Replication Data for: 'A Welfare Analysis of Tax Audits Across the Income Distribution' (doi:10.7910/DVN/SVQASQ)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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(external link)

Document Description

Citation

Title:

Replication Data for: 'A Welfare Analysis of Tax Audits Across the Income Distribution'

Identification Number:

doi:10.7910/DVN/SVQASQ

Distributor:

Harvard Dataverse

Date of Distribution:

2024-10-28

Version:

1

Bibliographic Citation:

Boning, William C.; Hendren, Nathaniel; Sprung-Keyser, Ben; Stuart, Ellen, 2024, "Replication Data for: 'A Welfare Analysis of Tax Audits Across the Income Distribution'", https://doi.org/10.7910/DVN/SVQASQ, Harvard Dataverse, V1, UNF:6:ofuwauLlS1su0vBj+cEzeg== [fileUNF]

Study Description

Citation

Title:

Replication Data for: 'A Welfare Analysis of Tax Audits Across the Income Distribution'

Identification Number:

doi:10.7910/DVN/SVQASQ

Authoring Entity:

Boning, William C. (U.S. Department of the Treasury)

Hendren, Nathaniel (MIT)

Sprung-Keyser, Ben (University of Pennsylvania)

Stuart, Ellen (The University of Sydney)

Distributor:

Harvard Dataverse

Access Authority:

Hendren, Nathaniel

Depositor:

Baranga, Thomas

Date of Deposit:

2024-10-28

Holdings Information:

https://doi.org/10.7910/DVN/SVQASQ

Study Scope

Keywords:

Social Sciences, Taxation, Subsidies, and Revenue: Efficiency; Optimal Taxation, Tax Evasion and Avoidance

Abstract:

The data and programs replicate tables and figures from "A Welfare Analysis of Tax Audits Across the Income Distribution," by Boning, Hendren, Sprung-Keyser, and Stuart. Please see the audits_replication file for additional details.

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

Related Publications

Citation

Title:

Boning, William C., Nathanial Hendren, Benjamin Sprung-Keyser, and Ellen Stuart, "A Welfare Analysis of Tax Audits Across the Income Distribution," Quarterly Journal of Economics, vol. 140 no. 1, February 2025, pp. 63-112.

Bibliographic Citation:

Boning, William C., Nathanial Hendren, Benjamin Sprung-Keyser, and Ellen Stuart, "A Welfare Analysis of Tax Audits Across the Income Distribution," Quarterly Journal of Economics, vol. 140 no. 1, February 2025, pp. 63-112.

File Description--f10650154

File: ap11.tab

  • Number of cases: 53

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:MBIfLlTHGYbKdrF5hxKpnw==

File Description--f10650155

File: ap12.tab

  • Number of cases: 58

  • No. of variables per record: 5

  • Type of File: text/tab-separated-values

Notes:

UNF:6:Z5NFJJvco7+x2y13HR2bsg==

File Description--f10650187

File: ap13_a.tab

  • Number of cases: 47

  • No. of variables per record: 6

  • Type of File: text/tab-separated-values

Notes:

UNF:6:YoM0bpauWfKf2QRGsKvoYA==

File Description--f10650227

File: ap13_b.tab

  • Number of cases: 28

  • No. of variables per record: 16

  • Type of File: text/tab-separated-values

Notes:

UNF:6:2EjR5snJOLe6PETUYfUlTQ==

File Description--f10650125

File: ap14.tab

  • Number of cases: 28

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:L68Kd813LxHYZsg2G03nmQ==

File Description--f10650150

File: ap16.tab

  • Number of cases: 11

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:5DXV11ZGUjXoaTbe+CjLTA==

File Description--f10650122

File: ap17.tab

  • Number of cases: 22

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:PLx2ujcQoFsRaaoiQQ+MLA==

File Description--f10650208

File: ap18.tab

  • Number of cases: 22

  • No. of variables per record: 5

  • Type of File: text/tab-separated-values

Notes:

UNF:6:hyRZOR1kkIVrgvWhlVIpAw==

File Description--f10650177

File: ap19.tab

  • Number of cases: 28

  • No. of variables per record: 8

  • Type of File: text/tab-separated-values

Notes:

UNF:6:J6vyunx9uGtjvLpkPun1hg==

File Description--f10650172

File: ap2.tab

  • Number of cases: 12

  • No. of variables per record: 21

  • Type of File: text/tab-separated-values

Notes:

UNF:6:tl4z8GWPRWQrT68sKznwHg==

File Description--f10650215

File: ap3_a_b.tab

  • Number of cases: 23

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:D/Gl7R+405F3QlwHbgU+7w==

File Description--f10650212

File: ap3_c_d.tab

  • Number of cases: 23

  • No. of variables per record: 5

  • Type of File: text/tab-separated-values

Notes:

UNF:6:S3JU70nc+PxHYD6JOtaZQg==

File Description--f10650209

File: ap4.tab

  • Number of cases: 23

  • No. of variables per record: 8

  • Type of File: text/tab-separated-values

Notes:

UNF:6:8nc6HzudsDloLNYv223+iw==

File Description--f10650134

File: ap5.tab

  • Number of cases: 95

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:SthxO7GdkEE22QqwHeMERg==

File Description--f10650205

File: ap6.tab

  • Number of cases: 11

  • No. of variables per record: 7

  • Type of File: text/tab-separated-values

Notes:

UNF:6:AzTrtMhwyfACXyl1AdwRVw==

File Description--f10650138

File: ap7_a.tab

  • Number of cases: 22

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:OWEHHQ/V/c3a7eUnHaO22g==

File Description--f10650228

File: ap7_b.tab

  • Number of cases: 22

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:FfLXSfllW/Gv/6+QkkJeow==

File Description--f10650116

File: ap8.tab

  • Number of cases: 23

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:413tuQvhT5y6MUH3JH+MLw==

File Description--f10650196

File: figure_2_5-1.tab

  • Number of cases: 23

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:OKIlQDQPfX+6uHgO442Q0g==

File Description--f10650176

File: figure_2_5.tab

  • Number of cases: 23

  • No. of variables per record: 7

  • Type of File: text/tab-separated-values

Notes:

UNF:6:kDK2GhFuIUZRS59LYdXzBA==

File Description--f10650202

File: figure_3_ap10.tab

  • Number of cases: 10

  • No. of variables per record: 8

  • Type of File: text/tab-separated-values

Notes:

UNF:6:59R3zwnCnRd1dZsx/qqq7w==

File Description--f10650229

File: figure_4a_ap9.tab

  • Number of cases: 22

  • No. of variables per record: 15

  • Type of File: text/tab-separated-values

Notes:

UNF:6:Ejx3d9B3bDCH3cReHoHllw==

File Description--f10650245

File: figure_4b.tab

  • Number of cases: 44

  • No. of variables per record: 2

  • Type of File: text/tab-separated-values

Notes:

UNF:6:0ZC3oeDHP5h3Mzov/qKIdQ==

File Description--f10650206

File: figure_6.tab

  • Number of cases: 58

  • No. of variables per record: 5

  • Type of File: text/tab-separated-values

Notes:

UNF:6:rJvgebJoEoj7oBBbc5PDEg==

File Description--f10650161

File: figure_6a_ap15.tab

  • Number of cases: 12

  • No. of variables per record: 9

  • Type of File: text/tab-separated-values

Notes:

UNF:6:D+Lj6fk7knssCMxXlhSu2A==

File Description--f10650159

File: figure_7.tab

  • Number of cases: 12

  • No. of variables per record: 9

  • Type of File: text/tab-separated-values

Notes:

UNF:6:FNZcanxPT1VHuvi4+Mndqg==

File Description--f10650130

File: figure_8.tab

  • Number of cases: 2

  • No. of variables per record: 4

  • Type of File: text/tab-separated-values

Notes:

UNF:6:+D4MW+TL2mEoAd0O4uVFxA==

File Description--f10650204

File: figure_9.tab

  • Number of cases: 122

  • No. of variables per record: 8

  • Type of File: text/tab-separated-values

Notes:

UNF:6:azFSyjs7BZTrTMMwX3AZvw==

File Description--f10650167

File: fig_1.tab

  • Number of cases: 12

  • No. of variables per record: 21

  • Type of File: text/tab-separated-values

Notes:

UNF:6:T+qmJEgk3qBrHWO3sgs8IQ==

Variable Description

List of Variables:

Variables

Year of tax return that triggered audit

f10650154 Location:

Summary Statistics: Mean 2010.0566037735848; Valid 53.0; StDev 2.597447669863205; Min. 2006.0; Max. 2014.0

Variable Format: numeric

Notes: UNF:6:Ctj4sbJQ4J+z9s3IMs7kWw==

tpi percentile group

f10650154 Location:

Value

Label

Frequency

Text

22.

99.9+

0

10.

45-50

9

13.

60-65

0

7.

30-35

0

20.

95-99

9

5.

20-25

9

3.

10-15

0

17.

80-85

0

16.

75-80

0

4.

15-20

0

23.

<0 AGI

0

0.

Missing

0

11.

50-55

0

6.

25-30

0

14.

65-70

0

8.

35-40

0

18.

85-90

0

1.

0-5

8

24.

Missing

0

12.

55-60

0

9.

40-45

0

2.

5-10

0

15.

70-75

9

21.

99-99.9

9

19.

90-95

0

Summary Statistics: Mean 12.20754716981132; StDev 7.37552733594752; Max. 21.0; Valid 53.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:xAuX5l89q6CBvy42emYMkg==

costs_tot_future

f10650154 Location:

Summary Statistics: StDev 2869.502438942063; Max. 16710.484375; Valid 53.0; Min. 4653.3896484375; Mean 8873.227944428067

Variable Format: numeric

Notes: UNF:6:Lop7JlK8aYs4ZEMam1lz9g==

rev_tot_disc

f10650154 Location:

Summary Statistics: Max. 16430.27734375; Min. 636.4457397460938; StDev 3263.9867564985702; Mean 3916.7183526956806; Valid 53.0;

Variable Format: numeric

Notes: UNF:6:d03aXwskq6MbF28S3gG0YQ==

v1

f10650155 Location:

Variable Format: character

Notes: UNF:6:h63LrPHjZheRCZ+VMUDw+g==

total tax incl. self-emp minus EITC (wins99) b0

f10650155 Location:

Variable Format: character

Notes: UNF:6:hdaVlGGYJjXlZpMTua4Y1A==

v3

f10650155 Location:

Variable Format: character

Notes: UNF:6:kbUNbLuWibhoSuph7fzTiw==

total tax incl. self-emp minus EITC (wins99) b1

f10650155 Location:

Variable Format: character

Notes: UNF:6:mp+rBxgyBPSQ6k8NKYUHNw==

v5

f10650155 Location:

Variable Format: character

Notes: UNF:6:T8Od05Zulk7J3wwv9QEHAQ==

Total tax minus EITC (wins 99)

f10650187 Location:

Summary Statistics: Min. -44.7; Valid 47.0; StDev 164.5916278004387; Mean 167.1040425531915; Max. 658.0;

Variable Format: numeric

Notes: UNF:6:9NvBf0L3E6ooquyx69dGzQ==

event

f10650187 Location:

Summary Statistics: Max. 14.0; Min. -13.0; StDev 7.222895040491551; Mean 0.7021276595744688; Valid 47.0

Variable Format: numeric

Notes: UNF:6:burb7UHuKqX8wSKVEnPIFQ==

coeff_h

f10650187 Location:

Summary Statistics: Valid 47.0; StDev 227.46065644909982; Max. 1167.5999755859375; Min. 102.94000244140625; Mean 374.35110506098323

Variable Format: numeric

Notes: UNF:6:s23uSJm3IYwF0yy6VxD/TA==

coeff_l

f10650187 Location:

Summary Statistics: Min. -282.6600036621094; Valid 47.0; StDev 128.22385137923982; Max. 163.47999572753906; Mean -40.143021147301866

Variable Format: numeric

Notes: UNF:6:6fPc3hTER6ky9BH+/3DpyQ==

year

f10650187 Location:

Summary Statistics: Mean 551.5531914893617; Min. 69.0; StDev 477.5001392447161; Valid 47.0; Max. 1014.0

Variable Format: numeric

Notes: UNF:6:ljmZCTC4NlWSlS/s3hK2Vg==

event2

f10650187 Location:

Summary Statistics: StDev 7.222894988608154; Valid 47.0; Min. -12.600000381469727; Max. 14.399999618530273; Mean 1.1021275837370677

Variable Format: numeric

Notes: UNF:6:R75QH6fF/PDwSXUBCmbk/g==

total tax incl. self-emp minus EITC (wins99) yg67

f10650227 Location:

Summary Statistics: Min. -60.88084; Max. 362.1138; Valid 21.0; StDev 159.25406230150105; Mean 197.89468625238095;

Variable Format: numeric

Notes: UNF:6:o+/iq3pAJwRIGrkyszdI3g==

total tax incl. self-emp minus EITC (wins99) yg89

f10650227 Location:

Summary Statistics: Mean 166.5438019047619; StDev 130.74409549159438; Valid 21.0; Max. 368.5192; Min. -52.42534;

Variable Format: numeric

Notes: UNF:6:HpwpbD8EngSlKAIH+3zflQ==

total tax incl. self-emp minus EITC (wins99) yg1011

f10650227 Location:

Summary Statistics: Valid 21.0; StDev 226.124403359469; Mean 197.6216550904762; Min. -222.218; Max. 658.1808

Variable Format: numeric

Notes: UNF:6:YLr6zQeMr4lLKsrAZWXRDA==

total tax incl. self-emp minus EITC (wins99) yg1214

f10650227 Location:

Summary Statistics: Valid 22.0; Mean 81.23673950000001; Min. -80.59805; Max. 341.8596; StDev 110.9201512981049

Variable Format: numeric

Notes: UNF:6:x9wDbxNhL6dkNItm2aSstQ==

event67

f10650227 Location:

Summary Statistics: Valid 28.0; Mean 0.5; Min. -13.0; Max. 14.0; StDev 8.225975119502044

Variable Format: numeric

Notes: UNF:6:Qy/tlCFB3OybJ4/Q2R03rw==

event89

f10650227 Location:

Summary Statistics: StDev 8.22597511953559; Min. -13.199999809265137; Mean 0.3000001263405564; Valid 28.0; Max. 13.800000190734863

Variable Format: numeric

Notes: UNF:6:K3XTIKi4sD/LxNNuj7PRsQ==

event1011

f10650227 Location:

Summary Statistics: Valid 28.0; Max. 13.600000381469727; Mean 0.1000001249568817; StDev 8.225975119569139; Min. -13.399999618530273

Variable Format: numeric

Notes: UNF:6:llElZTRTnjtCcDUbiH4hpw==

event1214

f10650227 Location:

Summary Statistics: Max. 13.399999618530273; Valid 28.0; Min. -13.600000381469727; StDev 8.225975119569139; Mean -0.1000001249568817

Variable Format: numeric

Notes: UNF:6:0JQ40ybeHCkhm3MdaN5afw==

coeff67_h

f10650227 Location:

Summary Statistics: Max. 818.6591796875; StDev 205.50215412171352; Valid 21.0; Min. 159.78732299804688; Mean 471.21991039457777

Variable Format: numeric

Notes: UNF:6:Eyuw2zbq42pgEdKwO0QLLw==

coeff67_l

f10650227 Location:

Summary Statistics: StDev 131.7465769435334; Max. 90.22879028320312; Mean -75.43053390866234; Valid 21.0; Min. -328.6780090332031

Variable Format: numeric

Notes: UNF:6:eWqHKAM1Msj9LPaThKDuuA==

coeff89_h

f10650227 Location:

Summary Statistics: Mean 444.0393342517672; StDev 175.04720316786663; Max. 766.2464599609375; Min. 172.32080078125; Valid 21.0;

Variable Format: numeric

Notes: UNF:6:GXLxLWR2M1FrcPC9y6/0HQ==

coeff89_l

f10650227 Location:

Summary Statistics: Mean -110.9517295474098; StDev 110.34479103381078; Valid 21.0; Min. -283.0073547363281; Max. 69.30549621582031

Variable Format: numeric

Notes: UNF:6:LATaA+whk+agTe0ALAZkKQ==

coeff1011_h

f10650227 Location:

Summary Statistics: StDev 275.63252657043836; Max. 1167.3895263671875; Valid 21.0; Min. 140.9833221435547; Mean 481.71276128859745

Variable Format: numeric

Notes: UNF:6:xphVmmVUTnag3Aaum7bUjA==

coeff1011_l

f10650227 Location:

Summary Statistics: Min. -585.4193115234375; Mean -86.46945185888384; Max. 163.56118774414062; Valid 21.0; StDev 189.20663918912237

Variable Format: numeric

Notes: UNF:6:z1xXGOOaanFAvd7M+5Hfdg==

coeff1214_h

f10650227 Location:

Summary Statistics: Max. 801.5503540039062; Mean 303.0025589682839; Min. 103.67169952392578; StDev 165.34798315736953; Valid 22.0

Variable Format: numeric

Notes: UNF:6:4dEjpf3brWWdZVmE76i6Gg==

coeff1214_l

f10650227 Location:

Summary Statistics: Valid 22.0; Max. 65.58228302001953; Mean -140.52907995744187; Min. -278.56072998046875; StDev 83.89635974317342

Variable Format: numeric

Notes: UNF:6:bmlQApC8W4QeM4XKXHRvVw==

event_yr

f10650125 Location:

Summary Statistics: Valid 28.0; StDev 8.225975119502044; Max. 14.0; Min. -13.0; Mean 0.5

Variable Format: numeric

Notes: UNF:6:Qy/tlCFB3OybJ4/Q2R03rw==

dd_avg_tax

f10650125 Location:

Summary Statistics: Valid 28.0; Mean 647.5714285714287; StDev 585.2465405515125; Min. -137.0; Max. 1357.0

Variable Format: numeric

Notes: UNF:6:O0U6laX3ypdRweUOmTlaxQ==

decile

f10650150 Location:

Value

Label

Frequency

Text

30.

20-30

1

80.

70-80

1

100.

90-99

1

40.

30-40

1

110.

99-100

1

60.

50-60

1

90.

80-90

1

20.

10-20

1

70.

60-70

1

10.

0-10

1

50.

40-50

1

Summary Statistics: Min. 10.0; Valid 11.0; Max. 110.0; Mean 60.0; StDev 33.166247903554;

Variable Format: numeric

Notes: UNF:6:L8vLtU9K7F0bcvdIPTih+g==

(mean) mean_total_burden_p

f10650150 Location:

Summary Statistics: Min. 621.4503311258278; Valid 11.0; StDev 8494.91249631982; Mean 3902.1396953718136; Max. 29232.41175018514;

Variable Format: numeric

Notes: UNF:6:6SojmXxJShSaxhwSn4mEEg==

(mean) mean_burden_hours_p

f10650150 Location:

Summary Statistics: Mean 25.58878654177224; StDev 4.810573622130749; Min. 19.23645873383883; Valid 11.0; Max. 36.34299288680256

Variable Format: numeric

Notes: UNF:6:rmR0G3Gn2lwvfYdQ5ieWWw==

(mean) mean_money_burden_p

f10650150 Location:

Summary Statistics: Valid 11.0; Max. 1911.2540113552209; StDev 483.5195689449384; Mean 675.0470922937428; Min. 357.05936372581175;

Variable Format: numeric

Notes: UNF:6:x4ls1ABODeApg06hMjF1IQ==

tpi_pctl

f10650122 Location:

Summary Statistics: Mean 11.5; StDev 6.493586579592718; Valid 22.0; Min. 1.0; Max. 22.0;

Variable Format: numeric

Notes: UNF:6:WCQLyw4U9ddkW19xICbYuw==

(mean) assessed0

f10650122 Location:

Summary Statistics: Mean 0.37262529270215466; StDev 0.10951353210940085; Max. 0.6229171752929688; Min. 0.25564417243003845; Valid 22.0

Variable Format: numeric

Notes: UNF:6:gFJD7F0beeHAPfl/L0UvLg==

assessed0

f10650208 Location:

Summary Statistics: Max. 1.0; Min. 0.0; Valid 22.0; Mean 0.5; StDev 0.511766315719159;

Variable Format: numeric

Notes: UNF:6:I9NIrQyMLfrDyqcgxDQKog==

decile

f10650208 Location:

Value

Label

Frequency

Text

100.

90-99

2

40.

30-40

2

70.

60-70

2

50.

40-50

2

110.

99-100

2

20.

10-20

2

90.

80-90

2

60.

50-60

2

10.

0-10

2

80.

70-80

2

30.

20-30

2

Summary Statistics: Mean 60.0; Min. 10.0; StDev 32.36694374850748; Valid 22.0; Max. 110.0

Variable Format: numeric

Notes: UNF:6:Qp/sdDyPto5ZwoY4WUTxkQ==

(mean) mean_total_burden_p

f10650208 Location:

Summary Statistics: Valid 22.0; Min. 584.0724355858046; Max. 36128.120456905504; Mean 3815.836671634691; StDev 8257.77102768479;

Variable Format: numeric

Notes: UNF:6:40rd3NMy425Na9JuhrS59g==

(mean) mean_burden_hours_p

f10650208 Location:

Summary Statistics: Max. 47.63913677847323; Mean 27.068403605691927; Valid 22.0; StDev 10.152781041192835; Min. 13.466261480755136

Variable Format: numeric

Notes: UNF:6:pz858eemG44G0e9pVO5gAQ==

(mean) mean_money_burden_p

f10650208 Location:

Summary Statistics: Min. 286.28629032258067; Max. 1922.6812045690551; StDev 489.64846492043415; Valid 22.0; Mean 688.1997818026197;

Variable Format: numeric

Notes: UNF:6:LTUrnsJdZ1+Y/n6MovGLow==

earned income credit c0

f10650177 Location:

Summary Statistics: Valid 28.0; StDev 48.25100259564578; Max. 152.9726; Mean 61.97816410714286; Min. -37.54911;

Variable Format: numeric

Notes: UNF:6:nQMM+uNGz6biHB4FaWwcpA==

earned income credit c1

f10650177 Location:

Summary Statistics: Min. -662.9506; StDev 223.10703645136675; Max. 84.26715; Valid 28.0; Mean -164.49029339285715;

Variable Format: numeric

Notes: UNF:6:gQTXoe+xjOHEA4Ge1yQ8HA==

event

f10650177 Location:

Summary Statistics: Min. -13.0; StDev 8.225975119502044; Mean 0.5; Max. 14.0; Valid 28.0;

Variable Format: numeric

Notes: UNF:6:Qy/tlCFB3OybJ4/Q2R03rw==

event2

f10650177 Location:

Summary Statistics: Mean 0.1999998731272575; Max. 13.699999809265137; Min. -13.300000190734863; StDev 8.225975119502044; Valid 28.0;

Variable Format: numeric

Notes: UNF:6:Olmk9sVSIQTHg028ZPV1zA==

coeff_eitc0_h

f10650177 Location:

Summary Statistics: Valid 28.0; StDev 43.87748521921977; Max. 207.41012573242188; Min. 37.92286682128906; Mean 124.15314524514334;

Variable Format: numeric

Notes: UNF:6:YtINPZIewh8q+KEmktwehQ==

coeff_eitc0_l

f10650177 Location:

Summary Statistics: Valid 28.0; StDev 58.89918125688293; Min. -117.21501922607422; Mean -0.19681634221758468; Max. 98.53507232666016

Variable Format: numeric

Notes: UNF:6:wnwsJ7ehd0+KqtFoN1TLzA==

coeff_eitc1_h

f10650177 Location:

Summary Statistics: Max. 232.4895477294922; Valid 28.0; StDev 231.35545944753733; Min. -597.50048828125; Mean -86.37661967107235

Variable Format: numeric

Notes: UNF:6:DlHCFlFitK51UJq4IsF9Jg==

coeff_eitc1_l

f10650177 Location:

Summary Statistics: StDev 217.20312375050167; Max. 21.437036514282227; Valid 28.0; Min. -728.4006958007812; Mean -242.60396596363609

Variable Format: numeric

Notes: UNF:6:BraAWQ6Rqln2sNaL199/Dg==

xaxis

f10650172 Location:

Summary Statistics: Max. 12.0; Mean 6.499166667461395; Valid 12.0; StDev 3.6069389132310925; Min. 0.9900000095367432

Variable Format: numeric

Notes: UNF:6:2WsneykpqaORqpjNO0J3EQ==

cost

f10650172 Location:

Summary Statistics: Min. 2.8643798828125; Mean 225.54848384857178; Max. 563.8712158203125; StDev 291.41685834837506; Valid 5.0

Variable Format: numeric

Notes: UNF:6:OE2IwAAQsXwPHg7VYaPaVw==

cost2

f10650172 Location:

Summary Statistics: Valid 5.0; Min. 524.6663818359375; Mean 549.4523681640625; StDev 18.756398456591985; Max. 563.8712158203125

Variable Format: numeric

Notes: UNF:6:JfFPukh7l83aKNLOUJYp7w==

white_out

f10650172 Location:

Summary Statistics: Max. 1203.5770263671875; Valid 10.0; StDev 386.0163803406439; Mean 649.2548309326172; Min. 256.21588134765625;

Variable Format: numeric

Notes: UNF:6:q6lWb5usUWvSi5NwYCvtSw==

costs_labor

f10650172 Location:

Summary Statistics: Mean 12.47021969159444; Max. 30.735628128051758; StDev 16.01623445988047; Min. 0.8273546695709229; Valid 3.0

Variable Format: numeric

Notes: UNF:6:H8NMHo+CXpBuUbVC57RBNQ==

costs_oh

f10650172 Location:

Summary Statistics: Valid 3.0; Max. 493.9307861328125; StDev 276.84638448107603; Mean 174.53206515312195; Min. 3.332123041152954

Variable Format: numeric

Notes: UNF:6:L+qbXWRagzKk724K2CaDqg==

oh_m1

f10650172 Location:

Summary Statistics: Min. 232.72402954101562; Max. 232.72402954101562; Valid 1.0; StDev 0.0; Mean 232.72402954101562

Variable Format: numeric

Notes: UNF:6:OAveE0+gMNgPkBY+vLUtug==

oh_m2

f10650172 Location:

Summary Statistics: Max. 338.17181396484375; Valid 1.0; Min. 338.17181396484375; StDev 0.0; Mean 338.17181396484375

Variable Format: numeric

Notes: UNF:6:83eKlXoCQ2hXRq1eMrzVjg==

oh_m3

f10650172 Location:

Summary Statistics: Min. 524.6663818359375; StDev 0.0; Mean 524.6663818359375; Valid 1.0; Max. 524.6663818359375;

Variable Format: numeric

Notes: UNF:6:MyaIRFv5flVNi70HwS3myg==

costs_labor2

f10650172 Location:

Summary Statistics: StDev 289.7554032315158; Max. 534.6735229492188; Mean 365.30772972106934; Valid 3.0; Min. 30.735628128051758

Variable Format: numeric

Notes: UNF:6:iASZUOIRewaO+eBpcXI58Q==

label_cost

f10650172 Location:

Variable Format: character

Notes: UNF:6:EDguZ+CNWwTtNUvY6OKo5A==

label_cost_labor

f10650172 Location:

Variable Format: character

Notes: UNF:6:ogRGSXfoNh8GCv3YQqQvWQ==

label_cost_oh

f10650172 Location:

Variable Format: character

Notes: UNF:6:H42yi0aAzFp7/tNHHnSI3g==

rev

f10650172 Location:

Summary Statistics: StDev 512.5761477322271; Mean 401.1921731630961; Max. 1203.5760498046875; Valid 6.0; Min. -67.64453125

Variable Format: numeric

Notes: UNF:6:LnexWLx8Q/S7bYCjQGWL7w==

rev2

f10650172 Location:

Summary Statistics: StDev 497.1818685405621; Max. 1271.2215576171875; Min. 256.21588134765625; Valid 6.0; Mean 898.6346486409506

Variable Format: numeric

Notes: UNF:6:4Vn5Ecn+n3Y+c4/Ab4+Acg==

rev_exam_appl

f10650172 Location:

Summary Statistics: Min. 264.9563903808594; StDev 0.0; Max. 264.9563903808594; Valid 12.0; Mean 264.9563903808594

Variable Format: numeric

Notes: UNF:6:qvTIu5EByfBISPxiZlaiow==

rev_coll1

f10650172 Location:

Summary Statistics: Min. 589.9579467773438; StDev 0.0; Mean 589.9579467773438; Max. 589.9579467773438; Valid 1.0

Variable Format: numeric

Notes: UNF:6:wYUuRpOGGqFcvVMEUIn+yA==

rev_coll2

f10650172 Location:

Summary Statistics: Mean 616.9266357421875; Max. 616.9266357421875; Min. 616.9266357421875; Valid 1.0; StDev 0.0;

Variable Format: numeric

Notes: UNF:6:WB0MEKwWRaNItLdoqLSulA==

rev_coll3

f10650172 Location:

Summary Statistics: StDev 0.0; Valid 1.0; Max. 661.3828125; Mean 661.3828125; Min. 661.3828125

Variable Format: numeric

Notes: UNF:6:RPXsfs+xXQyl8Ua/DJ19hg==

rev_coll4

f10650172 Location:

Summary Statistics: Valid 1.0; Min. 1124.616455078125; Max. 1124.616455078125; StDev 0.0; Mean 1124.616455078125

Variable Format: numeric

Notes: UNF:6:cwuUTQxx44IinPxX/s/fxw==

label_rev

f10650172 Location:

Variable Format: character

Notes: UNF:6:+qNbBvRrIZo+tnwPCnkVpg==

tpi percentile group

f10650215 Location:

Value

Label

Frequency

Text

14.

65-70

1

6.

25-30

1

23.

<0 AGI

0

11.

50-55

1

7.

30-35

1

15.

70-75

1

18.

85-90

1

24.

Missing

0

0.

Missing

1

21.

99-99.9

1

19.

90-95

1

4.

15-20

1

3.

10-15

1

5.

20-25

1

1.

0-5

1

8.

35-40

1

10.

45-50

1

16.

75-80

1

17.

80-85

1

13.

60-65

1

9.

40-45

1

12.

55-60

1

20.

95-99

1

2.

5-10

1

22.

99.9+

1

Summary Statistics: StDev 6.782329983125268; Valid 23.0; Min. 0.0; Max. 22.0; Mean 11.0

Variable Format: numeric

Notes: UNF:6:SFl0ifu9W1+ymOOWawd6jA==

(mean) corr_rate_round

f10650215 Location:

Summary Statistics: Min. 0.08343467116355896; Valid 22.0; StDev 0.8076037043567018; Max. 3.711395263671875; Mean 0.7388330863958055

Variable Format: numeric

Notes: UNF:6:bMecIRbFWsXazevh7p5ILg==

wage

f10650215 Location:

Summary Statistics: Valid 23.0; Min. 21.701114654541016; Max. 28.39232063293457; StDev 1.9219679544212172; Mean 23.991017300149668;

Variable Format: numeric

Notes: UNF:6:J8RzFyFmqjsgIdI4GDZtgA==

hours_future

f10650215 Location:

Summary Statistics: Min. 0.8309863209724426; Mean 1.9981229460757712; StDev 0.8946521531521702; Max. 4.527184009552002; Valid 23.0

Variable Format: numeric

Notes: UNF:6:MWSZdbTuuRsIHUoBks8xLg==

Exam type

f10650212 Location:

Value

Label

Frequency

Text

5.

Other

0

4.

NRP

0

1.

Operational

0

3.

Correspondence

23

Summary Statistics: Valid 23.0; Mean 3.0; StDev 0.0; Max. 3.0; Min. 3.0;

Variable Format: numeric

Notes: UNF:6:q0GbysLoW7LU1Z2+l/4V+g==

tpi percentile group

f10650212 Location:

Value

Label

Frequency

Text

10.

45-50

1

1.

0-5

1

2.

5-10

1

16.

75-80

1

11.

50-55

1

21.

99-99.9

1

12.

55-60

1

24.

Missing

0

14.

65-70

1

3.

10-15

1

6.

25-30

1

22.

99.9+

1

20.

95-99

1

0.

Missing

1

19.

90-95

1

15.

70-75

1

18.

85-90

1

8.

35-40

1

17.

80-85

1

7.

30-35

1

23.

<0 AGI

0

5.

20-25

1

4.

15-20

1

9.

40-45

1

13.

60-65

1

Summary Statistics: Mean 11.0; Min. 0.0; Max. 22.0; Valid 23.0; StDev 6.782329983125268

Variable Format: numeric

Notes: UNF:6:SFl0ifu9W1+ymOOWawd6jA==

(mean) costs_tot_future

f10650212 Location:

Summary Statistics: Mean 718.3345416525137; Max. 1793.197509765625; Min. 291.9027099609375; Valid 23.0; StDev 342.21405046678694;

Variable Format: numeric

Notes: UNF:6:ha8VU3koftiLi+aFHzBTYw==

rev_tot_disc

f10650212 Location:

Summary Statistics: Max. 20901.60546875; StDev 4213.597092136724; Valid 23.0; Min. 76.83895111083984; Mean 2275.495287024457;

Variable Format: numeric

Notes: UNF:6:ZuMP4LF+BO52Zmpdw2aHQA==

rc_future_disc

f10650212 Location:

Summary Statistics: Mean 2.5565943368103197; Min. 0.21848338842391968; Valid 23.0; StDev 3.1344715138450354; Max. 12.316308975219727

Variable Format: numeric

Notes: UNF:6:MwqcKJ6x71N8cysWZPGfXA==

tpi percentile group

f10650209 Location:

Value

Label

Frequency

Text

11.

50-55

1

22.

99.9+

1

24.

Missing

0

5.

20-25

1

16.

75-80

1

8.

35-40

1

9.

40-45

1

10.

45-50

1

4.

15-20

1

19.

90-95

1

1.

0-5

1

18.

85-90

1

6.

25-30

1

21.

99-99.9

1

3.

10-15

1

12.

55-60

1

23.

<0 AGI

0

2.

5-10

1

17.

80-85

1

14.

65-70

1

20.

95-99

1

15.

70-75

1

0.

Missing

1

13.

60-65

1

7.

30-35

1

Summary Statistics: Max. 22.0; Min. 0.0; Mean 11.0; Valid 23.0; StDev 6.782329983125268

Variable Format: numeric

Notes: UNF:6:SFl0ifu9W1+ymOOWawd6jA==

(mean) costs_tot_alt1

f10650209 Location:

Summary Statistics: Max. 12843.6328125; Mean 6032.084430197011; Min. 4564.23583984375; StDev 1769.5208510314505; Valid 23.0;

Variable Format: numeric

Notes: UNF:6:7j37PPtEa6yqADGzfy32yQ==

(mean) costs_tot_alt2

f10650209 Location:

Summary Statistics: Max. 7971.82421875; Mean 6321.544667119565; Valid 23.0; StDev 425.4025659698961; Min. 5966.876953125;

Variable Format: numeric

Notes: UNF:6:nmMWzCggYJmVYcnugKFnzw==

(mean) costs_tot_future

f10650209 Location:

Summary Statistics: Max. 15169.77734375; StDev 2312.8803323592288; Valid 23.0; Mean 6085.085512907609; Min. 4381.78564453125

Variable Format: numeric

Notes: UNF:6:BtUMf0sOaVEQa+2v+T9DUw==

rev_tot_disc

f10650209 Location:

Summary Statistics: Valid 23.0; Mean 12222.874862007471; StDev 19134.504982704915; Min. 3590.935546875; Max. 95490.921875;

Variable Format: numeric

Notes: UNF:6:apa8MyJ6ini0OxlpDpQZpA==

rc_future_disc

f10650209 Location:

Summary Statistics: Valid 23.0; Mean 1.6075473090876704; Max. 6.294813632965088; Min. 0.7947734594345093; StDev 1.1758089691696283;

Variable Format: numeric

Notes: UNF:6:sniWZ2+e1ehi/6y8ybcV7Q==

rc_future_disc_alt1

f10650209 Location:

Summary Statistics: Valid 23.0; Max. 7.434884071350098; StDev 1.4148211473476298; Min. 0.7674664258956909; Mean 1.6536754965782166;

Variable Format: numeric

Notes: UNF:6:n68ARyY5cQlBlnZcH2ilTw==

rc_future_disc_alt2

f10650209 Location:

Summary Statistics: Min. 0.5994446873664856; Valid 23.0; StDev 2.3786733704593064; Mean 1.785994972871697; Max. 11.978553771972656

Variable Format: numeric

Notes: UNF:6:uBW4ymnRvrqqLH7mc7yRSg==

tpi_pctl10

f10650134 Location:

Summary Statistics: Mean 247.59999999999974; StDev 379.3273834430983; Min. 0.0; Max. 999.0; Valid 95.0

Variable Format: numeric

Notes: UNF:6:Ks8NmRO+YnB5DukpagvyGQ==

share_rev

f10650134 Location:

Summary Statistics: StDev 0.347086591388055; Min. 1.5529939264524728E-4; Valid 95.0; Mean 0.7458372929236103; Max. 1.0

Variable Format: numeric

Notes: UNF:6:g56qITqJLkGQZVHSlAkgyg==

share_costs

f10650134 Location:

Summary Statistics: Valid 95.0; Mean 0.7885274813999882; Max. 1.0; Min. 0.0; StDev 0.35729284320084664;

Variable Format: numeric

Notes: UNF:6:aVg5HPWituJ6f/V7Zf0ihw==

year

f10650134 Location:

Summary Statistics: Max. 18.0; StDev 5.506282678556397; Mean 9.0; Valid 95.0; Min. 0.0;

Variable Format: numeric

Notes: UNF:6:uVyqd7i+ELs7+ZLTqHIePQ==

Year of tax return that triggered audit

f10650205 Location:

Summary Statistics: Max. 2016.0; Min. 2006.0; Mean 2011.0; StDev 3.3166247903554; Valid 11.0

Variable Format: numeric

Notes: UNF:6:eUjjw21dOrrQjrir4RFgQQ==

(mean) rev_tot

f10650205 Location:

Summary Statistics: StDev 2201.4745867162496; Max. 17262.50390625; Min. 9154.82421875; Valid 11.0; Mean 12891.834428267046

Variable Format: numeric

Notes: UNF:6:6/MRKrT7xkh1s0lhaT0lCg==

(mean) costs_labor

f10650205 Location:

Summary Statistics: Mean 1185.0612238103693; StDev 130.75285813331294; Valid 11.0; Min. 1029.992431640625; Max. 1469.330078125

Variable Format: numeric

Notes: UNF:6:xjmm+wm/Hzj1MLJ7oEYdSw==

(mean) costs_labor_future

f10650205 Location:

Summary Statistics: StDev 164.94924878574028; Mean 1228.0101318359375; Max. 1583.8642578125; Valid 11.0; Min. 1030.8868408203125;

Variable Format: numeric

Notes: UNF:6:eQGeVcQ67w8R8wijrYxgxA==

rev_tot_disc

f10650205 Location:

Summary Statistics: Max. 17230.09375; Valid 11.0; Mean 13810.858842329546; StDev 1790.4754142577613; Min. 11513.83203125

Variable Format: numeric

Notes: UNF:6:auMDeBFkJTlyvC0YcNUAUQ==

rc_labor

f10650205 Location:

Summary Statistics: Valid 11.0; StDev 2.1651795778728484; Max. 16.509628295898438; Min. 8.574273109436035; Mean 11.423101251775568;

Variable Format: numeric

Notes: UNF:6:7CDzgqzgAK8PWt7dvR866g==

rc_labor2

f10650205 Location:

Summary Statistics: Min. 7.600255012512207; Mean 11.032783681696111; Valid 11.0; StDev 2.4690985336391034; Max. 16.583724975585938

Variable Format: numeric

Notes: UNF:6:2Y1CXCWYQTRfTskDUJpHsg==

pctl

f10650138 Location:

Summary Statistics: StDev 6.493586579592718; Valid 22.0; Max. 22.0; Mean 11.5; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:WCQLyw4U9ddkW19xICbYuw==

rc_disc

f10650138 Location:

Summary Statistics: StDev 1.5311712412043683; Min. 0.021801399067044258; Valid 22.0; Max. 7.333783149719238; Mean 0.8231557010757653;

Variable Format: numeric

Notes: UNF:6:Malf+5LxG9+yRhSaABocWQ==

pctl

f10650228 Location:

Summary Statistics: Min. 1.0; Max. 22.0; Mean 11.5; Valid 22.0; StDev 6.493586579592718

Variable Format: numeric

Notes: UNF:6:WCQLyw4U9ddkW19xICbYuw==

rc_disc

f10650228 Location:

Summary Statistics: Max. 8.101021766662598; Min. 0.02587483823299408; Valid 22.0; Mean 1.003077496181835; StDev 1.675260637973366;

Variable Format: numeric

Notes: UNF:6:APnT5cWjE4n+4YGZhxK81A==

Exam type

f10650116 Location:

Value

Label

Frequency

Text

5.

Other

0

4.

NRP

0

3.

Correspondence

0

1.

Operational

23

Summary Statistics: Max. 1.0; Min. 1.0; StDev 0.0; Valid 23.0; Mean 1.0

Variable Format: numeric

Notes: UNF:6:ayZN8Z3/tBSVW5ueL6Livw==

tpi percentile group

f10650116 Location:

Value

Label

Frequency

Text

5.

20-25

1

13.

60-65

1

1.

0-5

1

8.

35-40

1

10.

45-50

1

0.

Missing

1

9.

40-45

1

20.

95-99

1

18.

85-90

1

11.

50-55

1

24.

Missing

0

19.

90-95

1

6.

25-30

1

23.

<0 AGI

0

21.

99-99.9

1

16.

75-80

1

17.

80-85

1

7.

30-35

1

4.

15-20

1

3.

10-15

1

2.

5-10

1

14.

65-70

1

22.

99.9+

1

12.

55-60

1

15.

70-75

1

Summary Statistics: Valid 23.0; StDev 6.782329983125268; Min. 0.0; Max. 22.0; Mean 11.0;

Variable Format: numeric

Notes: UNF:6:SFl0ifu9W1+ymOOWawd6jA==

wage

f10650116 Location:

Summary Statistics: Min. 36.188358306884766; Max. 45.66135025024414; StDev 2.229087300320468; Mean 37.96997551296068; Valid 23.0

Variable Format: numeric

Notes: UNF:6:zw2fi557/ulhaV6msWq6Pg==

hours_future

f10650116 Location:

Summary Statistics: Valid 23.0; Mean 30.878102758656375; StDev 8.775454036113135; Min. 23.134668350219727; Max. 64.57235717773438

Variable Format: numeric

Notes: UNF:6:GdEk6omgUdqQnVjhFWrxyA==

tpi percentile group

f10650196 Location:

Value

Label

Frequency

Text

3.

10-15

1

1.

0-5

1

19.

90-95

1

11.

50-55

1

21.

99-99.9

1

6.

25-30

1

22.

99.9+

1

7.

30-35

1

18.

85-90

1

23.

<0 AGI

0

0.

Missing

1

24.

Missing

0

12.

55-60

1

2.

5-10

1

15.

70-75

1

16.

75-80

1

17.

80-85

1

13.

60-65

1

8.

35-40

1

9.

40-45

1

20.

95-99

1

5.

20-25

1

10.

45-50

1

14.

65-70

1

4.

15-20

1

Summary Statistics: Mean 11.0; Valid 23.0; Max. 22.0; Min. 0.0; StDev 6.782329983125268;

Variable Format: numeric

Notes: UNF:6:SFl0ifu9W1+ymOOWawd6jA==

(mean) costs_tot_future

f10650196 Location:

Summary Statistics: StDev 2312.8803323592288; Max. 15169.77734375; Valid 23.0; Mean 6085.085512907609; Min. 4381.78564453125

Variable Format: numeric

Notes: UNF:6:BtUMf0sOaVEQa+2v+T9DUw==

rev_tot_disc

f10650196 Location:

Summary Statistics: Min. 3590.935546875; StDev 19134.504982704915; Max. 95490.921875; Mean 12222.874862007471; Valid 23.0;

Variable Format: numeric

Notes: UNF:6:apa8MyJ6ini0OxlpDpQZpA==

rc_future_disc

f10650196 Location:

Summary Statistics: Mean 1.6075473090876704; Valid 23.0; Min. 0.7947734594345093; Max. 6.294813632965088; StDev 1.1758089691696283

Variable Format: numeric

Notes: UNF:6:sniWZ2+e1ehi/6y8ybcV7Q==

tpi_pctl

f10650176 Location:

Variable Format: character

Notes: UNF:6:ATPjvStFudlZbtnp+p2UWQ==

costs_tot_future

f10650176 Location:

Summary Statistics: Min. 4381.7856; StDev 2312.88024083791; Max. 15169.777; Mean 6085.085478260869; Valid 23.0;

Variable Format: numeric

Notes: UNF:6:88MrHrBxyLdA5tPK2A09Eg==

rev_tot_disc

f10650176 Location:

Summary Statistics: Valid 23.0; StDev 19492.65510003224; Min. 3610.2354; Mean 12367.937295652175; Max. 97257.953

Variable Format: numeric

Notes: UNF:6:w2ADSwdeNfTiLBmCpKaZKw==

rc_future_disc

f10650176 Location:

Summary Statistics: StDev 1.1982708033201561; Min. 0.79904968; Valid 23.0; Mean 1.6233523456521741; Max. 6.4112973

Variable Format: numeric

Notes: UNF:6:s+GABRrml5GAHfiHjnGARg==

rc2_low

f10650176 Location:

Summary Statistics: Min. 0.79904968; Mean 1.6233523456521741; Max. 6.4112973; StDev 1.1982708033201561; Valid 23.0;

Variable Format: numeric

Notes: UNF:6:s+GABRrml5GAHfiHjnGARg==

rc2_base

f10650176 Location:

Summary Statistics: StDev 1.6420273263636012; Min. 1.0949624; Mean 2.224529717391304; Max. 8.7855978; Valid 23.0

Variable Format: numeric

Notes: UNF:6:tctlpwT7cFsr/wcTj3sRaA==

rc2_high

f10650176 Location:

Summary Statistics: Max. 11.784096; Mean 2.9837548782608696; Min. 1.4686697; Valid 23.0; StDev 2.202446312534909

Variable Format: numeric

Notes: UNF:6:T9+al8N9cffbXh2v/KOTOQ==

Year of tax return that triggered audit

f10650202 Location:

Summary Statistics: Max. 2014.0; Valid 10.0; StDev 1.4907119849998598; Min. 2010.0; Mean 2012.0;

Variable Format: numeric

Notes: UNF:6:z0bIdXaOq51Xh4lzq4E1Pg==

Exam type

f10650202 Location:

Value

Label

Frequency

Text

4.

NRP

5

3.

Correspondence

0

5.

Other

0

1.

Operational

5

Summary Statistics: StDev 1.5811388300841898; Max. 4.0; Valid 10.0; Mean 2.5; Min. 1.0

Variable Format: numeric

Notes: UNF:6:eMJmEQJh0aQwyYoC8MrScA==

(mean) costs_labor_future

f10650202 Location:

Summary Statistics: StDev 247.16781353707333; Min. 1178.8385009765625; Mean 1434.1505615234375; Max. 1899.74169921875; Valid 10.0;

Variable Format: numeric

Notes: UNF:6:8OmEQiq5nOFijHHpCSUSpA==

rev_tot_disc

f10650202 Location:

Summary Statistics: Valid 10.0; Mean 8589.245092773437; Min. 2302.299560546875; Max. 15827.125; StDev 5834.145045729448

Variable Format: numeric

Notes: UNF:6:tEYpwrPdy9HbNBrfgXVM9g==

rc_labor

f10650202 Location:

Summary Statistics: StDev 4.901870820490028; Valid 10.0; Max. 12.007133483886719; Mean 6.552769494056702; Min. 1.7760989665985107

Variable Format: numeric

Notes: UNF:6:8o15LOJ+Vgof3Z4CXiJKaQ==

wage

f10650202 Location:

Summary Statistics: Min. 36.94374465942383; Mean 38.27853889465332; Valid 10.0; StDev 0.8754891401999919; Max. 39.387901306152344

Variable Format: numeric

Notes: UNF:6:HFFw/4QkYvEnam5Hltgobw==

hours_future

f10650202 Location:

Summary Statistics: Max. 49.435821533203125; Mean 37.54315586090088; Min. 30.39548683166504; Valid 10.0; StDev 6.881004415457946

Variable Format: numeric

Notes: UNF:6:cQIYqrFt2q+3IZvg3kZRQQ==

roc_field

f10650202 Location:

Summary Statistics: Valid 10.0; Max. 0.0; Mean -27.13379364013672; Min. -46.94118881225586; StDev 17.210734914234973

Variable Format: numeric

Notes: UNF:6:rAz+MDoEpWhlM+N6VZ/bjg==

tpi percentile group

f10650229 Location:

Value

Label

Frequency

Text

3.

10-15

1

18.

85-90

1

8.

35-40

1

6.

25-30

1

12.

55-60

1

24.

Missing

0

20.

95-99

1

23.

<0 AGI

0

7.

30-35

1

13.

60-65

1

19.

90-95

1

5.

20-25

1

9.

40-45

1

2.

5-10

1

16.

75-80

1

0.

Missing

0

11.

50-55

1

17.

80-85

1

14.

65-70

1

15.

70-75

1

22.

99.9+

1

10.

45-50

1

1.

0-5

1

21.

99-99.9

1

4.

15-20

1

Summary Statistics: Valid 22.0; Mean 11.5; Min. 1.0; Max. 22.0; StDev 6.493586579592718

Variable Format: numeric

Notes: UNF:6:WCQLyw4U9ddkW19xICbYuw==

2010 rev_tot

f10650229 Location:

Summary Statistics: Valid 22.0; Max. 81542.6640625; Min. 3446.60302734375; StDev 16695.607974705756; Mean 10974.608742453838

Variable Format: numeric

Notes: UNF:6:MbMDK/lAvLZ7M01BDzEUGg==

2010 costs_tot

f10650229 Location:

Summary Statistics: Mean 5718.7280606356535; Max. 13295.7470703125; Min. 3957.2890625; Valid 22.0; StDev 2012.8118516890513

Variable Format: numeric

Notes: UNF:6:aEYr9oogPqDZosFfORXnvA==

2010 rc

f10650229 Location:

Summary Statistics: Max. 6.132988452911377; Valid 22.0; StDev 1.1651507297535282; Mean 1.542334805835377; Min. 0.7030594944953918;

Variable Format: numeric

Notes: UNF:6:y0XcONLJs+YXfqHvTP00Fw==

2010 costs_labor_future

f10650229 Location:

Summary Statistics: StDev 396.51459063745665; Max. 2612.193603515625; Mean 1128.8866382945666; Min. 777.5927734375; Valid 22.0

Variable Format: numeric

Notes: UNF:6:T4Rlg4smtnjeP7Qm4zkLfg==

2010 rev_tot_disc

f10650229 Location:

Summary Statistics: StDev 17376.235455806443; Mean 11201.42103160511; Min. 3486.9638671875; Max. 84819.015625; Valid 22.0

Variable Format: numeric

Notes: UNF:6:4M3e9bQCav8nVr4aKNstIA==

2010 rc_lab

f10650229 Location:

Summary Statistics: StDev 6.17182464473155; Min. 3.6456942558288574; Mean 7.932401743802156; Max. 32.47041702270508; Valid 22.0

Variable Format: numeric

Notes: UNF:6:d8M9PrNYDksKWWrWF0X3jg==

2010 obs

f10650229 Location:

Summary Statistics: StDev 6546.405471674291; Max. 30083.0; Min. 1918.0; Valid 22.0; Mean 8255.136363636362

Variable Format: numeric

Notes: UNF:6:1UEtviPhtysZ4FpELWvkSw==

2014 rev_tot

f10650229 Location:

Summary Statistics: Valid 22.0; Min. 3035.0908203125; Max. 100583.65625; StDev 20951.69607273102; Mean 11957.435835404829

Variable Format: numeric

Notes: UNF:6:x56eCmvtKnM1IUFwqkDeuA==

2014 costs_tot

f10650229 Location:

Summary Statistics: Valid 22.0; Max. 17586.25390625; StDev 2989.1359160269594; Min. 4054.515625; Mean 6156.534490411932

Variable Format: numeric

Notes: UNF:6:opVjuJY1L1KLQPNLNC0yWw==

2014 rc

f10650229 Location:

Summary Statistics: Valid 22.0; Min. 0.5804795026779175; Max. 5.719447612762451; StDev 1.1394513588481627; Mean 1.4618189958008854

Variable Format: numeric

Notes: UNF:6:WqMVEhpjZjM8PnDoV7Xhkg==

2014 costs_labor_future

f10650229 Location:

Summary Statistics: Min. 852.89453125; StDev 612.0368707750193; Max. 3604.2333984375; Valid 22.0; Mean 1250.6447670676494

Variable Format: numeric

Notes: UNF:6:YPTY7xQ6JCe3Hlux9vw2ZA==

2014 rev_tot_disc

f10650229 Location:

Summary Statistics: Min. 3683.81201171875; Max. 120985.90625; StDev 25117.142009583753; Valid 22.0; Mean 13772.30942604759

Variable Format: numeric

Notes: UNF:6:d9NwIooP2WpungmtD/2qig==

2014 rc_lab

f10650229 Location:

Summary Statistics: Valid 22.0; Mean 8.171003699302673; Max. 33.56772232055664; StDev 6.572007845655895; Min. 3.46172833442688;

Variable Format: numeric

Notes: UNF:6:tc1K9BMhW20hMuyIGIcAuw==

2014 obs

f10650229 Location:

Summary Statistics: Valid 22.0; StDev 2335.4747327412315; Min. 1082.0; Mean 4081.6818181818185; Max. 9176.0;

Variable Format: numeric

Notes: UNF:6:/nowqbubvsM8ssbzSsFVNA==

tpi percentile group

f10650245 Location:

Value

Label

Frequency

Text

9.

40-45

2

18.

85-90

2

19.

90-95

2

10.

45-50

2

12.

55-60

2

17.

80-85

2

8.

35-40

2

22.

99.9+

2

1.

0-5

2

4.

15-20

2

0.

Missing

0

21.

99-99.9

2

5.

20-25

2

14.

65-70

2

23.

<0 AGI

0

11.

50-55

2

16.

75-80

2

3.

10-15

2

6.

25-30

2

24.

Missing

0

13.

60-65

2

7.

30-35

2

15.

70-75

2

2.

5-10

2

20.

95-99

2

Summary Statistics: Mean 11.5; Valid 44.0; StDev 6.417635585761154; Max. 22.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:zG+GxyGRH8+wIfzt0WuaxA==

roc

f10650245 Location:

Summary Statistics: Mean -42.456478639082476; StDev 6.884207259198729; Valid 22.0; Min. -60.6499137878418; Max. -32.018489837646484;

Variable Format: numeric

Notes: UNF:6:XCT0ZQGG+NlYKWsanc/bXg==

v1

f10650206 Location:

Variable Format: character

Notes: UNF:6:1g93RPigOWbGxxa4nBjUUw==

total tax incl. self-emp minus EITC

f10650206 Location:

Variable Format: character

Notes: UNF:6:KNnq+mRbc4XxaSUkqsAi/A==

v3

f10650206 Location:

Summary Statistics: StDev 180.3657587552831; Min. 60.599998474121094; Max. 977.0; Valid 56.0; Mean 205.9482141903469

Variable Format: numeric

Notes: UNF:6:dwjg73DIqTGo+q2rfrDQyQ==

Total tax minus EITC (wins 99)

f10650206 Location:

Variable Format: character

Notes: UNF:6:aSCdhzOMX51Wv1rRFWEwkw==

v5

f10650206 Location:

Summary Statistics: Valid 56.0; Mean 72.15357119696483; StDev 43.65304102505395; Min. 21.299999237060547; Max. 244.0

Variable Format: numeric

Notes: UNF:6:vyY8fO5vmhK3mkNvz5TubA==

decile

f10650161 Location:

Summary Statistics: Valid 12.0; Mean 55.0; StDev 36.05551275463989; Min. 0.0; Max. 110.0

Variable Format: numeric

Notes: UNF:6:o3iRrDMHfJBpROy8Hd5OVg==

1 determult_dis

f10650161 Location:

Summary Statistics: Min. -117.6829833984375; Max. 15.488505363464355; Valid 12.0; Mean -6.526882469654083; StDev 35.400078103794385

Variable Format: numeric

Notes: UNF:6:5SoPQ9WYcdeQjmIBvtRDzQ==

2 determult99_dis

f10650161 Location:

Summary Statistics: Min. 2.043254852294922; Valid 12.0; StDev 1.599653641472736; Max. 7.301872253417969; Mean 3.947027047475179

Variable Format: numeric

Notes: UNF:6:xY9bUfm6BqxKtrgYH8D85w==

3 determult_dis

f10650161 Location:

Summary Statistics: Min. 5.294741153717041; StDev 14.727510718770898; Mean 15.049408515294392; Max. 53.650390625; Valid 12.0;

Variable Format: numeric

Notes: UNF:6:SS9821detj5jJ1jjLA5y0Q==

4 determult99_dis

f10650161 Location:

Summary Statistics: Min. 4.530736923217773; Valid 12.0; Mean 8.345415552457174; Max. 12.356595993041992; StDev 3.0384266819548227

Variable Format: numeric

Notes: UNF:6:J+cm4rPjr6fC557VuS++Ow==

5 determult_dis

f10650161 Location:

Summary Statistics: Min. -289.01641845703125; Max. 1.2774014472961426; Mean -28.103178148468334; Valid 12.0; StDev 82.65917469703484

Variable Format: numeric

Notes: UNF:6:DOeDh7Hf3PnWsmGWSMAeLA==

6 determult99_dis

f10650161 Location:

Summary Statistics: Max. 2.2471494674682617; StDev 2.2948434469282057; Min. -4.699321269989014; Valid 12.0; Mean -0.4513616180047393

Variable Format: numeric

Notes: UNF:6:gNNgLRSw6tP2ZvqfZYBo9w==

xaxis

f10650161 Location:

Value

Label

Frequency

Text

11.

99-99.9

1

12.

99.9+

1

10.

90-99

1

3.

20-30

1

8.

70-80

1

6.

50-60

1

2.

10-20

1

9.

80-90

1

4.

30-40

1

1.

0-10

1

5.

40-50

1

7.

60-70

1

Summary Statistics: Mean 6.5; Valid 12.0; Max. 12.0; Min. 1.0; StDev 3.605551275463989

Variable Format: numeric

Notes: UNF:6:/4zASuhIy3i8Vbaq/7ApYw==

xaxis2

f10650161 Location:

Value

Label

Frequency

Text

2.

10-20

0

3.

20-30

0

9.

80-90

0

6.

50-60

0

5.

40-50

0

11.

99-99.9

0

12.

99.9+

0

1.

0-10

0

8.

70-80

0

7.

60-70

0

4.

30-40

0

10.

90-99

0

Summary Statistics: Valid 12.0; Mean 6.6999998688697815; Min. 1.2000000476837158; StDev 3.60555119431007; Max. 12.199999809265137;

Variable Format: numeric

Notes: UNF:6:jAxQzYXOrouJTxKMlrDeAg==

decile

f10650159 Location:

Summary Statistics: Max. 110.0; StDev 36.05551275463989; Valid 12.0; Min. 0.0; Mean 55.0

Variable Format: numeric

Notes: UNF:6:o3iRrDMHfJBpROy8Hd5OVg==

rc_marginal_det

f10650159 Location:

Summary Statistics: Min. 4.342569828033447; Max. 44.051483154296875; Valid 12.0; StDev 11.72256264758476; Mean 12.906825105349224

Variable Format: numeric

Notes: UNF:6:qmX0aTXvugdoKEfoNk6BRg==

rc_marginal_det_l

f10650159 Location:

Summary Statistics: Min. -24.84336280822754; Max. 9.222471237182617; StDev 8.656081706668653; Valid 12.0; Mean -0.950568214058876;

Variable Format: numeric

Notes: UNF:6:wRcnZzud95GGzK31DcrCZQ==

rc_marginal_det_h

f10650159 Location:

Summary Statistics: Valid 12.0; Mean 26.764216542243958; StDev 30.336483508684232; Max. 112.94630432128906; Min. 7.2075514793396

Variable Format: numeric

Notes: UNF:6:YT73IfEglXKXf3xpr/dCwQ==

rc_marginal_det_const

f10650159 Location:

Summary Statistics: Mean 10.650865475336712; Valid 12.0; Max. 36.018333435058594; Min. 4.776486396789551; StDev 8.881307440062137

Variable Format: numeric

Notes: UNF:6:kqBtHHrgD+hfNtnWdm8ZjA==

rc_marginal_det_const_l

f10650159 Location:

Summary Statistics: Max. 23.397619247436523; Min. 3.1028201580047607; StDev 5.769324360998885; Valid 12.0; Mean 6.918834726015726

Variable Format: numeric

Notes: UNF:6:9yNyhWWrgAuc6vJ0AVVFCw==

rc_marginal_det_const_h

f10650159 Location:

Summary Statistics: Mean 14.382896025975544; Min. 6.450152397155762; Valid 12.0; Max. 48.63904571533203; StDev 11.993289903134462;

Variable Format: numeric

Notes: UNF:6:I4Fqb5tXRLz+l4JArzWjGQ==

xaxis

f10650159 Location:

Value

Label

Frequency

Text

8.

70-80

1

9.

80-90

1

12.

99.9+

1

7.

60-70

1

5.

40-50

1

2.

10-20

1

10.

90-99

1

11.

99-99.9

1

3.

20-30

1

1.

0-10

1

6.

50-60

1

4.

30-40

1

Summary Statistics: Mean 6.5; StDev 3.605551275463989; Valid 12.0; Max. 12.0; Min. 1.0;

Variable Format: numeric

Notes: UNF:6:/4zASuhIy3i8Vbaq/7ApYw==

xaxis2

f10650159 Location:

Value

Label

Frequency

Text

11.

99-99.9

0

3.

20-30

0

12.

99.9+

0

2.

10-20

0

10.

90-99

0

1.

0-10

0

4.

30-40

0

5.

40-50

0

7.

60-70

0

8.

70-80

0

6.

50-60

0

9.

80-90

0

Summary Statistics: Mean 6.6999998688697815; Max. 12.199999809265137; StDev 3.60555119431007; Valid 12.0; Min. 1.2000000476837158

Variable Format: numeric

Notes: UNF:6:jAxQzYXOrouJTxKMlrDeAg==

decile

f10650130 Location:

Summary Statistics: StDev 49.49747468305833; Max. 90.0; Mean 55.0; Min. 20.0; Valid 2.0

Variable Format: numeric

Notes: UNF:6:g/jki///NNaSd7Y6SmJYGg==

rc_marginal

f10650130 Location:

Summary Statistics: Max. 2.9898393154144287; StDev 1.3052666563707387; Mean 2.0668764114379883; Min. 1.1439135074615479; Valid 2.0;

Variable Format: numeric

Notes: UNF:6:D/tNsOfIxICAQ9Sqfc/GFw==

determult99_dis_const

f10650130 Location:

Summary Statistics: Max. 3.1755659580230713; Valid 2.0; Mean 3.1755659580230713; Min. 3.1755659580230713; StDev 0.0

Variable Format: numeric

Notes: UNF:6:4abW4JpbBRTlj1XNnLpJwQ==

hassle

f10650130 Location:

Summary Statistics: StDev 0.41321308706070237; Min. 0.1398427039384842; Valid 2.0; Mean 0.43202847987413406; Max. 0.7242142558097839;

Variable Format: numeric

Notes: UNF:6:bgqlbRWh978V2xRI9/0/ug==

decile

f10650204 Location:

Value

Label

Frequency

Text

40.

30-40

1

60.

50-60

1

120.

99.9+

0

90.

80-90

1

30.

20-30

1

70.

60-70

1

20.

10-20

1

100.

90-99

1

110.

99-99.9

0

80.

70-80

1

10.

0-10

1

50.

40-50

1

Summary Statistics: Valid 10.0; Mean 55.0; StDev 30.276503540974915; Max. 100.0; Min. 10.0

Variable Format: numeric

Notes: UNF:6:xchxe522k9VJoe/PDhhFww==

mvpf

f10650204 Location:

Summary Statistics: Mean 1.0642578797262225; Valid 122.0; StDev 0.2403436506953797; Max. 2.0; Min. 0.5

Variable Format: numeric

Notes: UNF:6:4BpkyZra4D4yNaJahtPB/A==

mvpf_l

f10650204 Location:

Summary Statistics: Max. 1.542054295539856; StDev 0.10678483144974692; Mean 1.3658332824707031; Min. 1.2265818119049072; Valid 10.0

Variable Format: numeric

Notes: UNF:6:yVvWsqJnpzeC9C7Qdn/KNw==

mvpf_h

f10650204 Location:

Summary Statistics: Min. 1.1001551151275635; Max. 1.2091395854949951; Valid 10.0; StDev 0.03661632506548949; Mean 1.1501532196998596;

Variable Format: numeric

Notes: UNF:6:qXu2xyGbWYZ28jiZjTcddA==

tpi_pctl

f10650204 Location:

Summary Statistics: StDev 29.011491975882016; Min. 1.0; Valid 100.0; Mean 50.5; Max. 100.0;

Variable Format: numeric

Notes: UNF:6:Jlmai6QMxbeaaWKtuDRTAA==

l_mvpf

f10650204 Location:

Summary Statistics: StDev 0.36269713433656187; Max. 2.0; Min. 0.5; Mean 0.9771284759044647; Valid 12.0

Variable Format: numeric

Notes: UNF:6:p/JmxAETs5InNOeeJnglQQ==

u_mvpf

f10650204 Location:

Summary Statistics: Min. 0.9030369520187378; Mean 1.5621890773375828; StDev 0.4617950108220272; Valid 12.0; Max. 2.0

Variable Format: numeric

Notes: UNF:6:6mv+74BmtRdMv2SC5QjRWA==

inc_pctl_2020

f10650204 Location:

Summary Statistics: Min. 11.0; StDev 38.291050461622824; Mean 57.25; Max. 102.0; Valid 12.0;

Variable Format: numeric

Notes: UNF:6:M+eNyYguVkRMB1esvSSIoQ==

xaxis

f10650167 Location:

Summary Statistics: Max. 12.0; Valid 12.0; Min. 0.9900000095367432; StDev 3.6069389132310925; Mean 6.499166667461395

Variable Format: numeric

Notes: UNF:6:2WsneykpqaORqpjNO0J3EQ==

cost

f10650167 Location:

Summary Statistics: Min. 150.48486328125; Mean 2567.18713684082; Max. 6417.9677734375; Valid 5.0; StDev 3287.0553939346087

Variable Format: numeric

Notes: UNF:6:fDNpj4wQXLjfXJ616FNq9Q==

cost2

f10650167 Location:

Summary Statistics: Valid 5.0; Max. 6417.96826171875; Min. 5907.03369140625; StDev 223.07232326923554; Mean 6217.460546875

Variable Format: numeric

Notes: UNF:6:NnwMGVx//T3tXQvN4+xSwg==

white_out

f10650167 Location:

Summary Statistics: Max. 13929.5263671875; Min. 5907.03369140625; Mean 8479.856640625; Valid 10.0; StDev 3578.374086151505

Variable Format: numeric

Notes: UNF:6:rbVCArzUVNRnsLn5joMoLQ==

costs_labor

f10650167 Location:

Summary Statistics: Mean 408.9695313771566; StDev 597.2920151354588; Valid 3.0; Max. 1096.8607177734375; Min. 21.87259864807129

Variable Format: numeric

Notes: UNF:6:q6yErmrvQGpB/xlpTtxbDw==

costs_oh

f10650167 Location:

Summary Statistics: Mean 1680.1914494832358; Max. 4810.1728515625; Valid 3.0; StDev 2711.1725120833703; Min. 61.64043426513672

Variable Format: numeric

Notes: UNF:6:aSCkIt4KhCKURxrZIl4XaQ==

oh_m1

f10650167 Location:

Summary Statistics: StDev 0.0; Valid 1.0; Min. 3211.49853515625; Mean 3211.49853515625; Max. 3211.49853515625

Variable Format: numeric

Notes: UNF:6:t/t5C2FcojYbI6A2moewAw==

oh_m2

f10650167 Location:

Summary Statistics: Max. 4314.2822265625; StDev 0.0; Min. 4314.2822265625; Valid 1.0; Mean 4314.2822265625

Variable Format: numeric

Notes: UNF:6:UkwAmHrHBytQMnF2UTD1kA==

oh_m3

f10650167 Location:

Summary Statistics: Mean 5907.03369140625; Valid 1.0; StDev 0.0; Min. 5907.03369140625; Max. 5907.03369140625;

Variable Format: numeric

Notes: UNF:6:Yv4JMKjB5AurGwwo66s+hg==

costs_labor2

f10650167 Location:

Summary Statistics: StDev 2864.022290717681; Mean 4403.5972900390625; Valid 3.0; Max. 6098.72216796875; Min. 1096.8607177734375;

Variable Format: numeric

Notes: UNF:6:sy3k5GrLQKT0/fsyAkozhg==

label_cost

f10650167 Location:

Variable Format: character

Notes: UNF:6:5n2QdmvT4WOgC6i84KAHeg==

label_cost_labor

f10650167 Location:

Variable Format: character

Notes: UNF:6:yht278ouN3qcb73yJawG4A==

label_cost_oh

f10650167 Location:

Variable Format: character

Notes: UNF:6:FCU7Gg8NhcTsgvP5+i+5Iw==

rev

f10650167 Location:

Summary Statistics: Valid 6.0; Max. 13929.5263671875; Mean 4643.175506591797; StDev 5370.137943612465; Min. -352.505859375

Variable Format: numeric

Notes: UNF:6:TJmkP3OIcN7X/Ec3/IYtLg==

rev2

f10650167 Location:

Summary Statistics: Mean 11428.269368489584; Max. 14282.0322265625; Valid 6.0; Min. 6194.15380859375; StDev 3845.811434078655

Variable Format: numeric

Notes: UNF:6:UaOKgDhtqO48kvQYzWET5w==

rev_exam_appl

f10650167 Location:

Summary Statistics: StDev 0.0; Valid 12.0; Max. 6811.49267578125; Min. 6811.49267578125; Mean 6811.49267578125

Variable Format: numeric

Notes: UNF:6:KsJ0fHIU4PI1JvCbC7cZ+g==

rev_coll1

f10650167 Location:

Summary Statistics: Min. 8048.49072265625; Max. 8048.49072265625; StDev 0.0; Valid 1.0; Mean 8048.49072265625

Variable Format: numeric

Notes: UNF:6:wjoVhadqVSaLjwYBl7ReEA==

rev_coll2

f10650167 Location:

Summary Statistics: StDev 0.0; Valid 1.0; Max. 8285.7236328125; Mean 8285.7236328125; Min. 8285.7236328125;

Variable Format: numeric

Notes: UNF:6:S8PfCiQyft/EcW+cnkHiuw==

rev_coll3

f10650167 Location:

Summary Statistics: StDev 0.0; Mean 8916.6513671875; Min. 8916.6513671875; Valid 1.0; Max. 8916.6513671875

Variable Format: numeric

Notes: UNF:6:Y/yB+kf135A2Ev5BAdQWGQ==

rev_coll4

f10650167 Location:

Summary Statistics: Valid 1.0; Min. 13070.37890625; Mean 13070.37890625; Max. 13070.37890625; StDev 0.0

Variable Format: numeric

Notes: UNF:6:wA/Sz/5LmKPK5ifJ0vt3UQ==

label_rev

f10650167 Location:

Variable Format: character

Notes: UNF:6:IynFONBcA2ubvP5qRHuWag==

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