does off-farm income increase or decrease rural income inequality in georgia? dr. ayal kimhi
DESCRIPTION
Does off-farm income increase or decrease rural income inequality in Georgia? Dr. Ayal Kimhi Giorgi Kalakashvili June 2005. Research Goals. find out how non-farm income influences overall household income inequality. - PowerPoint PPT PresentationTRANSCRIPT
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Does off-farm income increase or decrease rural income inequality in Georgia?
Dr. Ayal KimhiGiorgi Kalakashvili
June 2005
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Research Goalsfind out how non-farm income influences overall household income inequality.
determine which variable is inequality-increasing and inequality-decreasing between farm and non-farm incomes.
define which variables influence incomeand income inequality.
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Introduction The report is based on a research conducted on a few Georgian small-farm households in March- April 2003 in four districts: Mzskheta, Dusheti, Sagarejo and Gardabani; 630 households in each district (2,520 total).
The research includes: household profile, land resources and land tenure, farm production, sale of the farm products, purchase of farm inputs, farm labor, finances and credit, income from different sources and rural social aspects.
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Total income comprises farm income as well as non-farm income.
Farm income consists of the following revenues:Total value of agricultural production.Revenue from sales of other farm resources.
Non-farm income consists of the following:Salaries and wages from off-farm sourcesIncome from non-agricultural business or property. Incomes
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The incomes are studied on the basis of living standard
Sheet1
Head0.61Contribution of income components to total household income inequality in Georgia, 2002
Partner/Spouse0.39
Other second adult0.46Inequality components
Third adult0.42
Subsequent adults0.36Gini coefficient0.458
Each child aged 0-10.09
Each child aged 2-40.18Contribution of income components
Each child aged 5-70.21Farm income0.36279
Each child aged 8-100.23Income share0.779
Each child aged 11-120.25Pseudo-Gini0.465
Each child aged 13-150.27Non-farm income0.09621
Each child aged 16-180.36Income share0.221
Pseudo-Gini0.436
Sheet2
Table 3: Reduced and full form linear regression on farm, non- farm and total income
Reduced EquationFull Equation
FarmNon-FarmTotalFarmNon-FarmTotalFarmNon-FarmTotal
constant2755.09-1438.769*1316.3214457.114-1933.0442524.072constant2755.09-1438.769*1316.321
-2.061(-2.401)-0.809-1.567(-1.424)-0.713(-2.061)(-2.401)(-0.809)
Education-29.691*-2.572-32.263*-28.534-3.136-31.671Education-29.691*-2.572-32.263*
(-2.766)(-0.535)(-2.471)(-2.052)(-0.472)(-1.830)(-2.766)(-0.535)(-2.471)
Rented land191.468*26.361217.828*224.954*23.783248.736*Rented land191.468*26.361217.828*
-2.828-0.869-2.645-2.755-0.61-2.448(-2.828)(-0.869)(-2.645)
Owned Land958.577**119.4931078.071**1159.741**155.8311315.572**Owned Land958.577**119.4931078.071**
-3.653-1.016-3.377-3.331-0.938-3.037(-3.653)(-1.016)(-3.377)
Official Document-28.256**-3.765-32.022**-28.098**-3.563-31.661*Official Document-28.256**-3.765-32.022**
(-3.879)(-1.153)(-3.614)(-3.220)(-0.855)(-2.916)(-3.879)(-1.153)(-3.614)
Female21.242-2.00119.24139.347-2.71436.634Female21.242-2.00119.241
-1.742(-0.366)-1.297-1.694(-0.245)-1.268(-1.742)(-0.366)(-1.297)
Joint Activity19.7625.35425.11625.0786.12931.207Joint Activity19.7625.35425.116
-1.888-1.141-1.973-2.008-1.028-2.008(-1.888)(-1.141)(-1.973)
Taxes-23.377**-3.07-26.447**-24.014*-2.026-26.040*Taxes-23.377**-3.070-26.447**
(-3.484)(-1.021)(-3.241)(-2.903)(-0.513)(-2.530)(-3.484)(-1.021)(-3.241)
Kolhoz9.852.7512.600*8.1223.42811.55Kolhoz9.8502.75012.600*
-2.001-1.246-2.104-1.284-1.136-1.468(-2.001)(-1.246)(-2.104)
Irrigation5.918-1.0774.8417.14-1.3965.744Irrigation5.918-1.0774.841
-1.919(-0.779)-1.291-1.805(-0.739)-1.167(-1.919)(-0.779)(-1.291)
Number of Members384.91409.809**794.719**396.459428.460**824.919*Number of Members384.910409.809**794.719**
-1.73-4.11-2.937-1.438-3.256-2.404(-1.730)(-4.110)(-2.937)
Fixed assets0.0210.011*0.032*0.0270.0120.039*Fixed assets0.0210.011*0.032*
-1.951-2.202-2.415-2.101-1.893-2.415(-1.951)(-2.202)(-2.415)
Specialization-12.247*1.876-10.371-12.0242.346-9.678Specialization-12.247*1.876-10.371
(-2.444)-0.835(-1.701)(-2.050)-0.838(-1.326)(-2.444)(-0.835)(-1.701)
Dummy_1-1537.831**249.966-1287.865*-1503.052*384.533-1118.519Dummy_1-1537.831**249.966-1287.865*
(-3.569)-1.294(-2.457)(-2.449)-1.313(-1.464)(-3.569)(-1.294)(-2.457)
Dummy_2-1028.830*21.893-1006.937-859.138135.655-723.482Dummy_2-1028.830*21.893-1006.937
(-2.556)-0.121(-2.057)(-1.580)-0.523(-1.069)(-2.556)(-0.121)(-2.057)
Dummy_3-2107.354**-80.496-2187.851**-1817.434*10.97-1806.463*Dummy_3-2107.354**-80.496-2187.851**
(-4.440)(-0.378)(-3.789)(-2.827)-0.036(-2.258)(-4.440)(-0.378)(-3.789)
Animal1.632-1.1610.4710.7380.6610.699
-0.275(-0.409)-0.064F statistic0.0010.0120.005
Age-45.7593.174-42.585Number of observations
(-1.037)-0.151(-0.776)383838
Plant0.6421.6352.277
-0.106-0.568-0.304
Financial Aid14.9914.96319.953
-0.783-0.543-0.838
Piped water2.99-0.2022.788
-0.568(-0.080)-0.426
Weighted Mean Distance-98.96-4.687-103.647
(-1.010)(-0.100)(-0.850)
0.7380.6610.6990.780.6770.735
F statistic0.0010.0120.0050.0240.1710.065
Number of observations
383838383838
Sheet3
Reduced EquationFull Equation
G(farm)G(non-farm)G(total)G(farm)G(non-farm)G(total)G(farm)G(non-farm)G(total)G(farm)G(non-farm)G(total)
Constant0.569**1.033**0.457**1.134**1.557*1.208*Constant0.569**1.033**0.457**Kolhoz-0.002**0.001-0.002
-3.868-5.399-2.941-2.963-2.87-2.875(-3.868)(-5.399)(-2.941)(-3.010)(-1.322)(-1.963)
Education0.004*0.0020.004*0.0020.0010.002Education0.004*0.0020.004*Weighted meandistance-0.0190.031-0.016
-2.778-1.080-2.82-1.127-0.418-1.104(-2.778)(-1.080)(-2.820)(-1.494)(-1.893)(-1.211)
Rented land0.020*0.0090.022*0.034**0.0120.034*Rented land0.020*0.0090.022*Irrigation5.40E-05-0.001*0.000
-2.259-0.818-2.383-3.088-0.757-2.838(-2.259)(-0.818)(-2.383)(-0.120)(-2.398)(-0.475)
Owned land-0.004-0.089*-0.0070.048-0.1020.033Owned land-0.004-0.089*-0.007Number of members-0.025-0.162**-0.036
(-0.110)(-2.122)(-0.211)-1.028(-1.542)-0.649(-0.110)(-2.122)(-0.211)(-0.817)(-4.047)(-1.101)
Female0.0010.006*0.0020.0060.0060.007*Female0.0010.006*0.002Mzskheta district-0.134**-0.008-0.124*
-0.327-2.706-1.299-1.907-1.423-2.154(-0.327)(-2.706)(-1.299)(-3.191)(-0.153)(-2.801)
Plant-0.0010.004**0-0.0010.003*0Plant-0.0010.004**0.000Dusheti district-0.199**-0.041-0.190**
(-1.995)-3.667(-0.485)(-1.675)-2.737(-0.448)(-1.995)(-3.667)(-0.485)(-4.527)(-0.722)(-4.094)
Animal0.002**0.0010.002*0.0020.0010.001Animal0.002**0.0010.002*Sagarejo district-0.018-0.280**-0.072
-3.157-0.959-2.475-2.042-0.713-1.43(-3.157)(-0.959)(-2.475)(-0.335)(-4.077)(-1.296)
Joint activity-2.91E-060.005**0.0020.0020.0050.003Joint activity-2.91E-060.005**0.002
(-0.002)-2.933-1.179-1.21-1.963-1.625(-0.002)(-2.933)(-1.179)
Kolhoz-0.002**0.001-0.002-0.002*0.001-0.0020.7340.8130.70.7340.8130.7
(-3.010)-1.322(-1.963)(-2.346)-0.571(-1.722)F statistic0.0010.0000.002F statistic0.0010.0000.002
Weighted mean distance-0.0190.031-0.016-0.0190.035-0.015Number of observations383838Number of observations383838
(-1.494)-1.893(-1.211)(-1.466)-1.879(-1.018)
Irrigation5.40E-05-0.001*00-0.0014.85E-05
-0.12(-2.398)(-0.475)-0.468(-1.784)-0.083
Number of members-0.025-0.162**-0.0360-0.163**-0.019
(-0.817)(-4.047)(-1.101)(-0.006)(-3.104)(-0.460)
Dummy_1-0.134**-0.008-0.124*-0.211*-0.165-0.251*
(-3.191)(-0.153)(-2.801)(-2.556)(-1.410)(-2.770)
Dummy_2-0.199**-0.041-0.190**-0.256**-0.163-0.267**
(-4.527)(-0.722)(-4.094)(-3.500)(-1.573)(-3.322)
Dummy_3-0.018-0.280**-0.072-0.089-0.434**-0.188
(-0.335)(-4.077)(-1.296)(-1.024)(-3.537)(-1.981)
Fixed assets1.35E-06-1.80E-066.40E-07
-0.777(-0.731)-0.335
Official document-0.002-0.001-0.002
(-1.907)(-0.550)(-1.493)
Age-0.009-0.002-0.01
(-1.510)(-0.204)(-1.516)
Specialization0-0.001-0.001
(-0.213)(-1.308)(-1.072)
Financial aid-0.002-0.003-0.002
(-0.622)(-0.810)(-0.586)
Piped water000
(-0.410)(-0.400)(-0.372)
Taxes-0.002-0.001-0.002
(-1.858)(-0.752)(-1.575)
0.7340.8130.70.8140.8450.774
F statistic0.00100.0020.0090.0030.028
Number of observations
383838383838
MBD00015684.unknown
MBD00016AE2.unknown
MBD000AAA5F.unknown
MBD00016920.unknown
MBD00015183.unknown
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Shares of total income
Chart2
0.22
0.78
Sheet4
non-farm0.22
farm0.78
Sheet4
Sheet1
000
000
000500250150BinFrequency
00010005003001501283
0001500750450300267
00020001000600450274
00025001250750600200
00030001500900750133
00035001750105090084
000400020001200105054
007450022501350120041
0011.05500025001500135032
0013.69550027501650150026
0014.94600030001800More126
0015.65650032501950
0015.91700035002100
0021.11750037502250
0025.83800040002400
0027.35850042502550
0028.390004500
0032.795004750
0035.75100005000BinFrequency
0037.75250250149
0043.75500500252
0044.785750750298
0045.8960001000308
0047.161250272
04.2549.961500251
04.7856.741750216
0757.952000154
08.358.512250101
011.0559.05250098
011.7261.37275075
012.8861.42300067
013.6961.47325054
014.3562.91350034
014.9467.26375028
015.6569.12400017
015.9169.6425026
016.9573.29450015
021.1174.49475012
022.2675500012
024.7575.4752505
025.8375.8455002
026.685.45575010
027.3589.3600010
028.390.9More54
032.793.97
033.3795.53
033.999.21
034.46101.4
035.75101.4BinFrequency
036.08101.51250323
037.7102.29500383
038.39107.67750393
038.9108.111000326
039.29109.091250239
039.32113.061500179
041.45116.531750163
041.75120.222000118
043.7121.84225057
044.78122.83250074
045.89124.19275053
047.13124.22300037
047.16124.99325029
047.38125.22350020
047.93136.85375020
048.04138400011
049.28142425015
049.53144.73450010
049.94145.13More70
049.96147.15
051.45147.71
055.02148.08
056.74149.73
057.95150.34
058.51150.44
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061.37152.11
061.42153.02
061.47155.54
061.68158.21
062.91160.89
066.11164
066.91164.35
067.26164.64
067.97165.11
068.5165.38
069.04166.03
069.12166.33
069.6168.58
071.23171.51
071.34172.9
073.02172.95
073.29173.09
074.49173.93
075174.37
075.47175.35
075.84180.14
079.58180.61
079.71180.63
079.99182.18
082.19182.45
085.45185.07
085.71185.54
089.3188.93
090.18190.36
090.24196.44
090.9197.36
091.76198.2
092.16198.88
092.57198.94
093.04202.77
093.37203.87
093.97208.03
094.16208.3
094.39209.21
094.53209.48
095.44211.8
095.53213.52
095.83213.81
097.79214.27
099.21214.89
0101.37215.33
0101.4218.66
0101.4220.4
0101.51222.07
0102.29223.21
0103.85228.33
0103.87229.67
0104.71230.49
0106.63232.82
0107.57233.28
0107.67234.56
0108.11234.57
0109.09234.59
0109.88235.53
0111.27235.76
0112.01236.19
0112.88237.36
0113.06239.99
0115.61240.26
0116.53244.21
0116.75246.85
0118.95246.97
0119.16247.59
0120.12247.87
0120.19248.08
0120.22248.21
0120.6250.34
0121.84251.18
0122.83252.89
0123.45253.59
0123.46256.19
0124.19256.2
0124.22256.76
0124.99261.33
0125.3261.44
0128.17261.6
0130.94261.66
0131.26263.25
0133.13264.14
0133.5267.06
0133.69267.06
0136.85268.16
0138268.61
0139.59270.22
0141.75270.4
0142270.5
0142.35270.68
0144.73270.95
0147.15271.11
0147.71271.49
0148.08273.95
0148.42275.8
0148.5275.82
0148.63276.35
0148.72277.63
0149.73277.76
0150.03277.85
0150.34278.96
0150.86280.79
0150.95281.73
0151.5283.8
0152.04283.88
0152.11284.32
0153.02286.2
0154.03286.34
0154.75287.5
0155.54287.86
0158.21288.22
0158.39288.55
0160.89289.25
0160.94292.68
0162.15292.74
0162.73294.14
0162.93295.15
0163.21295.67
0163.8295.92
0163.97298.52
0164298.84
0164.64300.38
0165.11300.55
0165.38300.62
0166.03300.66
0166.33302.05
0167.05305.69
0168.58305.86
0170.56307.18
0171.51308.83
0171.89311.52
0171.97312.43
0172.9313.73
0172.95314.14
0173.08318.01
0174.06318.07
0174.37318.96
0174.44319.57
0175.35320.8
0177.91321.59
0178.55322.27
0180.14325.32
0180.61325.49
0180.63327.1
0180.93327.45
0182.18328.27
0182.45329.71
0182.56330.19
0182.65330.35
0182.85330.48
0183.02332.13
0183.67332.31
0184.48335.81
0185.07338.57
0185.18338.7
0185.54341.68
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0186.96346.77
0187.15349.33
0187.4349.49
0187.84349.79
0188.93351.78
0190.19351.86
0190.36352.61
0191.68353.4
0192.85355.01
0194.03357.39
0195.13358.02
0196.53358.34
0196.63358.85
0196.8359.1
0197.36360.48
0198.2362.04
0198.88362.64
0198.94364.62
0201365.92
0201.98366.87
0202.77369.62
0203.19369.66
0203.87370
0204.43370.09
0205.34372.38
0207.24372.95
0208.3373.42
0209.21373.42
0209.34374.58
0209.48375.24
0209.72377.05
0210.23379.11
0210.65380.84
0211.72382.48
0211.8382.83
0212.83383.58
0213.52383.78
0213.81384.02
0214.27384.97
0214.4387.53
0214.69387.74
0214.89387.85
0215.2388.11
0215.33391.39
0217.97395.51
0218.66397.34
0220.4397.6
0222.07397.84
0222.16401.25
0223.89402.89
0227.59404.78
0227.69406.5
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0229.67410.18
0230.07411.66
0230.49411.97
0230.7412.28
0232.4414.34
0232.62414.48
0232.82414.9
0233.28417.78
0234.56417.91
0234.57418.84
0234.59419.01
0234.94419.59
0235.53420.94
0235.76421.01
0236.19421.14
0236.38421.4
0237.36422.05
0238.99422.7
0239.99424.92
0240.26425.64
0243.71425.65
0244425.66
0244.21425.88
0244.52427.45
0246.85428.13
0246.97428.51
0247.59428.83
0247.85428.89
0247.87429.46
0248.21431.24
0248.23432.01
0248.58432.07
0250.34432.28
0250.68433.19
0252.89433.51
0253.59434.59
0255.83434.74
0256.19434.98
0256.2435.56
0256.65437.57
0258.5440.41
0258.82441.11
0259.61441.21
0259.88441.8
0260.22447.9
0260.67448.73
0261.33449.07
0261.44449.49
0261.6450.03
0261.66451.45
0262.16451.95
0262.19452.05
0263.02453.69
0263.25455.02
0264.14455.11
0266.96455.41
0267.06456.31
0267.06458.82
0267.25459.89
0267.26460.3
0267.91460.99
0268.16461.18
0268.61461.38
0270.22461.76
0270.4466.11
0270.5468
0270.68469
0270.95469.1
0271.11470.89
0271.12472.28
0273.95472.59
0274.08473.22
0274.86473.55
0275.82473.73
0276.35474.69
0277.25474.83
0277.63475.94
0277.76476.15
0277.85476.54
0278.42476.74
0278.96476.99
0279.34477.25
0280.79477.87
0281.73479.73
0283.39480.3
0283.88482.19
0283.93482.65
0284.32482.97
0285.55483.35
0285.59483.94
0286.2484.82
0286.34487.88
0286.98488.5
0287.5488.52
0287.97490.61
0288.22490.62
0288.55491.53
0288.89492.19
0289.25492.58
0290.95493.19
0292.74493.29
0293.41493.51
0293.67493.85
0294.14493.93
0295.15495.56
0295.58496.46
0295.67497.13
0295.97497.13
0297.09497.91
0298.52499.86
0298.52500.12
0298.84501.04
0300.55501.52
0300.62501.64
0301.36501.66
0302.05501.75
0303.47502.66
0303.52503.78
0305.69504.52
0305.86505.54
0306.35506.09
0309.13506.96
0309.45507.55
0310.9508.24
0311.19508.35
0311.52508.5
0312.43511.31
0312.48511.89
0312.67512.96
0312.84513.89
0315.5514.23
0316.68515.48
0316.77516.45
0318.07516.94
0319.34518.54
0319.57519.91
0320.8520.15
0320.89520.32
0321.41522.57
0321.46523.26
0322.27523.95
0325.32524.12
0325.39524.55
0325.49525.71
0326.22525.89
0327.1527.58
0329.71528.41
0330.19529.13
0330.92531.91
0331.03534.88
0331.29536.14
0332.13536.64
0332.29538.02
0332.31538.02
0332.59538.06
0333.07538.52
0334.88538.58
0335.2540.11
0335.81541.19
0336.88542.29
0338.7542.32
0339.02542.41
0339.91542.87
0340.29543.03
0340.65544.06
0341.36544.11
0341.68545.14
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558.191696.982141.29
558.511697.182150.09
558.511697.212152.17
558.511698.412161.17
559.281698.562161.2
559.41699.542166.12
559.641700.582168.82
560.751702.22169.91
560.751702.892170.29
561.41703.182173.76
561.911708.672175.77
563.121709.552182.76
563.191710.832183.77
563.721712.12184.14
563.721712.532184.76
564.251713.372191.83
564.471713.692192.45
564.591714.312193.86
564.91714.672194.61
5661715.442195.85
566.971716.182198.24
567.571717.352200.54
568.181717.692202.49
569.151717.912205.58
569.331718.462205.82
572.461720.142217.1
573.171720.682220.53
573.681721.352221.65
575.31721.552221.77
575.31721.872222.47
575.31723.152222.99
575.31728.512224.49
575.31729.472225.77
575.31730.542228.59
575.951733.272230.71
576.921733.652232.85
578.031736.732233.94
578.031736.872251.13
578.331740.752253.5
578.951742.612254.17
582.051742.992257.06
582.521743.672257.1
583.61750.092258.19
584.421751.542259.31
584.81754.032260.17
588.281756.192261.91
588.961757.592263.25
589.291757.892269.4
589.471761.442269.43
590.161761.92270.09
591.741764.122271.04
593.11771.692272.93
594.591772.332277.85
594.591772.612278.51
594.591773.282287.35
595.241774.612291.77
595.511775.122292.27
597.011775.622294.01
597.661779.312296.82
599.961780.082298.07
603.991780.452299.55
603.991781.012299.86
604.711782.172299.97
604.931785.562303.35
608.181787.312304.72
609.31790.592304.74
609.551790.712304.75
612.341790.752306.62
613.271791.62306.7
615.381792.22306.96
615.381792.92314.89
616.41792.922315.86
616.41793.732322.05
619.721797.692322.61
620.691812.872324.88
622.011813.782328.86
623.461815.722330.41
6251818.692331.89
626.041819.652333.47
626.371820.852339.27
627.661821.622345.27
628.041822.062347.94
628.931823.132350.63
629.511824.082360.96
631.581824.532363.78
631.911824.872367.72
632.41825.832372.45
632.911828.632372.64
632.911831.032386.82
633.911833.82387.25
635.841837.142389.99
636.621838.652391.96
637.51840.272393.63
638.31842.132394.15
638.31843.922398.96
638.31844.772400.21
638.31846.162401.15
640.081848.482410.89
640.241848.612415.42
643.621853.912416
644.251862.342416.63
644.731862.972417.97
645.931868.082418.53
646.771868.282420.32
647.891870.32421.96
648.651873.992422.74
648.811877.812423.42
649.351879.192425.72
650.411879.662430.79
651.791881.722434.56
653.851883.992439.47
654.251884.162440.73
655.281884.272442.2
655.741884.612446.94
656.21889.622447.89
657.491893.812447.95
657.491895.192447.98
657.491895.982448.63
657.491896.022449.1
657.891897.652452.81
658.681898.822455.62
659.341905.312458.34
659.91911.592458.95
661.31912.282460.75
661.861915.242461.29
663.531918.732462.19
665.421920.52463.01
666.031925.12467.59
666.641925.292470.13
666.671927.372472.64
668.261931.212472.77
669.641931.462473.11
669.641932.022493.14
669.771932.122498.79
671.951935.442499.34
672.361938.072501.98
672.361938.232503.51
672.91939.022512.34
677.081939.882513.76
677.471943.212514.23
6821943.522516.21
683.331947.712517.35
684.111947.762520.27
684.391947.952529.31
684.881951.312532.46
684.881951.752532.58
684.881952.492534.11
684.881953.872538.97
686.171959.722541.83
689.581972.472541.84
6901973.052545.06
691.061973.32550.55
692.361974.332554.56
693.641977.612557.91
693.641978.382558.65
693.641982.242558.76
698.921984.292565.1
700.511984.392566.63
700.811990.292568.29
701.371991.82571.1
701.752002.742571.59
702.132006.082572.8
702.72006.082573.32
704.272007.182577.72
705.692013.442578.84
705.882015.332583.28
707.552017.962585.15
708.722024.052592.37
708.862025.442598.03
710.062031.952600.12
710.062036.032601
710.062037.182607.15
712.772042.372612.57
714.292043.982617.27
714.452046.432617.91
717.192047.852620.42
717.272048.52620.49
717.72048.562624.19
718.562049.312627.54
718.562051.212628.16
723.212056.162632.03
724.782056.42634.07
724.782058.572634.13
729.732060.082639.16
734.272061.972651.35
739.372067.472651.38
743.242068.622653.37
743.472079.182659.47
744.192087.632670.28
744.682087.892679.18
745.562094.862681.47
746.192096.252684.46
7502098.72686.53
751.452106.172686.59
753.372112.62690.18
753.562113.52691.38
755.322114.812693
757.42125.592694.67
758.242133.732706.64
758.332137.462707.8
760.772146.182713
762.782161.172716.93
765.962168.822720.48
765.962170.942721.51
769.232171.022722.68
771.432175.772724.09
772.432177.822730.84
774.192188.712731.3
777.752193.862733.75
779.222194.612738.76
780.832198.242765.26
781.072200.492767.23
786.072205.582768.08
786.892228.012768.99
789.472228.592769.18
790.242232.852769.5
793.452233.942770.48
794.392252.832771.4
795.652261.412777.61
797.872264.342782.98
797.872269.42791.94
803.212270.092795.75
803.5722712800.92
805.322271.992812.73
805.322278.512814.23
806.452283.622816.69
808.882288.912817.52
809.392289.112819.36
810.812291.772825.91
812.522294.012827.94
813.012296.822832.16
813.472298.072836.25
821.432299.552839.95
821.862304.722841.25
821.862304.752848.54
821.862306.622854.95
821.862306.962855.9
821.862309.982857.92
821.862314.892858.39
821.922315.862859.44
837.212321.052859.49
839.022322.612863.18
839.12328.022866.52
839.12328.862868.9
840.432331.892869.21
845.892333.472875.04
847.532339.272877.66
851.822340.32879.84
852.942351.752880.22
853.182353.142880.49
8542353.292882.15
858.442362.912889.18
859.572367.022901.81
863.932367.722901.91
864.862369.082903.41
867.052372.612909.99
868.092383.322920.27
869.32387.252923.53
873.742389.172930.3
876.472389.992933.66
876.652391.962936.81
877.72393.632937.08
881.132398.962937.45
882.352401.152937.61
882.422409.662939.69
882.982410.292943.85
883.522410.892946.4
884.182415.422952.19
884.532425.722952.27
886.362427.082952.67
887.572428.822958.43
890.352431.462961.33
890.562431.962962.7
890.82432.552970.06
892.962440.962992.6
898.082445.682994.82
898.942447.892997.52
904.262447.983000.09
905.82452.673000.56
909.092458.343001.18
909.092458.953004.2
909.282461.293008.89
911.612463.733010.85
920.252467.593013.87
930.232472.643015.56
932.282473.113017.15
932.822481.443026.77
934.582486.873026.83
936.582496.353029.36
937.52496.73037.71
940.632499.343038.09
944.962508.023044.25
948.732511.683045.17
952.612516.213046.93
954.162529.313062.63
955.412530.753070.17
956.942535.233070.28
957.452541.843071.38
957.452545.063074.77
9602547.193084.79
968.282551.643098.65
970.212555.773100.51
972.222557.913108.7
980.392558.763109.92
980.522561.753114.11
986.232566.013120.84
989.012568.293123.81
989.362571.13127.91
991.822571.593132.11
996.472572.83136.16
997.192573.323153.78
10002576.93155.96
10002577.723158.12
10002579.653160.53
1004.522583.283162.19
1005.412587.553168.41
1007.042589.163169.59
1010.12596.893183.38
1010.12598.033187.99
1010.822600.123196.96
1017.0426013205.55
1022.132612.573208.81
1025.642617.273209.39
1027.032628.143219.43
1027.332628.163224.48
1029.412632.033228.68
1029.592634.133231.41
1031.912639.163238.95
1038.62651.383241.07
1040.22670.283242.93
1041.672673.863249.01
1052.632683.93250.29
1054.212686.533252.61
1058.562686.593254.38
1060.22690.183260.08
1061.542691.723272.52
1063.8326933274.5
1063.832700.383287.69
1063.832706.643291.6
1068.422715.393298.5
1069.152722.683300.63
1071.432723.533300.82
1072.092731.33305.12
1072.472744.833305.7
1073.752759.23327.66
1084.752766.483344.37
1090.912769.53347.23
1095.822776.143355.71
1096.622777.613361.84
1103.022782.183364.76
1104.692791.943370.91
1113.392795.753370.93
1117.022817.523379.37
1120.812820.173379.87
1121.52823.613398.04
1127.442836.383399.78
1134.632841.23399.99
1136.452848.543415.54
1142.862854.513440.35
1145.252859.443468.03
1153.852862.913475.04
1156.072866.523479.4
1162.682868.93485.45
1164.512869.213486
1165.142875.473489.52
1176.472889.183516.75
1183.432901.813528.28
1184.212937.453537.26
12002940.073545.61
120029433551.48
12002943.853582.2
12002949.793600.35
1200.662951.913603.89
1212.772961.333621.88
1219.512962.73626.68
1219.512969.463627.61
1223.792977.953630.7
1231.532981.853631.38
1232.792988.613639.46
1232.792992.63646.31
1232.882997.523650.87
1234.043007.53657.29
1241.763010.853676.89
1246.493013.873699.32
1248.553026.773707.38
1249.893026.833709.87
12503038.093710.09
1250.773070.283716.26
1257.863071.383726.47
12703074.323734.18
1276.63074.773740.36
1294.643098.653742.88
1295.443110.913744.18
1296.83111.013801.73
1298.73118.973803.77
1301.283132.113809.88
1302.023136.163823.76
1319.173155.933856.38
1324.323156.343862.89
1337.213162.193865.63
1342.193168.413873.29
1342.193169.593880.87
1346.823178.53898.18
1347.853180.673913.39
1351.283187.993915.37
1354.693209.393917.29
1357.473224.483936.69
1363.513228.683937.26
1368.873232.693942.63
1368.933249.013961.77
1369.773263.594010.82
1369.773268.434013.79
1384.623279.54016.63
1384.723298.54016.69
1395.493300.634019.05
1418.443305.74022.55
1420.453309.874025.95
1432.133313.294048.3
1436.173344.374048.47
1437.133347.234051.93
1437.53355.714053.18
1438.263358.894071.34
1439.023370.934137.58
1442.173372.354146.85
1450.553374.84152.02
1451.963379.874155.63
1477.833382.114165.31
1488.373437.914173.85
1492.543453.354177.95
15003479.44202.74
1506.753524.224213.23
1510.953533.014218.77
1523.193546.84225.61
1526.793551.474235.18
1531.663551.484240.25
1531.783560.14246.41
1570.793582.354270.62
1574.193603.894277.68
1576.353621.624284.16
1578.953630.74296.03
1578.953657.734296.94
1595.743676.894303.67
1595.743685.494338.52
1606.063703.384354.87
1617.773706.764416
1628.573707.384426
1660.253711.414436.91
16653716.264441.28
1666.673733.544448.22
1678.23736.094485.17
16803797.274498.64
1682.243797.384519.43
1682.293808.624538.41
1682.33823.764556.5
1687.123873.294579.49
1697.873898.184596.34
1704.563915.374617.73
1717.023917.294659.79
1722.493925.444670.94
1723.993961.774676.69
1736.263981.814701.95
1749.784010.824740.25
1754.394014.384744.29
1772.484016.694755.75
1774.074019.054759.99
1775.154048.474801.52
1775.714079.014805.27
1780.74081.464823.28
1785.714137.584828.49
1787.234146.854835.88
1796.414155.634896.73
1799.044173.854967.76
1808.14218.774981.19
1808.14228.674990.85
1811.184235.184999.88
1812.814240.255040.6
1826.254284.165051.67
1827.964296.945137.72
1856.114301.785183.76
1864.564303.675213.21
1866.674325.635310.28
18754338.525370.33
1909.0944165556.17
1913.8844265580.37
1923.084468.835587.93
1948.054474.895596.61
1953.674538.415642.72
1956.034556.55646.12
1964.294579.495679.06
1973.684617.735689.76
2040.824659.795708.48
2068.794701.955708.97
2127.664759.995751.63
2127.664828.495769.92
2142.864835.885774.8
2148.944858.955787.4
2197.84913.175834.42
2203.584990.855859.66
22205040.65885.89
2232.145051.675890.39
2232.145069.75935.95
2270.275137.725937.73
2304.265356.466176.42
2325.85370.336230.5
2327.395486.576268.52
2339.185587.936373.16
2344.635596.616374.97
2350.435655.956389.98
2366.865689.766463.17
2410.715708.486732.67
2435.275708.977030.48
2443.375751.637062.59
2474.795769.927110.98
2487.315774.87430.03
2498.075873.747469.6
2538.075890.397593.16
2547.176176.427614.06
2551.446268.527617.62
2559.86292.237928.85
26006544.017935.78
2607.116619.557937.04
2611.617034.918149.02
2614.917185.498475.62
2616.827268.278481.7
2637.367430.038798.03
2671.057617.629006.61
2678.577641.779103.8
2678.817774.199175.66
2714.937935.789400.98
2718.457937.049522.03
2883.128149.029572.98
2926.838248.539628.41
2928.838475.629802.14
3364.498492.779862.54
3424.428873.739988.43
3457.459175.6610211.84
3537.079400.9810431.2
3688.229522.0310657.94
3703.79581.7810676.9
3706.589628.4110686.68
3780.569802.1411430.79
3829.7910686.6811814.7
4166.6711178.4912491.17
4184.4511430.7912902.48
4680.8511814.713118.33
4716.9812811.9514677.45
4725.2713419.5916411.91
4787.2315604.4417136.09
4838.7116411.9117379.04
5368.4216994.421780.54
5529.7920971.6624606.97
6848.8523785.1125078.66
6849.3224804.727682.49
8218.6234547.5934924.31
10238.2139906.7339906.73
19433.9670593.3771059.18
Sheet1
Frequency
Bin
Frequency
non-farm income
Sheet2
Frequency
Frequency
farm income
Sheet3
Frequency
Frequency
total income
0.27990.33290.23260.300.3
0.29820.35460.25190.350.35BinFrequency
0.29890.38180.2530.400.40.303
0.3020.44040.27020.450.450.357
0.31240.46160.2750.500.50.408
0.32440.47560.27820.550.550.457
0.32640.4760.28690.600.60.507
0.33080.5360.30010.650.650.552
0.33460.55280.30060.700.70.602
0.34220.5590.3040.750.750.650
0.35250.60220.30650.80.701
0.35510.61850.31470.850.751
0.36740.62950.31720.9
0.3680.6380.32630.95
0.37030.6460.32961
0.3770.64820.3327
0.38020.66680.3368
0.39420.66880.3441
0.40530.67980.3444
0.41340.68280.3444
0.43360.68650.359
0.43410.70460.3678BinFrequency
0.43710.71480.3690.300
0.43740.72510.37380.351
0.44240.72560.38610.402
0.45030.73250.38780.451
0.45210.75850.40510.503
0.46170.76640.40990.551
0.48140.76740.41790.602
0.49240.77420.43360.656
0.49410.78380.43450.705
0.49710.81920.44780.755
0.51510.84010.46250.805
0.52110.85240.48850.852
0.57990.86030.56090.903
0.59540.88140.56280.950
0.6540.96550.63141.002
0.73370.98440.6674
BinFrequency
0.307
0.3513
0.406
0.456
0.502
0.550
0.602
0.651
0.701
Frequency
Frequency
Gini(farm)
Frequency
Frequency
Gini(non-farm)
Frequency
Frequency
Gini(total)
1) non-farm294.121292.061586.181) Gini(farm)0.29890.67980.3006
2) farm443.35446.41889.762) Gini(non-farm)0.43410.61850.3444
3) total327.531097.431424.963) Gini(total)0.52110.66880.4885
384.041577.991962.030.43710.35460.2702
564.91316.071880.970.3770.71480.3172
02048.562048.560.3020.60220.2782
01046.841046.840.43360.5590.3738
0288.22288.220.46170.73250.4179
389.14781.391170.520.44240.55280.3441
01932.121932.120.3680.72510.3444
259.461304.241563.70.29820.66680.3001
191.221552.41743.620.40530.68280.359
01496.331496.330.32640.76740.3296
01281.331281.330.39420.84010.3678
810.811218.852029.660.27990.78380.253
300.01152.04452.050.37030.5360.3147
01721.551721.550.43740.77420.369
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