office business deductions, total

10,568,338

75,709

10,319

6,362

20,759

38,268

348,509,654

1,459,706

-434,268

606,963

207,340

1,079,671

Net income [1,2]

429,990,931

3,620,110

255,825

859,430

695,052

1,809,803

Deficit [2]

81,481,276

2,160,404

690,094

252,467

487,712

730,132

64,790,476

773,239

97,862

138,993

222,797

313,587

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

5,350,709

58,712

* 5,089

* 6,196

11,750

35,676

Business receipts

44,963,836

363,345

* 49,373

* 16,982

57,716

239,274

Business deductions

4,617,249

45,759

* 3,697

* 6,955

10,303

24,805

Net income

40,346,588

317,586

* 45,676

* 10,028

47,413

214,469

Footnotes at end of table.

Statistics of Income Bulletin

20

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Mining

Construction

Utilities

Total

Oil

and

gas extraction

Other

mining

Support

activities for

mining

Total

Total

Construction

of

buildings

Heavy and

civil

engineering

construction

Specialty

trade

contractors

(7)

(8)

(9)

(10)

(11)

(12)

(13)

(14)

(15)

Net income status, item

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

104,965

77,367

6,634

20,964

12,472

2,901,667

608,117

58,382

2,235,168

11,117,876

6,276,620

1,463,769

3,377,487

594,702

269,860,103

77,636,683

9,166,120

183,057,300

181,878,655

10,710,225

5,968,447

1,404,045

3,337,734

591,788

268,081,319

77,109,419

9,093,245

Other business income (loss) [1]

407,650

308,173

59,724

39,753

2,914

1,778,784

527,264

72,875

1,178,645

Business deductions, total [1,2]

9,764,726

5,728,561

1,387,692

2,648,473

539,378

225,606,070

67,551,170

7,960,484

150,094,416

Cost of sales and operations, total

1,969,622

1,067,019

305,802

596,801

17,486

105,472,101

39,433,221

4,176,651

61,862,229

Inventory, beginning of year

123,385

61,487

18,246

43,653

* 4,887

5,438,450

3,077,192

1,007,287

1,353,971

Cost of labor

178,243

60,082

* 15,279

102,882

* 991

19,759,905

5,839,952

685,819

13,234,134

Purchases

509,926

78,236

232,980

198,710

* 11,463

28,018,206

9,675,046

841,516

17,501,643

Materials and supplies

109,518

28,905

* 11,125

69,488

* 308

37,637,532

14,537,653

856,421

22,243,457

1,180,276

894,293

47,198

238,786

* 4,069

19,709,379

9,115,813

1,802,757

8,790,809

131,727

55,983

19,026

56,717

* 4,233

5,091,371

2,812,436

1,017,149

1,261,785

Advertising expenses

24,527

7,576

1,107

15,845

676

1,334,677

264,929

44,314

1,025,433

Car and truck expenses

286,497

127,853

23,301

135,343

79,940

18,319,608

3,966,747

385,081

13,967,780

Commissions

21,218

16,901

* 952

3,364

* 737

1,034,949

277,421

43,149

714,379

Contract labor

368,740

170,982

50,053

147,705

102,057

26,384,816

6,423,575

442,627

19,518,615

Other costs

Inventory, end of year

Depletion

562,328

441,097

108,680

12,551

* 1,058

14,667

* 106

* 387

14,174

Depreciation

1,189,519

546,433

302,512

340,574

110,016

8,167,058

1,923,882

552,635

5,690,541

Employee benefit programs

39,079

11,589

8,253

19,238

* 532

298,973

68,328

21,805

208,840

Insurance

159,899

61,868

14,038

83,994

11,000

4,706,351

1,022,710

188,562

3,495,079

Legal and professional services

150,537

107,119

7,115

36,303

6,771

1,319,008

402,657

58,046

858,304

Meals deducted

76,073

19,612

5,763

50,698

961

1,166,492

281,740

26,131

858,621

Mortgage interest

21,786

15,625

* 3,874

2,287

18,470

329,264

124,863

33,640

170,760

Other interest paid on business indebtedness

153,970

67,737

56,035

30,198

6,273

821,404

270,832

47,542

503,030

Office expenses

53,614

24,977

4,343

24,294

2,413

1,228,582

273,635

41,747

913,200

Pension and profit-sharing plans

15,204

4,916

* 9,465

* 823

* 104

54,375

7,720

13,509

33,145

Rent paid on machinery and equipment

79,249

21,472

13,568

44,209

* 382

1,693,183

320,292

111,067

1,261,824

Rent paid on other business property

86,168

42,563

15,369

28,236

3,030

1,978,255

422,775

50,651

1,504,828

Repairs

242,398

70,010

57,115

115,273

28,937

2,654,218

551,593

145,895

1,956,731

Supplies

153,417

31,387

29,668

92,361

28,143

12,430,017

2,745,461

258,758

9,425,798

Salaries and wages

652,472

252,564

94,707

305,201

7,453

11,886,889

2,348,925

509,506

9,028,458

Taxes paid

275,795

192,581

24,301

58,913

8,192

2,473,607

542,610

103,488

1,827,508

Travel

98,476

61,061

3,858

33,557

3,984

1,469,784

312,338

66,976

1,090,470

Utilities

135,409

71,758

11,018

52,633

18,142

3,520,402

757,168

93,136

2,670,097

2,900,674

2,263,084

235,649

401,940

81,048

15,317,724

4,468,072

521,672

10,327,980

36,810

21,541

* 656

14,614

* 1,516

1,101,610

246,655

11,282

843,673

1,395,205

570,277

85,531

739,398

55,794

44,304,538

10,109,819

1,252,169

32,942,550

Net income [1,2]

2,576,863

1,475,092

170,816

930,956

205,337

50,548,580

11,686,869

1,613,718

37,247,993

Deficit [2]

1,181,658

904,815

85,285

191,558

149,543

6,244,043

1,577,051

361,549

4,305,443

1,160,359

930,858

74,286

155,216

44,433

5,658,951

1,370,015

381,177

3,907,759

Other business expenses

Home office business deductions, total

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

12,558

9,797

* 1,377

1,384

* 2,193

455,247

82,885

7,468

364,894

Business receipts

38,897

19,679

* 4,543

14,675

* 11,364

4,881,265

1,027,036

114,422

3,739,807

Business deductions

11,245

9,236

* 490

* 1,519

* 58

428,058

92,914

* 12,226

322,918

Net income

27,653

10,443

* 4,053

13,156

* 11,306

4,453,207

934,122

102,196

3,416,889

Footnotes at end of table.

Statistics of Income Bulletin

21

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Manufacturing

Total

Food

manufacturing

Textile

and textile

product mills

Apparel

Leather

and

allied

products

Wood

products

Paper

products

Printing

and related

support

activities

(16)

(17)

(18)

(19)

(20)

(21)

(22)

(23)

Net income status, item

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

354,185

51,926

12,499

14,301

7,540

28,148

* 3,040

22,905

33,967,257

5,955,668

583,918

851,324

257,364

2,839,173

142,667

1,918,868

1,894,468

33,631,968

5,846,057

582,910

848,382

257,178

** 2,974,245

**

Other business income (loss) [1]

335,289

109,611

* 1,009

* 2,942

* 187

** 7,595

**

24,400

Business deductions, total [1,2]

30,449,608

5,854,165

553,884

909,526

198,481

2,600,940

* 125,445

1,649,098

Cost of sales and operations, total

15,832,881

3,236,533

246,462

322,214

27,749

** 1,854,295

**

798,830

Inventory, beginning of year

2,358,573

642,996

18,507

115,960

* 41,486

** 169,432

**

52,440

Cost of labor

1,698,777

169,881

* 11,857

** 24,841

**

** 304,677

**

* 32,857

Purchases

9,458,083

2,526,344

198,281

204,851

* 17,990

** 956,170

**

350,593

Materials and supplies

2,854,267

310,555

* 16,348

48,035

* 8,787

** 348,127

**

338,482

Other costs

1,852,596

222,665

* 22,351

** 60,616

**

** 220,152

**

61,592

Inventory, end of year

2,389,414

635,906

20,882

131,203

* 41,399

** 144,263

**

* 37,135

Advertising expenses

311,119

65,063

8,871

30,709

* 6,406

** 8,148

**

18,626

Car and truck expenses

1,086,081

150,884

22,572

49,621

* 4,319

** 45,682

**

52,608

Commissions

259,761

18,015

* 2,176

** 10,450

**

** 13,197

**

1,674

Contract labor

742,499

86,739

* 11,805

** 40,108

**

** 29,782

**

15,536

Depletion

Depreciation

2,250

* 866

0

0

0

** 76

**

0

1,314,510

242,012

17,117

24,934

* 2,072

** 129,409

**

39,705

Employee benefit programs

97,521

13,854

* 340

** 1,151

**

** 12,273

**

5,603

Insurance

401,985

67,899

5,009

3,503

* 1,915

** 31,674

**

18,829

Legal and professional services

272,142

48,421

6,202

11,628

* 1,208

** 15,449

**

21,415

Meals deducted

119,339

10,394

3,846

3,808

* 1,215

** 3,054

**

25,814

Mortgage interest

78,908

19,861

* 3,816

** 1,214

**

** 5,836

**

0

Other interest paid on business indebtedness

154,907

35,998

* 6,869

** 5,465

**

** 12,397

**

16,315

Office expenses

282,337

29,512

3,217

51,627

* 552

** 19,766

**

18,365

Pension and profit-sharing plans

15,558

1,194

* 341

** 64

**

** 850

**

* 934

Rent paid on machinery and equipment

181,242

25,728

* 3,386

** 473

**

** 13,894

**

* 16,089

Rent paid on other business property

80,124

1,067,629

228,442

* 11,387

48,266

* 5,322

** 44,717

**

Repairs

441,036

86,681

2,255

6,748

* 189

** 58,547

**

24,915

Supplies

1,087,017

110,960

9,590

22,824

* 123,112

** 41,346

**

34,485

Salaries and wages

2,653,500

575,882

* 42,193

72,559

* 4,474

** 173,056

**

135,384

Taxes paid

536,020

125,111

12,491

13,312

* 368

** 36,034

**

30,733

Travel

304,728

37,068

7,468

27,937

* 1,646

** 7,954

**

23,955

Utilities

673,320

122,307

17,572

24,650

9,703

** 48,093

**

56,178

2,317,418

505,339

89,259

125,684

3,927

** 112,140

**

167,869

178,735

7,022

* 19,389

* 11,774

* 2,127

** 3,667

**

43,687

3,622,232

102,189

30,034

-58,202

58,883

243,244

* 17,221

272,739

Net income [1,2]

5,601,108

648,650

94,892

93,465

72,695

** 335,266

**

306,162

Deficit [2]

1,978,876

546,461

64,857

151,667

* 13,812

** 74,800

**

33,423

1,196,208

199,676

14,333

27,412

* 12,948

38,215

* 2,177

65,777

Other business expenses

Home office business deductions, total

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

58,505

9,344

**

** 2,025

* 2,106

** 7,097

**

* 2,335

Business receipts

504,075

81,078

**

** 7,032

* 18,792

** 95,097

**

* 12,017

Business deductions

37,166

* 2,382

**

** 256

* 980

** 5,049

**

* 1,425

Net income

466,909

78,696

**

** 6,776

* 17,812

** 90,048

**

* 10,593

Footnotes at end of table.

Statistics of Income Bulletin

22

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Manufacturing—continued

Net income status, item

Petroleum

and coal

products

Chemical

manufacturing

Plastic and

rubber

products

Nonmetallic

mineral

products

Primary

metal

industries

Fabricated

metal

products

Machinery

Computer and

electronic

products

(24)

(25)

(26)

(27)

(28)

(29)

(30)

(31)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

2,661

22,573

5,699

13,147

5,734

24,796

23,997

7,521

Business receipts, total [1,2]

47,389

1,950,854

793,690

895,904

471,152

4,340,654

1,839,171

1,096,720

Income from sales and operations [1]

**

** 1,993,876

666,922

896,324

471,069

4,318,883

1,827,004

1,095,057

Other business income (loss) [1]

**

** 4,366

126,768

* -420

* 83

21,771

12,168

* 1,663

Business deductions, total [1,2]

69,825

1,690,725

672,467

844,032

391,035

3,790,610

1,550,036

937,663

632,595

Cost of sales and operations, total

* 9,364

955,638

250,716

430,695

* 248,985

2,018,618

689,997

Inventory, beginning of year

0

90,549

17,878

29,569

* 20,938

153,103

140,509

106,064

Cost of labor

0

* 38,330

* 50,628

* 40,985

* 42,334

260,010

127,033

* 89,427

Purchases

**

** 778,107

30,922

165,937

* 145,435

1,032,387

422,139

430,312

Materials and supplies

**

** 90,312

123,640

68,104

* 15,876

415,717

105,766

* 35,900

* 6,445

78,095

37,629

176,541

* 44,184

351,498

40,021

65,351

**

** 116,835

9,981

50,440

* 19,781

194,096

145,471

94,459

Other costs

Inventory, end of year

Advertising expenses

**

** 19,255

4,469

9,145

* 4,038

11,134

11,547

6,602

Car and truck expenses

**

** 106,868

3,757

34,257

* 14,163

71,683

55,787

5,304

Commissions

0

12,342

* 1,216

* 51,168

**

** 46,128

12,440

* 28,899

Contract labor

**

** 26,940

41,433

28,605

0

87,282

83,590

* 15,841

Depletion

**

** 1,307

0

0

0

**

0

0

* 6,022

73,522

39,270

46,132

* 9,494

273,397

83,442

16,154

* 2,104

Depreciation

Employee benefit programs

0

3,495

1,341

8,654

* 1,562

13,155

8,680

Insurance

**

** 28,285

5,502

11,811

* 8,624

60,993

17,137

4,642

* 414

17,701

12,374

4,079

3,141

18,833

12,761

10,228

Meals deducted

**

** 13,562

262

1,453

* 327

11,709

4,172

1,426

Mortgage interest

0

* 3,378

* 1,014

* 6,875

**

** 10,375

3,518

**

Other interest paid on business indebtedness

0

6,762

1,470

5,016

* 1,100

21,388

6,530

* 2,277

Office expenses

**

** 39,621

7,318

5,318

* 5,451

24,323

12,061

4,976

Pension and profit-sharing plans

0

* 1,154

* 535

* 1,324

**

** 1,941

* 274

* 912

Rent paid on machinery and equipment

**

** 35,712

* 2,889

9,581

**

** 7,576

6,697

**

Rent paid on other business property

**

** 56,948

15,223

5,985

* 11,206

74,842

64,386

43,316

Repairs

**

** 32,350

14,852

19,303

* 3,792

49,233

30,093

5,473

Supplies

**

** 41,628

118,391

9,650

* 2,610

141,188

77,779

53,080

Legal and professional services

Salaries and wages

**

** 88,642

78,071

50,157

* 23,155

444,757

186,406

55,985

* 597

13,103

22,353

19,186

* 3,006

69,317

27,538

5,838

Travel

**

** 12,078

1,796

11,485

* 8,504

18,886

13,710

6,432

Utilities

* 43

33,429

14,581

19,941

11,344

75,774

41,143

7,214

18,708

86,814

23,894

52,395

14,124

247,467

92,558

21,874

0

9,462

* 8,802

0

**

** 3,980

* 2,180

* 3,530

-22,436

260,129

123,667

51,872

81,584

552,457

289,137

159,058

2,526

432,966

156,237

122,775

81,725

662,217

358,584

251,530

* 24,962

172,837

32,570

70,903

**

** 109,901

69,448

92,472

12,621

70,204

48,770

20,436

* 11,502

117,025

63,311

53,350

Taxes paid

Other business expenses

Home office business deductions, total

Net income less deficit [1,2]

Net income [1,2]

Deficit [2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

* 1,004

* 5,107

* 2,002

* 2,310

**

** 3,671

* 5,062

**

Business receipts

* 1,360

* 39,352

* 9,471

* 16,172

**

** 32,501

* 18,433

**

Business deductions

Net income

* 31

* 5,378

* 937

* 1,816

**

** 3,033

* 5,611

**

* 1,329

* 33,974

* 8,534

* 14,356

**

** 29,467

* 12,822

**

Footnotes at end of table.

Statistics of Income Bulletin

23

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Manufacturing—continued

Net income status, item

Electrical

equipment,

appliances,

and

components

(32)

Wholesale trade (merchant wholesalers)

Transportation

equipment

Furniture

and related

products

Miscellaneous

manufacturing

Total

(33)

(34)

(35)

(36)

Durable

Nondurable

goods,

goods,

including

including food,

machinery,

fiber,

wood, metals,

chemicals,

etc.

etc.

(37)

(38)

Wholesale

electronic

markets

and agents

and

brokers

(39)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

10,857

11,137

21,548

64,156

349,685

158,053

113,463

78,168

1,005,913

604,798

2,223,907

6,148,122

53,250,491

24,271,882

22,267,275

6,711,334

6,681,377

1,002,975

585,665

2,220,999

6,149,954

52,772,809

23,980,459

22,110,972

Other business income (loss) [1]

* 2,937

19,133

2,908

-1,832

477,682

291,422

156,303

29,957

Business deductions, total [1,2]

910,259

606,720

1,693,734

5,400,963

48,921,618

22,339,147

21,075,565

5,506,906

Cost of sales and operations, total

478,119

172,071

684,372

2,775,629

33,926,361

15,783,085

14,736,762

3,406,514

Inventory, beginning of year

* 65,505

65,327

90,162

538,149

3,789,901

2,366,999

1,200,015

222,887

Cost of labor

* 127,897

* 30,353

102,024

245,645

629,161

450,374

71,982

* 106,804

Purchases

152,265

78,654

277,781

1,689,915

28,354,721

12,726,193

12,892,004

2,736,525

Materials and supplies

* 99,552

* 35,214

280,459

513,395

2,188,378

1,342,514

617,095

228,769

Other costs

* 114,124

* 17,857

29,431

304,044

2,979,705

1,318,567

1,340,964

320,174

81,224

* 55,335

95,485

515,518

4,015,505

2,421,562

1,385,299

208,644

Inventory, end of year

Advertising expenses

8,777

8,691

22,104

67,535

462,734

237,836

158,227

66,671

Car and truck expenses

43,167

89,814

126,839

208,756

1,463,372

640,385

465,084

357,903

Commissions

* 11,780

* 2,538

5,186

42,552

464,278

254,981

109,206

100,091

Contract labor

* 7,114

* 43,485

154,965

69,274

707,355

249,459

241,611

216,284

0

0

0

0

793

* 650

* 77

* 66

Depreciation

23,211

40,227

47,462

200,927

938,491

545,269

313,789

79,433

Employee benefit programs

* 5,193

* 1,492

* 4,817

13,808

63,428

27,597

26,869

8,962

Insurance

18,837

21,945

32,817

62,564

331,041

164,453

136,022

30,565

Legal and professional services

11,998

4,384

17,395

54,511

457,951

125,634

281,728

50,590

Meals deducted

3,938

4,271

4,136

25,953

167,606

74,224

66,167

27,215

Mortgage interest

** 2,717

* 2,253

* 2,109

15,941

44,257

11,263

21,245

11,750

Other interest paid on business indebtedness

* 6,457

* 2,662

6,064

18,136

186,814

87,278

80,124

19,413

Office expenses

10,698

3,958

10,494

35,079

315,824

146,504

117,268

52,052

* 930

**

** 295

4,810

21,025

5,428

11,755

3,842

Rent paid on machinery and equipment

** 2,859

* 3,382

* 18,186

34,791

205,826

118,389

54,700

32,737

Rent paid on other business property

Depletion

Pension and profit-sharing plans

* 64,056

6,031

110,954

196,425

831,639

454,207

287,063

90,368

Repairs

3,260

16,002

17,076

70,268

369,049

190,806

164,596

13,647

Supplies

46,996

28,120

103,566

121,692

901,029

540,851

302,785

57,393

Salaries and wages

73,969

25,898

166,720

456,194

2,009,077

838,430

920,797

249,850

Taxes paid

31,093

8,700

17,934

99,306

383,274

174,006

164,510

44,759

Travel

3,708

21,144

4,264

96,692

533,710

237,843

212,035

83,832

Utilities

25,892

12,228

46,265

106,965

541,556

263,313

202,115

76,127

Other business expenses

27,400

81,860

81,182

564,926

3,412,628

1,091,911

1,940,392

380,324

* 114

* 4,016

* 3,226

55,759

144,087

68,077

46,252

29,757

107,450

-2,067

530,173

825,100

4,353,428

1,930,497

1,195,695

1,227,235

Net income [1,2]

126,281

91,648

629,534

1,133,956

6,212,858

2,777,030

1,971,555

1,464,274

Deficit [2]

18,831

93,715

99,361

308,857

1,859,431

846,532

775,859

237,039

20,437

37,872

63,188

316,954

1,338,557

612,395

463,733

262,429

Number of returns

** 2,284

**

** 3,011

11,147

45,346

15,901

15,620

13,825

Business receipts

** 28,450

**

** 27,592

116,727

427,437

128,334

178,378

120,725

** 940

**

** 6,859

* 2,469

38,411

7,266

* 14,385

16,760

** 27,511

**

** 20,734

114,258

389,026

121,068

163,993

103,966

Home office business deductions, total

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Business deductions

Net income

Footnotes at end of table.

Statistics of Income Bulletin

24

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Retail trade

Total

Motor

vehicle and

parts

dealers

Furniture

and home

furnishing

stores

(40)

(41)

(42)

Net income status, item

Building

Electronic

material and

stores

garden

and household

equipment and

appliance

supplies

stores

dealers

(43)

(44)

Food and

beverage

stores

Health and

personal care

stores

Gasoline

stations

(45)

(46)

(47)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

2,401,769

147,938

37,749

11,425

34,348

84,753

159,745

8,599

187,588,890

39,240,766

4,233,446

3,824,552

7,164,429

25,487,946

8,697,086

14,460,833

14,576,693

186,244,320

38,780,651

4,216,069

3,821,068

7,100,199

25,173,526

8,606,341

Other business income (loss) [1]

1,344,570

460,115

17,377

3,484

64,230

314,420

90,746

-115,860

Business deductions, total [1,2]

176,712,177

38,352,226

3,739,085

3,544,299

6,408,157

24,682,899

8,016,374

14,208,002

Cost of sales and operations, total

116,283,916

30,765,688

2,303,812

2,472,701

4,258,369

17,758,445

5,107,817

11,913,297

Inventory, beginning of year

22,108,912

6,198,809

596,122

181,529

726,436

1,884,811

534,906

285,849

Cost of labor

1,881,749

544,970

132,531

* 78,727

158,071

121,583

72,182

45,512

Purchases

103,486,231

28,310,285

1,441,147

1,928,262

3,674,566

16,976,108

4,443,225

10,817,082

Materials and supplies

6,194,284

1,055,583

551,081

* 253,956

310,282

469,132

333,466

719,066

Other costs

5,194,555

1,085,264

154,224

201,702

156,611

234,568

190,273

334,290

Inventory, end of year

22,581,814

6,429,223

571,293

171,475

767,597

1,927,757

466,236

288,502

Advertising expenses

2,556,740

315,215

84,777

27,288

70,834

111,547

158,497

18,074

Car and truck expenses

5,308,893

489,017

129,931

57,766

102,818

223,177

246,496

21,800

Commissions

1,715,282

195,839

108,984

43,596

15,960

85,952

14,795

7,049

Contract labor

2,055,184

401,841

55,241

61,847

121,172

106,029

89,402

25,687

Depletion

Depreciation

Employee benefit programs

28,600

*6

**

0

0

** 86

0

* 292

3,102,076

502,523

46,464

41,857

192,260

391,651

84,207

195,809

189,870

45,708

7,728

2,252

11,924

20,200

14,379

7,414

Insurance

1,383,049

271,730

32,992

33,478

76,591

190,327

54,071

65,969

Legal and professional services

36,364

1,037,491

118,039

31,200

13,242

25,485

83,001

59,171

Meals deducted

557,018

54,862

26,544

5,974

13,089

25,352

21,424

2,041

Mortgage interest

372,204

85,481

15,856

* 1,417

14,561

28,681

8,723

57,976

Other interest paid on business indebtedness

737,406

193,156

10,601

3,172

38,426

66,760

38,295

32,279

1,291,885

129,422

21,491

28,643

32,226

60,844

75,183

15,112

Pension and profit-sharing plans

47,287

4,067

* 561

* 592

6,214

1,600

4,665

5,158

Rent paid on machinery and equipment

687,156

73,977

19,068

91,590

22,542

63,791

39,172

19,479

Rent paid on other business property

5,790,751

623,609

165,359

84,559

138,955

977,303

288,874

177,640

Repairs

1,234,286

229,775

25,705

33,103

64,575

183,543

46,473

91,290

Supplies

3,571,193

375,563

55,204

24,380

63,887

289,539

176,509

29,690

Salaries and wages

8,447,744

1,211,307

200,919

173,857

543,967

1,838,893

483,716

601,358

Taxes paid

2,655,680

351,750

96,245

43,847

111,434

410,389

134,156

181,119

Travel

1,374,102

99,833

27,321

22,068

28,934

35,541

56,688

17,071

Utilities

3,629,906

355,979

89,422

46,714

144,165

506,844

161,636

148,336

Other business expenses

11,725,736

1,422,023

154,209

217,192

305,543

1,206,850

590,805

537,543

653,890

10,170

24,040

* 11,390

1,952

4,503

38,457

* 157

10,938,785

905,745

499,096

280,253

756,458

815,883

680,625

248,101

Net income [1,2]

21,036,650

2,159,291

661,674

307,820

845,474

1,314,437

1,155,166

414,646

Deficit [2]

10,097,865

1,253,546

162,577

27,567

89,015

498,554

474,542

166,545

4,796,799

547,784

94,363

29,939

154,307

247,758

399,198

92,802

Office expenses

Home office business deductions, total

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

334,383

22,941

** 7,155

**

* 6,138

11,970

23,121

0

Business receipts

1,830,275

219,324

** 38,683

**

* 35,913

92,433

83,625

0

Business deductions

Net income

274,833

25,646

** 7,177

**

* 2,276

* 12,059

22,763

0

1,555,442

193,677

** 31,506

**

* 33,637

80,374

60,862

0

Footnotes at end of table.

Statistics of Income Bulletin

25

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Retail trade—continued

Net income status, item

Clothing and

accessories

stores

Sporting

goods,

hobby, book,

and music

stores

General

merchandise

stores

(48)

(49)

(50)

Transportation and warehousing

Electronic

Miscellaneous

shopping

store

and mail-order

retailers

houses

(51)

(52)

Nonstore

retailers

Total

Air and

rail

transportation

(53)

(54)

(55)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

162,521

97,829

32,972

562,742

180,514

880,635

2,589,195

18,640

11,001,277

5,567,546

3,608,250

31,986,823

10,033,233

22,282,703

140,187,881

1,770,908

1,667,752

10,963,431

5,548,695

3,598,262

31,720,448

10,009,665

22,129,270

138,901,517

Other business income (loss) [1]

37,846

18,851

9,988

266,375

23,568

153,433

1,286,364

103,156

Business deductions, total [1,2]

10,707,739

5,409,667

3,414,224

28,865,278

9,166,505

20,197,722

122,388,020

2,049,615

Cost of sales and operations, total

5,453,930

2,910,559

2,413,703

15,422,173

5,170,633

10,332,789

13,187,842

495,098

Inventory, beginning of year

1,818,755

1,839,282

281,513

4,689,575

849,800

2,221,523

273,719

61,013

66,939

42,831

* 49,815

337,817

27,455

203,317

2,797,574

* 19,551

4,845,443

2,437,466

2,192,806

13,311,987

4,606,497

8,501,355

3,539,114

87,860

405,167

191,214

57,775

1,095,615

170,920

581,026

810,916

25,825

Cost of labor

Purchases

Materials and supplies

Other costs

148,806

179,246

132,522

871,425

546,462

959,163

6,092,544

346,093

1,831,179

1,779,480

300,728

4,884,247

1,030,501

2,133,595

326,025

45,246

Advertising expenses

225,940

156,895

18,321

479,969

498,237

391,147

384,306

5,011

Car and truck expenses

421,682

173,418

50,901

1,334,489

212,615

1,844,784

34,874,055

30,751

Inventory, end of year

Commissions

55,715

71,592

* 13,156

401,367

374,797

326,480

3,073,728

12,501

Contract labor

227,569

118,366

19,243

426,484

81,076

321,227

9,858,278

34,177

Depletion

** 2,116

**

0

** 135

**

25,965

22,609

264

Depreciation

199,650

101,632

20,777

636,339

84,392

604,515

8,739,814

610,915

Employee benefit programs

10,839

900

* 6,087

45,374

1,662

15,407

96,476

5,744

Insurance

108,937

61,639

18,268

297,365

28,025

143,657

4,784,608

28,840

Legal and professional services

76,325

43,942

10,079

276,013

76,455

188,173

703,338

19,443

Meals deducted

42,628

26,149

5,380

139,066

20,279

174,230

2,891,422

2,666

Mortgage interest

18,090

* 11,256

* 13,935

67,960

19,324

28,943

239,948

16,808

Other interest paid on business indebtedness

59,607

32,592

5,203

142,663

43,916

70,736

734,539

36,985

Office expenses

154,769

78,490

8,723

277,202

125,386

284,394

650,093

8,334

Pension and profit-sharing plans

* 2,687

* 1,010

* 618

17,084

* 552

2,478

44,824

485

Rent paid on machinery and equipment

54,766

32,029

9,716

171,688

18,921

70,416

3,423,934

12,560

Rent paid on other business property

797,247

297,193

121,472

1,578,856

111,787

427,899

1,347,788

39,963

Repairs

75,324

45,205

17,369

246,573

12,083

163,268

7,280,275

133,699

Supplies

320,251

167,822

18,784

990,965

303,364

755,235

2,042,340

9,872

Salaries and wages

699,678

343,310

139,615

1,706,235

98,236

406,654

3,725,488

135,606

Taxes paid

279,479

110,380

41,620

616,533

55,332

223,394

1,561,525

24,979

Travel

161,717

40,820

19,596

344,231

64,066

456,215

1,620,651

27,343

Utilities

297,209

173,093

56,653

826,191

150,035

673,630

2,527,219

16,305

Other business expenses

892,985

381,113

371,054

2,224,277

1,514,094

1,908,047

17,941,217

327,225

Home office business deductions, total

56,559

23,899

* 8,126

139,940

87,657

247,041

239,418

* 3,717

294,808

161,823

194,601

3,140,822

867,704

2,092,866

17,936,113

-213,881

Net income [1,2]

1,351,170

600,578

329,210

5,550,377

1,491,911

4,854,896

25,529,298

307,815

Deficit [2]

1,056,363

438,755

134,609

2,409,555

624,208

2,762,030

7,593,184

521,696

307,832

119,192

56,667

1,116,741

267,130

1,363,086

2,898,049

378,994

Number of returns

10,309

4,102

* 1,468

81,871

20,772

144,535

329,758

* 6,315

Business receipts

64,916

5,328

* 7,432

480,884

119,438

682,300

1,978,717

* 35,255

Business deductions

14,097

* 4,305

* 5,824

56,154

13,533

110,998

392,287

* 10,326

Net income

50,819

1,023

* 1,608

424,730

105,905

571,302

1,586,431

* 24,929

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Footnotes at end of table.

Statistics of Income Bulletin

26

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Transportation and warehousing—continued

Net income status, item

Water

transportation

Truck

transportation

Taxi, limousine

service, and

ridesharing

service

(56)

(57)

(58)

Other transit

and ground

transportation

(59)

Pipeline

transportation

Scenic

and

sightseeing

transportation

Support

activities for

transportation

(including

motor vehicle

towing)

(60)

(61)

(62)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

6,406

704,564

1,103,024

248,887

3,587

14,014

72,062

1,175,947

88,582,942

26,481,055

5,514,244

548,242

645,009

5,632,641

5,485,984

1,166,052

88,072,614

26,077,063

5,437,583

* 547,946

637,271

Other business income (loss) [1]

9,894

510,328

403,992

76,661

* 296

7,738

146,657

Business deductions, total [1,2]

1,234,059

76,647,894

22,749,710

4,960,291

516,237

713,651

5,110,057

Cost of sales and operations, total

458,602

8,665,404

137,168

194,340

* 421,606

75,134

1,413,462

Inventory, beginning of year

* 5,626

92,779

* 7,475

* 978

0

**

** 61,729

Cost of labor

* 67,948

2,326,322

37,839

73,659

0

* 45,661

89,934

Purchases

* 31,112

1,882,986

28,802

* 25,368

* 416,461

* 2,747

336,062

Materials and supplies

* 8,452

624,567

14,605

* 6,850

* 5,145

* 16,470

73,176

Other costs

353,544

3,840,799

63,932

88,095

0

**

** 979,137

Inventory, end of year

* 8,080

102,049

* 15,484

* 611

0

**

** 116,319

272

158,485

114,344

25,501

* 514

16,907

22,892

30,832

19,596,244

8,946,327

1,690,267

* 34,968

31,309

611,502

Commissions

9,534

1,051,711

1,661,332

182,117

0

* 3,657

22,106

Contract labor

37,788

8,059,295

277,689

** 209,457

**

6,065

572,176

Advertising expenses

Car and truck expenses

Depletion

Depreciation

Employee benefit programs

0

17,939

* 1,028

0

0

**

**

304,002

6,173,616

649,395

231,176

* 303

150,891

452,466

* 596

73,454

* 1,382

3,504

0

* 294

8,096

Insurance

18,833

3,647,223

551,804

155,443

* 4,351

28,938

179,338

Legal and professional services

27,197

344,384

189,579

37,305

* 755

9,094

39,217

Meals deducted

14,380

2,391,685

295,317

58,643

* 3,268

2,153

46,673

Mortgage interest

8,228

113,712

60,552

6,319

0

* 13,562

6,655

Other interest paid on business indebtedness

17,584

486,368

62,813

18,734

* 11

30,739

34,126

Office expenses

1,686

382,526

130,595

24,488

* 25

6,217

42,869

**

34,142

** 7,529

* 221

0

**

** 1,740

Pension and profit-sharing plans

Rent paid on machinery and equipment

* 12,752

1,638,484

1,407,164

** 149,577

**

* 21,438

43,839

Rent paid on other business property

8,269

698,122

263,762

** 28,370

**

51,379

107,355

Repairs

64,183

5,827,708

640,663

222,652

* 4,433

28,426

217,298

Supplies

15,666

1,277,980

387,074

81,580

* 11,459

25,340

95,736

Salaries and wages

62,877

2,536,292

153,249

216,500

* 7,248

33,831

421,011

63,885

Taxes paid

11,578

1,025,497

263,331

98,181

* 1,265

18,794

Travel

28,288

1,054,641

291,242

67,024

* 4,081

7,055

39,479

Utilities

9,662

1,175,501

749,740

162,202

* 8,660

17,265

123,268

Other business expenses

89,844

10,048,444

5,292,885

1,024,713

* 6,475

125,689

522,715

* 451

123,520

53,228

** 5,675

**

* 9,179

9,713

-47,498

11,934,418

3,760,332

575,034

32,005

-64,527

521,898

Net income [1,2]

255,287

14,287,841

6,176,837

1,217,147

* 42,191

71,961

875,137

Deficit [2]

302,785

2,353,423

2,416,505

642,113

* 10,186

136,488

353,238

78,079

1,464,765

402,252

128,163

* 4,556

59,708

147,347

Home office business deductions, total

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

* 990

43,669

107,768

** 45,919

**

* 308

16,518

Business receipts

* 1,952

570,696

522,547

** 228,951

**

* 317

138,653

* 904

45,518

160,568

** 73,118

**

* 219

12,341

* 1,048

525,177

361,979

** 155,831

**

* 98

126,312

Business deductions

Net income

Footnotes at end of table.

Statistics of Income Bulletin

27

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Transportation and

warehousing—continued

Net income status, item

Information

Couriers

and

messengers

Warehousing

and

storage

facilities

(63)

(64)

Total

Publishing

industries

(except internet)

Motion

picture and

sound

recording

(65)

(66)

(67)

Broadcasting (except Data processing,

internet publishing

internet) and

telecommunications and broadcasting,

and web search

and internet service

portals

providers

(68)

(69)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

406,203

11,809

366,120

48,970

142,000

59,412

115,738

8,992,482

844,410

13,616,278

1,849,695

4,279,443

3,226,195

4,260,945

4,171,455

8,969,327

839,924

13,432,448

1,837,594

4,215,148

3,208,252

Other business income (loss) [1]

23,155

4,487

183,830

12,101

64,296

17,943

89,490

Business deductions, total [1,2]

7,665,276

741,231

10,398,629

1,263,910

3,555,264

2,539,798

3,039,657

Cost of sales and operations, total

1,131,621

195,407

1,953,515

178,343

417,511

659,464

698,197

Inventory, beginning of year

* 2,044

* 42,074

72,424

13,562

10,643

32,617

15,602

Cost of labor

* 129,039

* 7,622

151,222

* 46,451

65,490

* 1,783

37,497

Purchases

* 609,654

* 118,062

943,113

64,433

69,401

585,536

223,743

Materials and supplies

Other costs

Inventory, end of year

Advertising expenses

Car and truck expenses

17,700

* 18,126

130,019

6,864

43,831

10,538

68,786

* 381,909

39,035

735,584

68,904

239,480

59,786

367,414

* 8,726

* 29,511

78,847

21,872

11,335

30,796

14,845

39,308

1,073

265,887

28,385

94,197

46,839

96,467

148,093

3,820,140

81,715

810,489

184,375

313,167

164,854

Commissions

129,783

* 988

265,947

23,982

21,835

121,589

98,540

Contract labor

615,180

46,452

812,928

133,889

284,398

187,086

207,554

Depletion

** 3,378

0

* 127

0

0

* 31

* 96

Depreciation

132,268

34,781

662,247

13,226

386,797

125,237

136,988

Employee benefit programs

* 375

3,032

31,523

2,720

8,939

7,604

12,260

Insurance

151,786

18,054

108,998

7,233

40,019

39,275

22,471

Legal and professional services

31,748

4,616

199,387

25,123

71,944

23,056

79,264

Meals deducted

70,913

5,723

132,673

16,495

75,594

27,089

13,495

Mortgage interest

* 12,476

* 1,635

5,107

* 2,152

1,944

* 683

* 328

Other interest paid on business indebtedness

42,440

4,739

85,371

1,479

25,020

17,017

41,855

Office expenses

43,051

10,303

154,516

16,739

53,880

41,204

42,693

* 142

* 565

26,015

957

6,333

* 286

18,439

Rent paid on machinery and equipment

107,381

30,740

145,317

2,732

62,953

73,073

6,559

Rent paid on other business property

88,540

62,028

326,667

37,537

171,219

52,558

65,353

Repairs

117,549

23,663

57,829

3,764

32,527

6,709

14,829

Supplies

116,525

21,107

342,649

50,901

162,755

53,433

75,560

Salaries and wages

101,817

57,058

830,601

60,695

220,404

248,368

301,134

Taxes paid

40,670

13,346

128,914

19,671

46,641

30,595

32,007

Travel

94,460

7,039

359,329

36,751

171,337

53,201

98,041

Utilities

244,851

19,766

421,813

52,475

118,840

77,254

173,244

Other business expenses

408,099

95,128

1,944,517

301,579

632,719

429,410

580,808

Home office business deductions, total

32,048

* 1,886

260,815

54,055

102,502

39,659

64,598

1,335,385

102,946

3,264,124

587,083

767,092

683,915

1,226,034

2,083,459

211,623

4,921,497

696,253

1,541,378

919,054

1,764,813

748,074

108,677

1,657,373

109,169

774,286

235,139

538,779

196,669

37,517

906,856

144,063

316,196

167,342

279,255

Pension and profit-sharing plans

Net income less deficit [1,2]

Net income [1,2]

Deficit [2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

103,903

* 4,368

82,942

8,668

31,369

13,913

28,992

Business receipts

457,321

* 23,026

617,713

95,629

164,933

96,115

261,036

Business deductions

88,903

* 390

65,448

8,651

31,790

14,224

10,783

Net income

368,418

* 22,636

552,265

86,978

133,143

81,891

250,253

Footnotes at end of table.

Statistics of Income Bulletin

28

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Finance and insurance

Securities, commodity contracts, and other financial investments

Net income status, item

Total

(70)

Credit

intermediation

and related

activities

(71)

Total

Investment

bankers and

securities

dealers

Securities

brokers

Commodity

contracts

brokers

and dealers

Securities and

commodity

exchanges

Other financial

investment

activities

(investment

advice)

(72)

(73)

(74)

(75)

(76)

(77)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

673,588

38,909

190,064

10,387

12,893

5,873

581

160,331

90,012,296

2,965,081

51,464,847

6,282,912

4,927,187

1,451,448

1,026,759

37,776,541

Income from sales and operations [1]

86,909,662

2,730,927

49,371,387

6,367,464

4,232,770

1,370,617

1,088,237

36,312,300

Other business income (loss) [1]

3,102,634

234,155

2,093,460

-84,552

694,417

80,831

* -61,477

1,464,241

Business deductions, total [1,2]

66,157,920

2,427,471

41,515,595

5,688,179

3,977,657

1,338,658

1,044,954

29,466,147

Business receipts, total [1,2]

Cost of sales and operations, total

25,299,969

768,725

23,180,179

4,523,417

2,123,006

859,016

* 841,545

14,833,194

Inventory, beginning of year

331,151

33,334

191,747

* 274

0

* 18,017

* 1,710

171,746

Cost of labor

278,202

* 9,497

76,797

0

* 2,175

0

0

74,622

Purchases

16,258,207

632,279

15,315,129

4,290,958

* 573,218

* 431,967

* 854,127

9,164,859

Materials and supplies

1,142,493

* 74,085

951,312

** 52,875

**

* 166

0

898,271

Other costs

7,728,970

70,435

6,923,743

179,903

1,547,601

** 429,081

**

4,767,158

439,053

50,904

278,549

** 581

**

** 34,507

**

243,460

Advertising expenses

Inventory, end of year

1,058,856

67,370

195,502

8,311

10,967

3,486

* 25

172,713

Car and truck expenses

2,681,848

103,117

540,041

8,749

40,610

39,224

* 1,726

449,732

Commissions

3,329,852

63,166

1,298,583

94,923

137,276

28,289

* 810

1,037,286

Contract labor

549,071

1,606,217

55,886

714,829

86,152

76,007

* 3,016

* 583

Depletion

3,734

* 53

3,326

** 663

**

0

0

2,664

Depreciation

926,524

62,005

376,672

6,839

40,408

18,891

* 283

310,250

Employee benefit programs

191,956

5,006

91,265

2,640

2,758

** 1,038

**

84,830

Insurance

608,817

25,783

154,618

5,767

6,602

2,769

* 36

139,444

1,225,506

52,610

856,568

16,786

23,927

18,075

823

796,957

Meals deducted

Legal and professional services

525,710

25,900

177,768

10,533

15,115

5,348

* 260

146,512

Mortgage interest

126,676

3,019

50,280

* 1,336

* 2,216

** 277

**

46,452

Other interest paid on business indebtedness

423,884

77,724

192,486

7,455

3,918

5,094

* 1,197

174,822

Office expenses

1,017,183

28,098

344,445

13,695

15,322

35,249

560

279,619

Pension and profit-sharing plans

140,294

* 3,241

82,999

4,452

7,008

* 187

0

71,352

Rent paid on machinery and equipment

248,820

19,836

88,737

3,189

10,637

* 166

0

74,745

Rent paid on other business property

1,757,690

53,627

550,602

23,580

20,687

** 5,917

**

500,417

Repairs

244,390

8,978

79,163

4,022

1,840

3,073

* 315

69,913

Supplies

623,156

59,973

170,178

3,178

6,924

10,746

* 68

149,262

5,046,128

190,669

2,000,321

99,255

72,422

53,141

* 1,956

1,773,546

665,542

26,233

276,051

14,028

11,081

917

* 1,283

248,742

1,090,293

40,782

448,489

34,395

20,333

9,840

* 626

383,295

Salaries and wages

Taxes paid

Travel

Utilities

1,185,916

62,116

317,902

16,277

24,200

15,628

1,542

260,254

Other business expenses

15,710,354

595,545

9,181,966

693,794

1,291,002

219,924

190,530

6,786,716

Home office business deductions, total

378,169

27,162

134,361

4,904

12,908

* 61

* 73

116,415

23,889,197

554,845

9,956,287

594,733

949,529

112,794

-18,194

8,317,425

Net income [1,2]

26,840,410

784,000

11,731,637

692,742

1,047,280

213,618

* 9,563

9,768,434

Deficit [2]

2,951,212

229,155

1,775,350

98,009

97,750

100,824

27,757

1,451,008

4,521,078

243,282

1,591,337

83,071

98,437

28,129

* 7,159

1,374,542

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

78,077

3,735

16,467

1,489

** 1,603

**

0

13,375

Business receipts

948,073

60,465

394,129

7,771

** 6,825

**

0

379,533

Business deductions

40,435

845

8,265

* 248

** 74

**

0

7,943

Net income

907,638

59,620

385,864

7,524

** 6,751

**

0

371,590

Footnotes at end of table.

Statistics of Income Bulletin

29

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Finance and insurance —continued

Real estate and rental and leasing

Insurance agents, brokers, and related

activities

Total

Insurance

agencies and

brokerages

Other

insurance

related

activities

and other

financial

vehicles

(78)

(79)

(80)

Net income status, item

Real estate

Funds, trusts,

and

other financial

vehicles

Total

(81)

(82)

Total

Lessors of

real estate

(including

miniwarehouses

and self

storage)

(83)

(84)

Offices of real

estate agents,

Other

brokers,

activities

property

related

managers and to real estate

appraisers

(85)

(86)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

434,562

314,606

119,956

10,052

1,362,185

1,297,399

61,383

981,747

254,269

35,239,655

26,815,586

8,424,069

342,713

92,951,678

86,908,107

3,187,678

59,125,445

24,594,985

24,139,141

34,466,061

26,231,994

8,234,067

341,287

90,927,925

84,992,416

3,104,846

57,748,429

Other business income (loss) [1]

773,594

583,592

190,002

* 1,426

2,023,754

1,915,691

82,832

1,377,016

455,844

Business deductions, total [1,2]

22,001,621

17,345,776

4,655,844

213,234

62,067,444

55,445,351

2,800,254

33,186,225

19,458,873

Cost of sales and operations, total

1,329,516

1,026,753

302,763

* 21,550

16,263,261

14,664,299

264,900

4,486,698

9,912,701

Inventory, beginning of year

87,951

58,022

* 29,929

* 18,119

3,532,903

3,259,420

33,685

385,079

2,840,656

Cost of labor

191,908

137,838

* 54,069

0

458,969

400,292

* 3,154

280,960

116,177

Purchases

292,609

152,045

140,564

* 18,191

6,819,270

5,986,880

173,573

1,473,758

4,339,549

Materials and supplies

116,112

* 82,386

33,726

* 985

2,261,562

1,891,400

* 3,271

395,095

1,493,034

Other costs

732,554

654,120

78,434

* 2,238

6,433,037

6,045,076

116,067

2,354,437

3,574,572

Inventory, end of year

91,617

57,657

* 33,959

* 17,983

3,242,480

2,918,769

64,850

402,631

2,451,288

Advertising expenses

794,321

670,591

123,730

* 1,664

2,695,280

2,600,526

22,062

2,133,556

444,909

Car and truck expenses

2,005,125

1,489,209

515,916

* 33,566

5,616,496

5,378,163

161,866

4,204,163

1,012,134

Commissions

1,967,879

1,626,427

341,452

* 224

3,512,718

3,426,596

56,410

2,921,332

448,854

Contract labor

833,043

538,974

294,069

* 2,459

1,950,032

1,791,927

55,062

1,207,023

529,842

Depletion

* 355

** 355

**

0

10,089

9,661

* 902

2,071

6,688

Depreciation

484,152

357,660

126,492

* 3,695

4,401,067

2,137,593

401,295

1,147,581

588,717

Employee benefit programs

95,515

82,700

12,814

* 171

160,775

146,633

2,999

109,709

33,926

Insurance

423,025

351,132

71,893

5,391

781,887

643,217

65,258

427,079

150,879

Legal and professional services

313,741

235,091

78,649

2,587

1,301,588

1,195,202

58,823

756,442

379,936

Meals deducted

321,617

230,022

91,595

425

679,232

656,290

18,427

507,064

130,799

Mortgage interest

72,952

56,102

16,850

* 425

582,966

536,502

216,362

175,685

144,455

Other interest paid on business indebtedness

153,570

129,663

23,907

* 104

660,466

510,237

56,832

183,242

270,163

Office expenses

643,342

515,117

128,225

1,298

1,247,671

1,211,158

36,798

931,020

243,340

Pension and profit-sharing plans

54,002

40,991

13,011

* 52

58,420

56,117

* 195

18,721

37,201

Rent paid on machinery and equipment

140,109

122,196

17,914

* 138

403,484

331,276

6,004

253,861

71,412

Rent paid on other business property

1,151,387

989,228

162,158

* 2,075

1,487,244

1,320,641

97,000

907,787

315,854

Repairs

154,411

131,567

22,844

* 1,838

1,151,588

943,351

182,755

558,442

202,154

Supplies

390,841

311,501

79,339

* 2,165

1,195,864

1,106,171

76,822

778,765

250,585

2,847,288

2,454,695

392,592

* 7,851

2,823,324

2,463,850

84,961

1,560,619

818,271

Taxes paid

363,070

295,803

67,267

188

1,039,569

957,802

183,884

525,609

248,309

Travel

596,468

361,527

234,941

4,553

918,645

845,194

58,797

582,226

204,170

Utilities

802,179

657,524

144,655

3,719

2,102,312

2,003,343

183,284

1,427,091

392,969

5,817,136

4,491,891

1,325,245

115,707

10,029,573

9,532,717

472,523

6,579,441

2,480,752

215,893

162,141

53,752

* 753

802,305

789,295

29,529

641,323

118,443

13,248,586

9,470,913

3,777,673

129,479

30,966,372

31,475,940

390,642

25,940,821

5,144,476

14,171,000

10,105,269

4,065,731

153,773

36,881,443

36,066,858

809,827

28,303,071

6,953,960

922,414

634,356

288,058

24,293

5,915,071

4,590,918

419,185

2,362,250

1,809,484

2,637,137

1,942,225

694,911

49,321

8,040,174

7,324,909

247,331

5,223,699

1,853,878

Salaries and wages

Other business expenses

Home office business deductions, total

Net income less deficit [1,2]

Net income [1,2]

Deficit [2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

53,713

31,815

21,899

4,162

130,789

124,104

5,457

97,393

21,254

Business receipts

456,687

252,626

204,061

36,791

1,440,766

1,414,001

42,604

1,052,481

318,916

Business deductions

30,686

16,922

13,764

* 638

191,587

187,590

* 6,505

159,674

21,411

Net income

426,001

235,704

190,297

36,154

1,249,179

1,226,410

36,099

892,806

297,505

Footnotes at end of table.

Statistics of Income Bulletin

30

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Real estate and rental and leasing —continued

Rental and leasing services

Net income status, item

Total

Automotive

equipment

rental

and leasing

Consumer

electronics and

appliances

rental

Formal wear

and costume

rental

Video tape

and disc

rental

Home health

equipment

rental

Recreational

goods rental

All other

consumer

goods rental

(87)

(88)

(89)

(90)

(91)

(92)

(93)

(94)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

63,275

24,911

* 347

**

** 1,479

**

1,369

8,899

5,977,504

1,407,370

47,003

0

139,310

0

68,195

766,845

758,155

5,871,862

** 1,440,762

**

**

** 139,502

**

66,791

Other business income (loss) [1]

105,642

** 13,611

**

**

** -192

**

* 1,405

8,689

Business deductions, total [1,2]

6,549,902

1,507,685

* 48,954

**

** 139,743

**

221,735

706,985

Cost of sales and operations, total

1,584,247

431,327

* 5,319

**

** 16,126

0

**

** 70,873

Inventory, beginning of year

273,163

** 140,985

**

0

0

0

0

* 1,787

Cost of labor

54,158

* 7,662

0

0

0

0

0

* 3,133

Purchases

828,156

** 300,164

**

**

** 23,396

0

0

* 15,374

Materials and supplies

370,161

** 52,313

**

0

0

0

0

* 32,294

Other costs

382,006

** 102,753

**

**

** 1,035

0

**

** 20,847

Inventory, end of year

323,399

** 167,231

**

**

** 8,306

0

0

* 2,563

Advertising expenses

93,392

** 12,034

**

**

** 1,297

0

* 7,621

33,704

Car and truck expenses

238,333

62,021

* 2,392

**

** 4,913

0

* 1,774

71,455

Commissions

80,518

39,368

0

0

0

0

* 1,151

* 15,633

Contract labor

157,495

25,591

0

**

** 165

0

* 19,418

54,364

429

** 7

**

0

0

0

**

** 10

2,260,494

504,250

* 22,503

**

** 13,301

0

151,982

157,006

Depletion

Depreciation

Employee benefit programs

14,140

* 1,129

0

0

0

0

**

** 1,553

Insurance

137,201

** 35,092

**

**

** 5,607

0

* 3,030

10,546

Legal and professional services

102,815

31,098

* 379

**

** 4,934

0

815

7,691

Meals deducted

22,931

** 2,288

**

0

0

0

* 231

6,817

Mortgage interest

46,444

** 10,201

**

0

0

0

0

7,104

Other interest paid on business indebtedness

145,983

** 31,769

**

**

** 359

0

*4

15,923

Office expenses

33,815

6,011

* 499

**

** 166

0

*2

5,914

Pension and profit-sharing plans

2,303

* 46

0

0

0

0

0

0

Rent paid on machinery and equipment

72,171

** 17,814

**

**

** 434

0

**

** 3,231

Rent paid on other business property

164,765

48,147

0

**

** 23,825

0

* 3,653

31,049

Repairs

205,542

** 37,396

**

**

** 479

0

7,499

23,038

Supplies

85,576

** 13,827

**

**

** 1,658

0

7,551

35,221

Salaries and wages

358,630

** 55,730

**

**

** 47,557

0

* 2,077

45,515

Taxes paid

81,379

15,559

* 1,316

**

** 2,500

0

* 2,338

12,458

Travel

71,720

11,296

* 287

0

0

0

* 195

13,782

Utilities

93,748

** 15,852

**

**

** 8,593

0

* 3,748

23,884

Other business expenses

478,872

109,201

* 4,116

**

** 7,805

**

5,749

54,428

** 6,011

Home office business deductions, total

12,962

** 2,720

**

0

0

0

**

-503,443

-109,858

* -1,951

**

** -434

**

-152,318

54,107

800,078

201,271

* 6,929

**

** 843

**

* 6,412

143,854

1,303,521

311,129

* 8,880

**

** 1,276

**

158,730

89,747

697,251

141,025

* 689

**

** 1

0

* 2,181

58,629

Number of returns

6,547

* 1,054

0

0

**

0

** 1,075

* 1,345

Business receipts

26,695

* 5,387

0

0

**

0

** 6,970

* 5,183

Business deductions

3,997

* 58

0

0

**

0

** 2,519

* 178

Net income

22,698

* 5,329

0

0

**

0

** 4,453

* 5,004

Net income less deficit [1,2]

Net income [1,2]

Deficit [2]

Qualified business deduction

Returns with Schedule C-EZ:

Footnotes at end of table.

Statistics of Income Bulletin

31

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Real estate and rental and leasing —continued

Professional, scientific, and technical services

Rental and leasing

services—continued

Net income status, item

Lessors of

nonfinancial

General rental Commercial and

intangible assets

industrial

centers and

(except

machinery and

other

copyrighted

consumer goods equipment rental

works)

and leasing

rental

(95)

(96)

(97)

Total

Legal services

Offices of

certified public

accountants

Other

accounting

services

(98)

(99)

(100)

(101)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

4,513

21,757

1,511

3,650,330

349,241

35,239

365,154

474,407

3,074,375

66,067

203,648,342

40,894,359

4,466,006

10,290,894

10,180,129

Income from sales and operations [1]

470,076

2,996,576

63,646

201,097,163

40,263,438

4,435,996

Other business income (loss) [1]

* 4,331

77,799

* 2,420

2,551,179

630,921

30,010

110,765

Business deductions, total [1,2]

435,360

3,489,440

72,191

118,755,623

22,760,960

2,712,113

5,901,249

Cost of sales and operations, total

236,292

824,310

* 14,715

24,376,306

2,330,056

23,075

577,054

Inventory, beginning of year

* 33,719

96,672

* 320

1,082,944

61,180

* 3,769

34,804

**

** 43,363

* 4,518

3,677,779

75,912

* 1,748

32,053

* 182,467

306,755

* 4,233

8,882,174

15,174

* 3,590

469,698

18,144

Cost of labor

Purchases

**

** 285,554

0

2,433,006

67,715

* 1,727

Other costs

Materials and supplies

* 53,716

203,655

* 5,956

9,269,725

2,164,358

14,201

56,922

Inventory, end of year

* 33,674

111,625

* 312

969,323

54,282

* 1,960

34,568

Advertising expenses

12,157

26,580

* 1,361

2,979,027

884,119

45,169

80,298

Car and truck expenses

16,044

79,734

0

8,250,509

895,264

138,709

639,623

Commissions

**

** 24,365

* 5,604

1,511,875

191,035

46,650

74,090

Contract labor

11,828

46,129

* 611

7,798,802

1,025,960

142,979

398,693

0

* 412

0

6,538

850

* 257

* 60

Depreciation

Depletion

30,742

1,380,711

* 2,980

4,041,163

338,195

105,618

236,616

Employee benefit programs

34,224

* 1,133

10,325

*2

685,350

231,889

37,341

Insurance

5,993

76,933

* 1,469

1,769,635

568,518

56,557

76,736

Legal and professional services

6,223

51,676

3,571

3,343,921

948,932

49,787

142,076

Meals deducted

2,580

11,015

* 11

1,463,669

190,779

32,561

79,201

Mortgage interest

* 2,248

26,891

* 20

326,162

74,822

46,663

35,981

Other interest paid on business indebtedness

6,930

90,999

* 4,245

619,441

127,664

30,014

40,169

Office expenses

2,275

18,948

* 2,698

3,050,996

817,962

132,216

277,436

**

** 2,258

0

353,766

102,901

14,714

26,860

Rent paid on machinery and equipment

* 1,994

48,698

* 37

1,038,443

167,399

15,571

53,691

Rent paid on other business property

264,175

Pension and profit-sharing plans

* 10,047

48,044

* 1,839

5,007,993

1,813,413

233,372

Repairs

10,158

126,973

* 2,695

899,603

165,959

33,370

73,119

Supplies

6,246

21,074

* 4,117

3,746,673

349,129

47,148

181,284

* 15,613

192,138

* 844

13,564,057

4,385,982

706,149

675,348

5,498

41,712

* 388

2,077,117

558,788

86,215

125,072

Travel

* 1,027

45,133

* 1,731

5,246,144

424,080

50,235

187,645

Utilities

7,508

34,163

* 5,222

4,273,804

815,780

97,587

392,073

Other business expenses

42,065

255,508

17,984

19,025,858

5,068,919

501,447

932,946

Salaries and wages

Taxes paid

Home office business deductions, total

**

** 4,229

* 48

2,685,940

240,931

33,341

211,680

39,047

-332,037

-6,124

84,984,173

18,142,013

1,753,455

4,391,474

Net income [1,2]

65,924

374,845

* 14,508

94,424,862

18,891,762

1,794,045

4,949,842

Deficit [2]

26,877

706,881

* 20,632

9,440,689

749,749

40,590

558,368

18,527

476,199

* 18,014

13,787,696

2,051,830

301,266

875,322

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

0

3,073

* 138

662,483

53,853

3,047

90,057

Business receipts

0

9,155

* 71

7,847,350

1,023,285

13,824

749,353

Business deductions

0

1,243

0

612,833

41,634

5,368

85,097

Net income

0

7,912

* 71

7,234,517

981,651

8,457

664,257

Footnotes at end of table.

Statistics of Income Bulletin

32

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Professional, scientific, and technical services —continued

Architectural, engineering, and related services

Total

Architectural

services

Engineering

services

Drafting,

building

inspections,

and

geophysical

surveying

(102)

(103)

(104)

(105)

Net income status, item

Surveying and

mapping

(except

geophysical)

services

Testing

laboratories

(106)

(107)

Specialized

design

services

Computer

systems design

services

(108)

(109)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

291,771

111,893

105,520

59,330

10,692

4,335

261,904

297,644

17,525,213

7,048,920

7,275,221

2,417,640

576,533

206,899

10,456,589

13,327,182

13,303,668

17,383,347

6,969,285

7,229,420

2,405,756

** 778,885

**

10,392,513

Other business income (loss) [1]

141,866

79,635

45,801

* 11,883

** 4,546

**

64,076

23,514

Business deductions, total [1,2]

11,870,389

5,476,744

4,543,256

1,331,184

359,980

159,226

7,538,732

7,442,012

Cost of sales and operations, total

2,997,638

1,214,999

1,527,851

** 214,709

**

* 40,079

3,150,641

1,817,400

Inventory, beginning of year

136,092

49,600

60,293

0

0

* 26,199

223,563

68,460

Cost of labor

576,176

325,888

160,895

** 78,384

**

* 11,009

94,284

456,599

694,025

Purchases

758,837

223,099

502,728

** 10,432

**

* 22,578

1,849,638

Materials and supplies

761,402

492,084

188,259

78,006

0

* 3,054

367,669

79,333

Other costs

934,212

201,598

678,941

* 47,888

0

* 5,786

774,166

580,986

169,081

77,269

63,264

0

0

* 28,547

158,679

62,002

Advertising expenses

Inventory, end of year

130,560

64,921

30,420

31,019

* 999

* 3,201

145,556

217,731

Car and truck expenses

547,816

1,047,938

451,681

343,596

190,231

38,549

* 23,880

424,202

Commissions

130,710

64,462

13,610

** 52,638

**

**

55,784

92,873

Contract labor

1,120,091

609,466

363,070

101,465

** 46,091

**

338,867

759,564

Depletion

* 621

0

* 12

** 610

**

0

0

0

Depreciation

591,681

282,184

250,564

39,002

13,103

* 6,829

315,227

182,459

37,920

Employee benefit programs

65,558

30,930

24,298

* 7,002

* 2,883

* 446

10,524

Insurance

285,498

133,506

89,718

44,557

14,620

* 3,097

55,727

54,078

Legal and professional services

273,860

121,693

109,763

25,770

9,599

7,035

106,236

136,056

Meals deducted

96,965

31,483

45,929

16,032

* 2,709

* 811

75,145

72,051

Mortgage interest

29,875

14,671

14,129

* 942

0

* 133

* 8,121

5,504

Other interest paid on business indebtedness

48,772

21,848

17,998

* 7,288

* 1,100

* 538

34,528

37,148

Office expenses

203,215

83,058

75,462

27,811

11,000

* 5,884

134,394

164,779

Pension and profit-sharing plans

20,232

5,639

9,002

* 3,422

** 2,168

**

1,867

8,981

Rent paid on machinery and equipment

146,763

86,570

51,561

* 2,916

* 5,532

* 183

46,306

59,118

Rent paid on other business property

310,671

160,344

126,582

7,755

* 10,854

* 5,136

271,273

187,229

Repairs

162,904

106,716

41,879

10,128

* 2,352

* 1,829

34,468

53,987

Supplies

711,319

415,493

184,717

79,742

24,282

* 7,085

385,674

224,666

885,964

Salaries and wages

1,254,522

527,909

409,030

165,396

124,112

* 28,076

293,874

Taxes paid

189,078

96,082

65,018

20,113

4,363

* 3,502

70,643

132,698

Travel

296,710

73,305

190,906

26,717

2,812

* 2,971

177,781

290,866

Utilities

Other business expenses

Home office business deductions, total

332,618

155,835

110,846

51,484

10,342

4,112

281,018

291,306

1,154,667

622,560

360,872

137,737

22,741

10,757

841,826

909,735

233,191

91,691

69,084

65,672

* 3,218

* 3,525

245,042

217,455

5,596,835

1,513,492

2,732,772

1,086,345

216,553

47,673

2,964,562

5,905,029

Net income [1,2]

6,777,345

2,040,502

3,264,677

1,192,615

217,062

* 62,489

3,647,693

6,649,348

Deficit [2]

1,180,510

527,010

531,905

106,270

* 509

* 14,815

683,131

744,319

1,105,823

370,103

527,401

155,719

35,678

* 16,923

745,981

924,178

Net income less deficit [1,2]

Qualified business deduction

Returns with Schedule C-EZ:

Number of returns

41,772

10,930

22,466

6,297

** 2,078

**

41,023

74,159

Business receipts

536,851

158,007

316,064

56,159

** 6,621

**

346,957

777,278

Business deductions

34,733

9,700

17,337

* 6,593

** 1,103

**

34,008

54,628

Net income

502,118

148,307

298,726

49,566

** 5,518

**

312,949

722,650

Footnotes at end of table.

Statistics of Income Bulletin

33

Spring 2021

Sole Proprietorship Returns, Tax Year 2018

Table 2. Nonfarm Sole Proprietorships: Income Statements, by Industrial Sectors, Tax Year 2018—Continued

[All figures are estimates based on samples—money amounts are in thousands of dollars]

Professional, scientific, and technical services —continued

Administrative and support and

waste management

and remediation services

Other professional, scientific, and technical services

Net income status, item

Total

Management,

scientific, and

technical

consulting

services

Scientific

research and

development

services

Advertising

and related

services

Market research

and public

opinion polling

Other

miscellaneous

services

Total

Management of

companies and

enterprises

(110)

(111)

(112)

(113)

(114)

(115)

(116)

(117)

BUSINESSES WITH AND WITHOUT NET INCOME

Number of returns [1]

Business receipts, total [1,2]

Income from sales and operations [1]

2,049,378

980,042

55,940

141,768

44,914

826,715

2,626,388

4,684

106,688,100

53,427,031

1,646,616

9,449,217

1,202,482

40,962,754

83,385,001

549,276

477,299

105,138,072

52,645,134

1,612,287

9,321,076

1,173,602

40,385,973

82,371,816

Other business income (loss) [1]

1,550,028

781,897

34,329

128,141

* 28,880

576,781

1,013,184

71,977

Business deductions, total [1,2]

60,530,169

25,596,939

1,116,112

6,551,952

775,065

26,490,101

60,024,753

519,625

13,480,442

4,275,363

148,307

1,876,396

178,154

7,002,222

14,595,583

209,058

555,078

165,744

* 19,707

12,473

0

357,155

509,398

* 7,193

2,441,007

1,427,292

* 6,296

96,229

* 40

911,150

2,553,519

* 76,603

Cost of sales and operations, total

Inventory, beginning of year

Cost of labor

Purchases

5,091,212

1,345,174

89,359

826,969

0

2,829,710

4,483,709

* 84,000

Materials and supplies

1,137,015

239,320

34,136

140,223

* 35,838

687,498

3,055,456

* 14,954

Other costs

4,744,881

1,242,664

18,510

805,805

142,276

2,535,625

4,387,836

* 33,273

488,751

144,831

* 19,700

5,302

0

318,917

394,334

* 6,966

Advertising expenses

1,475,593

532,770

13,887

361,602

5,187

562,147

884,503

3,381

Car and truck expenses

4,556,957

2,173,792

87,872

341,343

53,211

1,900,738

7,646,144

16,100

Inventory, end of year

Commissions

920,734

415,193

26,324

153,898

* 3,400

321,920

600,542

* 16,630

Contract labor

4,012,647

1,972,703

46,180

663,105

29,196

1,301,462

4,306,267

* 19,815

4,749

4,206

0

0

0

542

8,505

* 87

2,271,367

1,036,624

63,518

137,543

15,176

1,018,506

3,291,933

59,912

Employee benefit programs

267,893

145,276

6,800

17,091

2,101

96,624

145,969

* 1,455

Insurance

672,521

261,827

7,774

53,463

6,158

343,300

1,426,828

8,277

1,686,975

966,383

46,081

130,315

9,394

534,802

712,205

9,906

Meals deducted

916,967

484,698

18,634

92,979

10,269

310,387

500,451

1,071

Mortgage interest

125,196

53,321

* 623

** 4,316

**

66,936

137,249

* 946

Other interest paid on business indebtedness

301,146

149,297

4,896

36,680

2,168

108,105

315,398

4,513

Depletion

Depreciation

Legal and professional services

Office expenses

1,320,994

589,688

21,993

118,791

29,054

561,468

798,935

2,701

Pension and profit-sharing plans

178,211

122,000

* 1,165

5,466

* 998

48,583

32,111

* 190

Rent paid on machinery and equipment

549,594

306,992

4,325

47,607

3,719

186,951

679,481

* 397

Rent paid on other business property

1,927,860

765,257

33,585

274,896

16,173

837,949

911,994

8,722

5,784

Repairs

375,795

161,454

4,605

24,949

2,241

182,545

1,364,171

Supplies

1,847,454

641,943

38,129

177,350

22,199

967,833

3,502,457

3,720

Salaries and wages

5,362,219

2,051,948

111,228

463,845

92,998

2,642,200

6,493,169

65,179

Taxes paid

914,623

347,268

29,610

55,398

8,657

473,691

1,002,916

5,819

Travel

3,818,827

2,374,847

71,561

2

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