fiscal space: reconciling fiscal policy and infrastructure investment timothy irwin infrastructure...
TRANSCRIPT
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Fiscal space: Reconciling fiscal policy and infrastructure investment
Timothy IrwinInfrastructure Economics and FinancePEAM Course, 22 March 2005
Draft
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Trade offs between tariffs and investment are inevitable (holding taxes constant)WaterPowerCost recovery
Draft
Chart1
0
0.000099
0.000392
0.000873
0.001536
0.002375
0.003384
0.004557
0.005888
0.007371
0.009
0.010769
0.012672
0.014703
0.016856
0.019125
0.021504
0.023987
0.026568
0.029241
0.032
0.034839
0.037752
0.040733
0.043776
0.046875
0.050024
0.053217
0.056448
0.059711
0.063
0.066309
0.069632
0.072963
0.076296
0.079625
0.082944
0.086247
0.089528
0.092781
0.096
0.099179
0.102312
0.105393
0.108416
0.111375
0.114264
0.117077
0.119808
0.122451
0.125
0.127449
0.129792
0.132023
0.134136
0.136125
0.137984
0.139707
0.141288
0.142721
0.144
0.145119
0.146072
0.146853
0.147456
0.147875
0.148104
0.148137
0.147968
0.147591
0.147
0.146189
0.145152
0.143883
0.142376
0.140625
0.138624
0.136367
0.133848
0.131061
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0.124659
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0.074529
0.067712
0.060543
0.053016
0.045125
0.036864
0.028227
0.019208
0.009801
`
Feasible investment
Tariff
Fiscally possible investment
Sheet1
alpha1
beta1
Feasible investment
00.000
0.010.000
0.020.000
0.030.001
0.040.002
0.050.002
0.060.003
0.070.005
0.080.006
0.090.007
0.10.009
0.110.011
0.120.013
0.130.015
0.140.017
0.150.019
0.160.022
0.170.024
0.180.027
0.190.029
0.20.032
0.210.035
0.220.038
0.230.041
0.240.044
0.250.047
0.260.050
0.270.053
0.280.056
0.290.060
0.30.063
0.310.066
0.320.070
0.330.073
0.340.076
0.350.080
0.360.083
0.370.086
0.380.090
0.390.093
0.40.096
0.410.099
0.420.102
0.430.105
0.440.108
0.450.111
0.460.114
0.470.117
0.480.120
0.490.122
0.50.125
0.510.127
0.520.130
0.530.132
0.540.134
0.550.136
0.560.138
0.570.140
0.580.141
0.590.143
0.60.144
0.610.145
0.620.146
0.630.147
0.640.147
0.650.148
0.660.148
0.670.148
0.680.148
0.690.148
0.70.147
0.710.146
0.720.145
0.730.144
0.740.142
0.750.141
0.760.139
0.770.136
0.780.134
0.790.131
0.80.128
0.810.125
0.820.121
0.830.117
0.840.113
0.850.108
0.860.104
0.870.098
0.880.093
0.890.087
0.90.081
0.910.075
0.920.068
0.930.061
0.940.053
0.950.045
0.960.037
0.970.028
0.980.019
0.990.010
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Cash flows from a typical infrastructure project can be bad for the cash deficit, good for solvency
Draft
Chart1
0
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0.009
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0.014703
0.016856
0.019125
0.021504
0.023987
0.026568
0.029241
0.032
0.034839
0.037752
0.040733
0.043776
0.046875
0.050024
0.053217
0.056448
0.059711
0.063
0.066309
0.069632
0.072963
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0.086247
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0.125
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0.134136
0.136125
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0.146853
0.147456
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0.148104
0.148137
0.147968
0.147591
0.147
0.146189
0.145152
0.143883
0.142376
0.140625
0.138624
0.136367
0.133848
0.131061
0.128
0.124659
0.121032
0.117113
0.112896
0.108375
0.103544
0.098397
0.092928
0.087131
0.081
0.074529
0.067712
0.060543
0.053016
0.045125
0.036864
0.028227
0.019208
0.009801
`
Feasible investment
Tariff
Fiscally possible investment
Chart2
-30
-50
-10
10
10.4
10.816
11.24864
11.6985856
12.166529024
12.653190185
13.1593177924
13.6856905041
14.2331181242
14.8024428492
15.3945405632
16.0103221857
16.6507350731
17.316764476
18.0094350551
18.7298124573
19.4790049556
Cash flow
Year
Cash flow
DCF
NPV at dr3.83
dr0.1
g0.04
Year
Cash flowPV
0-30.00-30.00
1-50.00-45.45
2-10.00-8.26
310.007.51
410.407.10
510.826.72
611.256.35
711.706.00
812.175.68
912.655.37
1013.165.07
1113.694.80
1214.234.54
1314.804.29
1415.394.05
1516.013.83
1616.653.62
1717.323.43
1818.013.24
1918.733.06
2019.482.90
Trade off
alpha1
beta1
Feasible investment
00.000
0.010.000
0.020.000
0.030.001
0.040.002
0.050.002
0.060.003
0.070.005
0.080.006
0.090.007
0.10.009
0.110.011
0.120.013
0.130.015
0.140.017
0.150.019
0.160.022
0.170.024
0.180.027
0.190.029
0.20.032
0.210.035
0.220.038
0.230.041
0.240.044
0.250.047
0.260.050
0.270.053
0.280.056
0.290.060
0.30.063
0.310.066
0.320.070
0.330.073
0.340.076
0.350.080
0.360.083
0.370.086
0.380.090
0.390.093
0.40.096
0.410.099
0.420.102
0.430.105
0.440.108
0.450.111
0.460.114
0.470.117
0.480.120
0.490.122
0.50.125
0.510.127
0.520.130
0.530.132
0.540.134
0.550.136
0.560.138
0.570.140
0.580.141
0.590.143
0.60.144
0.610.145
0.620.146
0.630.147
0.640.147
0.650.148
0.660.148
0.670.148
0.680.148
0.690.148
0.70.147
0.710.146
0.720.145
0.730.144
0.740.142
0.750.141
0.760.139
0.770.136
0.780.134
0.790.131
0.80.128
0.810.125
0.820.121
0.830.117
0.840.113
0.850.108
0.860.104
0.870.098
0.880.093
0.890.087
0.90.081
0.910.075
0.920.068
0.930.061
0.940.053
0.950.045
0.960.037
0.970.028
0.980.019
0.990.010
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Public investment in infrastructure has declined in Latin America as percentage of GDP
Draft
Readme
Using data from: Infrastructure Investment.xls
Pato, lo ltimo que necesito son 2 grficos de inversin / GDP parecidos a los que metimos en el papel.
Deben representar la media de los 7 pases que tenemos. Hagamos 2 versiones: ponderada y sin ponderar.
(1) Inversin total / GDP, total y por sector:sin ponderar por GDPFig 1
ponderada por GDPFig 2
(2) Inversin pblica / GDP, total y por sector:sin ponderar por GDPFig 3
ponderada por GDPFig 4
Total 4 figures
4 sectores:roads and rails
power
water
telecommunications
7 paises :ARG
BOL
BRA
CHL
COL
MEX
PER
GDP
GDP
gdp_usd_m
yearARGBOLBRACHLCOLMEXPERTOTALARG (ratio)BOL (ratio)BRA (ratio)CHL (ratio)COL (ratio)MEX (ratio)PER (ratio)CHECK
1980769622781.4235020275723340019436020658590753.40.130.000.400.050.060.330.031.00
1981786772889.2263560326453638825008024968689207.20.110.000.380.050.050.360.041.00
1982843072983.3281680243403896917372024816630815.30.130.000.450.040.060.280.041.00
19831039802672.3203300197713873214887019130536455.30.190.000.380.040.070.280.041.00
1984790922709.5209020192333825217563019846543782.50.150.000.380.040.070.320.041.00
1985896623122.7222940164863489518447018838570413.70.160.010.390.030.060.320.031.00
19861015303959.4268140177233494312944017977573712.40.180.010.470.030.060.230.031.00
198710937043482940802069436373140260239056290300.170.010.470.030.060.220.041.00
19881270504597.6329910241543921318314012376720440.60.180.010.460.030.050.250.021.00
19897662847164487602754739540222980205778407480.090.010.530.030.050.270.021.00
19901413504867.6464990303234027426271026294970808.60.150.010.480.030.040.270.031.00
19911897105343.34077303465041240314450238041016927.30.190.010.400.030.040.310.021.00
19922287805643.93905704188249214363610360841115783.90.210.010.350.040.040.330.031.00
19932367505734.74383004447455798403200348351219091.70.190.000.360.040.050.330.031.00
19942577005981.25462305091981709420780449101408229.20.180.000.390.040.060.300.031.00
19952581006715.27041706521692506286170536361466513.20.180.000.480.040.060.200.041.00
19962722407396.97749306856897146332340558141608434.90.170.000.480.040.060.210.031.00
19972930107925.780775075286106670400870591261750637.70.170.000.460.040.060.230.031.00
19982991008497.57877407306398811421010568311745052.50.170.000.450.040.060.240.031.00
19992836608285.15366307304684847480490515971518555.10.190.010.350.050.060.320.031.00
20002843508355.76017307551583220580750534661687386.70.170.000.360.040.050.340.031.00
20012688307969.35089906645082411623890542181612758.30.170.000.320.040.050.390.031.00
MORE Data on inv
Simple AverageSimple Average
TOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATE
TOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATEGDPTOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATEinv_road_tgdpinv_road_ugdpinv_road_rgdpinv_rail_tgdpinv_rail_ugdpinv_rail_rgdpinv_roadrail_tgdpinv_roadrail_ugdpinv_roadrail_rgdpinv_power_tgdpinv_power_ugdpinv_power_rgdpinv_gas_tgdpinv_gas_ugdpinv_gas_rgdpinv_water_tgdpinv_water_ugdpinv_water_rgdpinv_telcom_tgdpinv_telcom_ugdpinv_telcom_rgdpinv_total_tgdpinv_total_ugdpinv_total_rgdp
cnumccodecnameyearinv_road_tinv_road_uinv_road_rinv_rail_tinv_rail_uinv_rail_rinv_roadrail_tinv_roadrail_uinv_roadrail_rinv_power_tinv_power_uinv_power_rinv_gas_tinv_gas_uinv_gas_rinv_water_tinv_water_uinv_water_rinv_telcom_tinv_telcom_uinv_telcom_rinv_total_tinv_total_uinv_total_rgdp_usd_minv_road_tgdpinv_road_ugdpinv_road_rgdpinv_rail_tgdpinv_rail_ugdpinv_rail_rgdpinv_roadrail_tgdpinv_roadrail_ugdpinv_roadrail_rgdpinv_power_tgdpinv_power_ugdpinv_power_rgdpinv_gas_tgdpinv_gas_ugdpinv_gas_rgdpinv_water_tgdpinv_water_ugdpinv_water_rgdpinv_telcom_tgdpinv_telcom_ugdpinv_telcom_rgdpinv_total_tgdpinv_total_ugdpinv_total_rgdpYearRoadsRoadsRoadsRailRailRailRoads plus RailsRoads plus RailsRoads plus RailsPowerPowerPowerGasGasGasWaterWaterWaterTelecommunicationsTelecommunicationsTelecommunicationsTotalTotalTotal
1ARGArgentina1980483.2483.202212210704.2704.201273.21273.2096.296.20125.5125.50360.2360.202559.22559.20769620.62784231180.627842311800.28715469970.287154699700.91499701150.914997011501.65432291261.654322912600.12499675160.124996751600.16306748790.163067487900.46802318030.468023180303.32527740963.3252774096019800.69770324130.66350071210.03413337580.52166180930.40154210210.12011970721.21936505071.06504281420.15425308311.53003261571.50529585920.02473675650000.15960643530.15189212640.00771430880.54309614140.49684799730.04625422263.46940444053.23644606950.2334719869
1ARGArgentina1981430.1430.10187.7187.70617.8617.801402.91402.9080.680.6093.193.10402.4402.402596.82596.80786770.54666548040.546665480400.23857035730.238570357300.78523583770.785235837701.78311323511.783113235100.10244417050.102444170500.1183319140.11833191400.51145824070.511458240703.30058339793.3005833979019810.75288085180.72089736910.03198348270.56810675110.46930910.09879765111.32098760291.19020646920.13078113381.50500224971.48783427390.01716797580000.20318130870.19994474570.0032365630.44754278950.38559723590.06194555373.49134883243.27772315390.2131884423
1ARGArgentina19823403400218.2218.20558.2558.201440.51440.5068.868.80105.9105.90242.3242.302415.62415.60843070.40328798320.403287983200.25881599390.258815993900.66210397710.662103977101.70863629351.708636293500.08160650950.081606509500.12561234540.125612345400.28740199510.287401995102.86524250662.8652425066019820.66375488080.6337003190.02999699520.55822051960.48054230790.07815706781.22197540041.11424262690.1081540631.67082151041.65190389010.01891762030000.21735057730.21470511150.00264546580.38455717350.31684739050.06770471143.50679866663.3089605880.1978956451
1ARGArgentina19833673670304304067167101475.31475.30101.9101.9092.692.60247.5247.502588.32588.301039800.35295249090.352952490900.29236391610.292363916100.6453164070.64531640701.41883054431.418830544300.09799961530.097999615300.08905558760.089055587600.23802654360.238026543602.48922869782.4892286978019830.6127032210.58752003470.02518318630.44516223110.37414981640.07101241471.05786545210.9616698510.09619560111.74932250121.7326419170.01668058420000.19855417810.19612897590.00235052510.54400882350.4178752930.12613353043.5632163153.32239065910.2407439519
1ARGArgentina1984472.3472.3053053001002.31002.301255.81255.80104.8104.80113.1113.10192.6192.602668.62668.60790920.5971526830.59715268300.67010569970.670105699701.26725838261.267258382601.58777120321.587771203200.13250391950.132503919500.14299802760.142998027600.24351388260.243513882603.37404541553.3740454155019840.76507836150.72207129810.04300706330.49478476570.42400029860.0707844671.25986312711.14607159680.11379153041.71574296741.6865451550.02919781250000.23051805860.22881572220.00170233640.39847883460.29491269190.10356614273.62405936453.3757947080.2482646565
1ARGArgentina1985452.3452.30217.1217.10669.4669.401150.41150.4050.150.101051050182.6182.602157.52157.50896620.50445004570.504450045700.24213156080.242131560800.74658160650.746581606501.28304075311.283040753100.0558765140.05587651400.11710646650.117106466500.20365372180.203653721802.40625906182.4062590618019850.72680052490.68127186540.04552865940.34739647260.30589128330.04150518931.07419699750.98716314880.08703384871.79362231071.76479039950.02882550330000.21679819710.2148190820.00152163560.44226653090.36912748350.07314545523.53444985493.34384757750.1905264429
1ARGArgentina1986544.2544.20235.8235.8078078001426.81426.8062.662.60135.6135.60337.8337.802742.92742.901015300.53599921210.535999212100.23224662660.232246626600.76824583870.768245838701.40529892641.405298926400.06165665320.061656653200.13355658430.133556584300.3327095440.33270954402.70156603962.7015660396019860.62090412150.59139846240.02950565910.3584723420.33146576680.02736738020.97937646350.92286422930.05687303931.42368560481.39364267720.03004292760000.21782050210.21450020070.00332030140.52097224910.47085092940.05012664743.15059521743.01023762950.1403629157
1ARGArgentina1987591.9591.90229.2229.20821.1821.102207.52207.50524.5524.50131.7131.7072772704411.74411.701093700.54119045440.541190454400.20956386580.209563865800.75075432020.750754320202.0183779832.01837798300.47956478010.479564780100.12041693330.120416933300.66471610130.664716101304.03373868524.0337386852019870.56640185050.54421309030.02218876010.29355734560.2845534750.0090636310.8599591960.82876656530.03125239111.57180429541.5407998010.03094473410000.21373832520.20298517120.01069339360.5804439360.5122017140.06824222193.29455025383.15335775270.1408041825
1ARGArgentina1988573.7573.70212.4212.40786.1786.101734.51734.50189.5189.50124.1124.101627.11627.104461.34461.301270500.45155450610.451554506100.16717827630.167178276300.61873278240.618732782401.3652105471.36521054700.14915387640.149153876400.09767807950.097678079501.28067689891.280676898903.51145218423.5114521842019880.55917945430.52102302070.03815643360.30067014460.2272609230.07340922160.8598495990.74828394380.11156565521.46004863151.41345962540.04658900610000.23702233490.22495721660.01194968760.570432980.42180742310.14862555693.14853801082.83023425690.3184191847
1ARGArgentina1989401.1401.10214.4214.40615.5615.50692.8692.8066.966.9078.478.40601.8601.802055.32055.30766280.52343790780.523437907800.2797932870.27979328700.80323119490.803231194900.90410815890.904108158900.08730490160.087304901600.10231247060.102312470600.78535261260.785352612602.6821788382.682178838019890.53478402580.50081384890.03397017690.23233529150.17985934080.05247595070.76711931730.68067318970.08644612761.16041521920.92030569430.24010952480000.21936680210.20175945240.01760734970.44665342060.31030165460.1363517662.60597211522.12545734710.4805147681
1ARGArgentina19902392390158.9158.90397.9397.90745.9745.9067.867.8084.184.1072372302018.72018.701413500.16908383450.169083834500.11241598870.112415988700.28149982310.281499823100.52769720550.527697205500.04796604170.047966041700.05949770070.059497700700.51149628580.511496285801.4281570571.428157057019900.48589920560.4187407430.06715846250.16057086060.10163734730.05893351330.64647006620.52037809030.12609197591.07844149850.78794991250.29054591670000.20148828820.17646633320.0250219550.58761463310.31277906950.27483556362.52096278251.80447044350.7164954113
1ARGArgentina1991262154108188.5130.957.6450.5284.9165.6777777042.642.6096.986.410.5385.60385.61752.61190.9561.71897100.13810552950.08117653260.05692899690.09936218440.06900005270.03036213170.23746771390.15017658530.08729112860.40957250540.409572505400.02245532660.022455326600.05107796110.04554319750.00553476360.203257603700.20325760370.92383111060.62774761480.296083495919910.59359161550.48591945250.1076721630.12064926950.06282721350.05749468460.7142408850.5487466660.16516684751.02946184050.78137587960.24814597490000.19478720310.17491600250.01993121450.57819547860.21195107580.36624440282.5198774561.72037023090.7994884398
1ARGArgentina1992337.6222.1115.5355.7215.9139.8693.3438255.31529.71529.702052050141127.713.31292.801292.83861.82300.41561.42287800.14756534660.09708016440.05048518230.15547687730.09437013720.06110674010.3030422240.19145030160.11159192240.66863362180.668633621800.08960573480.089605734800.06163126150.05581781620.00581344520.565084360500.56508436051.68799720261.00550747440.682489728119920.69214916430.56540711670.12674204760.14596440040.07089307790.07507132250.83811356470.63630019470.20181337011.29603685941.0244913130.27154554640000.24529873790.17618875280.06910998510.76178680870.25458925760.50719755113.15426480882.10434523841.0496664527
1ARGArgentina1993474.3322.7151.6379.2158.7220.5853.5481.4372.11739.2173.91565.3567.1349.1218458356.5101.52036.802036.85654.61360.94293.62367500.20033790920.13630411830.06403379090.16016895460.0670327350.09313621960.36050686380.20333685320.15717001060.73461457230.07345300950.66116156280.23953537490.14745512140.09208025340.19345300950.15058078140.04287222810.860316789900.86031678992.38842661030.57482576561.813558606119930.73055537770.57635109930.15416326880.14671515070.06518018290.08153496790.87727052850.64153128220.23569823671.16143945030.61131127090.5501537820000.28394229450.17159803480.11234425970.92531864760.26620654220.65911536473.2819735551.71150107111.5704343284
1ARGArgentina1994623.6428195.6404.335.9368.51027.9463.9564.11502138.31363.7666.711.76553802371432237.202237.25813.8850.94962.92577000.24198680640.16608459450.07590221190.15688785410.01393092740.14299573150.39887466050.18001552190.21889794330.58284827320.05366705470.52918121850.25871168020.0045401630.25417151730.14745828480.0919674040.05549088090.868141249500.86814124952.25603414820.33019014361.925844004719940.87988017050.69323590430.18667607580.20543967180.05753633150.14790888391.08531984230.75077223570.33458495981.26664963560.56156025530.70508938020000.23230412330.14874275010.08356137330.8664095540.19562450310.67077904053.4876711611.65707768571.8305616656
1ARGArgentina1995631436.5194.443152.3378.71062488.8573.11104.61011003.6923.80923.8338892492044020445472.3678.84793.52581000.24447888420.16912049590.07531964350.16698953890.02026346380.14672607520.41146842310.18938395970.22204571870.42797365360.03913211930.38884153430.357923285500.35792328550.13095699340.03448275860.09647423480.791941108100.79194110812.12022471910.26299883771.857225881419950.71609314020.61950634320.0965812620.16692958750.08575385860.0811757290.88302272770.70526020170.1777569911.13527411170.46051648320.67475762850000.24029538850.1398794560.10041593251.06516922370.16699197560.89817724813.37487736361.47264811661.902011518
1ARGArgentina1996527.4338.1189.3414.938.4376.5942.3376.5565.8969.6100869.6535.80535.8338.5128.52101710017104496.26053891.22722400.1937261240.12419188950.06953423450.15240229210.01410520130.13829709080.34612841610.13829709080.20783132530.35615633260.0367322950.31942403760.196811636800.19681163680.12433881870.04720099910.07713781960.628122245100.62812224511.65155744930.2222303851.429327064419960.78389302770.63852793890.14537597860.17908831010.10635920330.07272910680.96298133780.74488714230.21810508541.51183787690.54045456090.97139802150000.28939567220.11980383560.16959183661.1862103380.1347562081.05145412993.97873860271.53988521092.4388325574
1ARGArgentina1997724.1513211.1334.630.9303.71058.7543.9514.81089.9113976.9449.60449.6386.788.4298.31287012874271.9745.33526.62930100.24712467150.17507934880.07204532270.11419405480.01054571520.10364833960.36131872630.1856250640.17569366230.37196682710.03856523670.33340159040.153441862100.15344186210.13197501790.03016961880.10180539910.439234155800.43923415581.45793658920.25435991951.203576669719970.73371969810.54582963810.18789005990.16548557410.11734502610.04814054810.89920527220.66317466420.2360306081.47915377550.59162165080.88753212470000.32520469520.16389000910.16131468611.21759743580.17962642361.03797101213.94326525381.59830112382.3449605662
1ARGArgentina1998779.2478.6300.6270.124.9245.21049.3503.5545.8138096.21283.8361.60361.6236.286.21501547015474574.1685.93888.22991000.2605148780.16001337350.10050150450.09030424610.00832497490.08197927110.3508191240.16833834840.18248077570.46138415250.03216315610.42922099630.120896021400.12089602140.07897024410.02881979270.05015045140.517218321600.51721832161.52928786360.22932129721.299966566419980.83485146640.49158018030.34326060650.10497547350.06628171260.03869376090.93982693990.55786189290.38195436741.49052367450.55972283890.93081529320000.37156240580.20367581780.1678865881.27486372130.18720550621.08764715074.0940816121.50833923582.585738983
1ARGArgentina1999814.7504.7310.1286.326.32601101531570.11043.383.3960270.50270.5241.573.7167.81653016534309.3687.93621.42836600.28721004020.17792427550.10932101810.10093069170.00927166330.09165902840.38814073190.18719593880.20098004650.36779947820.02936614260.33843333570.09536064300.0953606430.0851371360.02598180920.05915532680.582739899900.58273989991.5191778890.24250863711.276669251919990.80227168370.47033992330.33210922320.12477013180.08240477590.04236535590.92704181550.55274469920.37447457911.49715028410.44889544191.04825750440000.25098778040.13898570630.11200207411.18617744990.18849134360.99768610633.87498591431.32908446772.5459014466
1ARGArgentina2000578.2358.1220.1207.719188.7785.9377.1408.81122.4101.11021.3164.80164.8181.479.2102.21904019044158.5557.43601.12843500.20334095310.12593634610.0774046070.07304378410.00668190610.0663618780.27638473710.13261825220.1437664850.3947248110.0355547740.35917003690.057956743400.05795674340.06379461930.02785299810.03594162120.669597327200.66959732721.46245823810.19602602431.266432213820000.81308499980.43987472610.37319310760.13371480410.09276040880.04093013590.9467998040.53263513490.41412324351.12064077170.42512986260.69551090910000.33478585180.20210912550.1326956441.32499995170.19430012041.08929494933.73567934351.35419140962.3398853629
1ARGArgentina2001435.3226.7208.6144.612.4132.2579.9239.1340.81146.297.61048.6170.20170.2190.379.7110.686908692955.6416.42539.22688300.16192389240.0843283860.07759550650.05378863970.00461258040.04917605920.21571253210.08894096640.12677156570.4263661050.03630547190.39006063310.063311386400.06331138640.07078823050.02964698880.04114124170.323252613200.32325261321.09943086710.15489342710.9445374420010.92449299680.51117698140.4133423640.14551298470.10493208090.04055455521.07000598150.61610906230.45389691921.03354392810.4399006830.59364324510000.419045540.25777972850.16126581151.20318245550.10229142660.99907831923.73464593631.41607861062.2169142508
2BOLBolivia198058.553.74.834.22410.292.777.71556.652.34.32.81.51.336.835.71.1188.8167.121.82781.42.10325735241.93068239020.17257496221.2295966060.86287481120.36672179483.33285395842.79355720140.5392967572.03494642991.88034802620.15459840370000.1006687280.05392967570.04673905231.32307471061.28352628170.03954842886.78794851516.00776587330.7837779535
2BOLBolivia198156.351.94.433.422.311.189.774.215.53734.22.87.87.40.42317.45.6157.5133.124.32889.21.94863630071.7963450090.15229129171.15602935070.77183995570.3841893953.10466565142.56818496470.53648068671.28063131661.18371867650.09691264020000.26997092620.25612626330.01384466290.79606811570.60224283540.19382528045.451336014.60681157410.8410632701
2BOLBolivia198257.853.34.530.220.49.98873.714.444.240.93.37.26.90.317.410.37.1156.9131.725.22983.31.93745181511.78661214090.15083967421.01230181340.6838065230.33184728322.94975362852.47041866390.48268695741.48158079981.37096503870.11061576110000.24134347870.23128750040.01005597830.58324674020.34525525420.23799148595.259276644.41457446450.8447021754Weighted AverageWeighted Average
2BOLBolivia198341.237.63.615.211.33.956.448.97.537.134.32.84.44.10.340.930.410.5138.7117.7212672.31.54174306781.40702765410.13471541370.56879841340.42285671520.14594169822.11054148111.82988436930.28065711191.388317181.28353852490.10477865510000.16465217230.15342588780.01122628451.53051678331.13759682670.39291995665.19028552184.40444560870.7858399132inv_road_tgdpinv_road_ugdpinv_road_rgdpinv_rail_tgdpinv_rail_ugdpinv_rail_rgdpinv_roadrail_tgdpinv_roadrail_ugdpinv_roadrail_rgdpinv_power_tgdpinv_power_ugdpinv_power_rgdpinv_gas_tgdpinv_gas_ugdpinv_gas_rgdpinv_water_tgdpinv_water_ugdpinv_water_rgdpinv_telcom_tgdpinv_telcom_ugdpinv_telcom_rgdpinv_total_tgdpinv_total_ugdpinv_total_rgdp
2BOLBolivia19846457.16.911.39.61.775.366.78.669.864.55.36.36.10.215.28.86.4166.7146.220.52709.52.36205942062.10739988930.25465953130.41705111640.35430891310.06274220342.7791105372.46170880240.31740173462.57612105552.38051300980.19560804580000.23251522420.22513378850.00738143570.56098911240.32478317030.23620594216.1524266475.39582948880.7565971581YearRoadsRoadsRoadsRailRailRailRoads plus RailsRoads plus RailsRoads plus RailsPowerPowerPowerGasGasGasWaterWaterWaterTelecommunicationsTelecommunicationsTelecommunicationsTotalTotalTotal
2BOLBolivia198572.2648.28.67.70.980.871.79.181.575.565.350.217.416.41184.9168.616.33122.72.31210170692.04950843820.26259326860.27540269640.2465814840.02882121242.58750440322.29608992220.29141448112.60992090182.41777948570.19214141610000.16972491750.16011784670.00640471390.55721010660.52518653730.03202356935.92115797235.39917379190.521984180419800.29800928780.27710377970.02088858060.74963597330.56473648730.1848994861.04764526110.8418402670.20578806661.62793815491.62456957510.00336857990000.22681206740.22633809640.0004739710.39073833510.2774931130.11326214973.30940118162.98650841450.3229096946
2BOLBolivia19866357.35.715.111.83.478.169.19.136.8297.84.53.80.730.527.53149.9129.320.63959.41.59115017431.4471889680.14396120620.38137091480.29802495330.08587159671.97252108911.74521392130.22983280290.92943375260.73243420720.19699954540000.11365358390.09597413750.01767944640.77031873520.69454967920.07576905593.78592716073.265646310.520280850619810.30030156390.27949504880.02080651510.85202243970.73826854970.113753891.15232400361.01776359850.13456040511.66684271441.66280909430.00403362010000.26473896380.26436171880.0003772450.42296424070.33045214850.09251209223.51856451883.2870666470.2314978718
2BOLBolivia198768.1635.115.5150.583.6785.642.133.193.90.9325.622.63155.2134.620.543481.56623735051.44894204230.11729530820.35648574060.34498620060.011499541.92272309111.79392824290.12879484820.96826126950.76126954920.20699172030000.08969641210.0206991720.06899724010.58877644890.51977920880.06899724013.56945722173.0956761730.471481140819820.27161674740.2523559590.01924493590.74327620140.65085612220.09243593171.01489294890.90321208130.11168086761.96716851991.96265055710.00451796270000.25677880670.25639834670.000380460.44501140030.33851430050.10648124743.69474234383.47169765860.2230605377
2BOLBolivia198874.6659.629227103.68716.646.132.11410.36.93.421.316.35181.3142.438.94597.61.62258569691.41378110320.20880459370.63076387680.47851052720.15225334962.25334957371.89229163040.36105794331.00269705930.69819036020.30450669910000.22402992870.15007830170.07395162690.46328519230.35453279970.10875239263.9433617543.09726813990.846093614119830.3192251060.30710853260.01211657340.71551161860.58422388590.13128773261.03473672460.89133241860.1434043061.64841320421.6463999890.00201321530000.23073683870.23047586630.00024233150.47539841620.28774065610.18765776013.40826160173.07496262970.3332616902
2BOLBolivia198972.3684.334.61915.6106.98719.954.530.823.710.65.25.415.77.78187.7130.75747161.53307888041.44189991520.09117896520.73367260390.40288379980.33078880412.26675148431.8447837150.42196776931.15564037320.65309584390.50254452930000.22476675150.11026293470.11450381680.33290924510.1632739610.16963528413.98006785412.77141645461.208651399519840.30504843390.28945396370.01559447020.87170881740.70680832870.16490048871.17675725130.99626229240.18049495891.39024334181.38834920210.00189413970000.2064612230.20625893620.00020228680.47802200330.28897583130.1890461723.27077462042.89911867340.371655947
2BOLBolivia19907061.38.715.687.685.669.316.361.833.128.7123.98.144.429.415203.8135.768.14867.61.43808036811.25934752240.17873284580.3204864820.16435204210.156134441.75856685021.42369956450.33486728571.2696195250.68000657410.58961295090000.24652806310.08012162050.16640644260.91215383350.60399375460.30816007894.18686827182.78782151371.399046758219850.24836360.228606010.019757590.66509622750.56416947910.10092674840.91345982750.79277548910.12068433841.43758819261.43522148920.00234917220000.22843069860.22823785610.00017531140.45808857680.2703301130.18777599493.04635039452.73534804650.3109848168
2BOLBolivia199193.577.51614.110.23.8107.687.719.8110.965.745.2136.26.839930270.5168.7101.85343.31.74985495851.45041453780.29944042070.26388187080.19089326820.07111709992.01373682931.6413078060.37055752062.07549641611.22957722760.84591918850000.24329534180.1160331630.12726217880.72988602550.16843523670.56145078885.06241461273.15722493591.905189676819860.30536205950.28094215850.0244199010.48306433680.4352703550.04781141210.78842639620.71621251340.07223131311.4494370351.44574180370.00369523130000.22148728180.22119096610.00029631570.52806946480.39898039510.12910650012.99831413792.79300220810.2053293601
2BOLBolivia1992135.8112.922.921.413.77.7157.2126.630.6133.681.252.4325.426.661.617.644384.5230.8153.65643.92.40613759992.00038980140.40574779850.37917043180.24273994930.13643048252.78530803172.24312975070.5421782812.3671574621.43872145150.92843601060000.56698382320.09567852020.47130530311.09144385970.31184110280.7796027576.81266500124.08937082512.721522351619870.25478911980.24230958780.0124795320.4327456560.41055275580.02220879770.68753477580.65286234360.03468832971.91529815751.91348584330.00179641670000.24033829870.23962291150.00069948970.63769613530.44614724260.19154889273.56426561533.3355165890.2287172313
2BOLBolivia1993140.8113.227.619.814.65.2160.6127.832.8169.139130.1345.128.91073770470.6208.8261.85734.72.45522869551.97394807050.4812806250.34526653530.25459047550.09067605982.80049523082.2285385460.57195668472.94871571310.68007044832.26864526480000.59288192930.08893228940.50394963991.86583430690.64519504071.22063926628.20618340983.64099255414.565190855719880.23069216250.21299465910.01769750340.47418204920.31082368210.16335836710.70487421170.52381834120.18105587051.64432709651.63960776220.00471933430000.25991039370.25925801520.00063849820.76594794910.51399102160.25195692753.40133523852.96299236880.43835675
2BOLBolivia1994161.8136.625.229.414.714.7191.2151.339.9189.235.2154364.931.197.27.290513.6198.5315.15981.22.70514278072.28382264430.42132013640.49154015920.24577007960.24577007963.19668293992.52959272390.6670902163.16324483380.58851066682.57473416710000.60188590920.08192335990.51996254931.62509195480.12037718181.5047147738.58690563773.3187320275.268173610619890.17673547840.14039878770.03633669070.19576615110.1771279860.01863816510.37250162950.31752677380.05497485571.23952718291.19673195770.04279522520000.18275392860.18189754840.00085638030.58076855370.313494650.26727390372.38348470652.01758434160.3659003649
2BOLBolivia1995146.6139.673521.713.3181.6161.320.3236.145.119145.8837.8140.65.4135.2604.1219.8384.26715.22.18310698122.07886585660.10424112460.52120562310.32314748630.19805813682.70431260422.40201334290.30229926143.51590421730.67161067432.8442935430000.68203478680.11913271380.56290207292.09375744580.08041458182.0133428648.99600905413.27317131285.721348582319900.20410820420.12098162290.08312658130.18807002740.11642871730.07164131010.39217823160.23741034020.15476789141.12465011131.07164275220.05301765970000.21078305240.20971178050.00107127190.52356355310.35437469340.16918885972.2581691181.88013373590.3780456827
2BOLBolivia1996161.8155.16.749.738.311.4211.5193.418.125730.4226.684.17.776.42180.3217.7770.7231.8538.97396.92.18740283092.09682434530.09057848560.67190309450.51778447730.15411861732.85930592552.61460882260.24469710283.47442847680.41098297943.06344549740001.13696278170.10409766251.03286511922.94718057560.00405575312.943124822610.41922967733.13374521767.285484459719910.37722460590.2375686050.1396560010.14473994360.04476229520.09995798130.52196454950.28233090020.23961398221.00772198760.97036435150.03736746960000.17626628770.17441758130.00185853990.59671915580.22801039960.36870875632.30685123711.6593024890.6475487481
2BOLBolivia1997130.2119.510.758.552.26.3188.7171.71715018.6131.479.27.371.92250.1224.9643197.7445.37925.71.64275710661.50775325840.13500384820.73810515160.65861690450.07948824712.38086225822.16637016290.21449209531.89257731180.23467958671.65789772510000.99928082060.09210542920.90717539142.83886596770.00126171822.83760424958.11284807652.49441689695.618431179619920.38286087480.23169361020.15116726460.16694989060.04646957180.12048031880.54981076530.2781631820.27164758340.99435025010.95098163720.04336861290000.15810409170.1543130350.00379105670.85382124620.29496751120.5588537352.57446804891.69679809860.8776609879
2BOLBolivia1998179.5123.655.932.829.13.7212.3152.759.6162.315.1147.296.48.887.61910.1190.9662176.6485.48497.52.11238599591.45454545450.65784054130.38599588110.34245366280.04354221832.4983818771.79699911740.70138275961.90997352160.17769932331.73227419830001.13445130920.10355987061.03089143872.24771991760.00117681672.24654310097.79052662552.07825831135.712268314219930.41384089480.22810425170.18572844030.17749280060.0309246630.14656813760.59133369540.25902891470.33229657790.84670414870.67319792270.17351442880000.19626907480.17449056540.02177850940.79742155570.17933023410.61809952442.478263121.31469191371.1635548007
2BOLBolivia1999184.2127.556.836.732.64.1220.9160.160.9247.911.8236.160.35.554.81400.1139.9669.1177.5491.68285.12.22326827681.53890719480.6855680680.44296387490.39347744750.04948642742.66623215171.93238464230.73505449542.99211838120.14242435222.8496940290000.72781257920.06638423190.66142834731.68978044920.0012069861.68857346328.07594356132.14240021245.933543348919940.50628122180.26204541140.24424291160.2521748590.02137436150.23080759860.75845608090.28341977290.47505051020.73473124970.5500098990.18472135080000.14371240140.12863673040.01507567090.77120258550.18060980410.59057857912.4554454631.14349283481.311945527
2BOLBolivia2000200.2139.760.547.4425.4247.6181.765.9124.913.3111.677.8869.81730.1172.9623.4203.1420.28355.72.39596921861.67191258660.7240566320.56727742740.5026508850.06462654242.9632466462.17456347160.78868317441.4947879890.15917278031.33561520880000.93110092510.09574302570.83535789942.07044293120.00119678782.06924614347.46077527922.43067606545.028902425919950.27377182830.18579444090.08797056860.11283226090.02984630480.08298595610.38660408920.21564074570.17095652460.59235061780.43016319250.16218742520000.13913955910.1050723580.0340672010.67618211690.14410371490.5320784021.8572625190.89498001110.9622688701
2BOLBolivia20012231606347.442.15.3270.4202.168.375.915.660.394.612.182.5161.80161.7602.6229.8372.87969.32.79823823922.00770456630.7905336730.59478247780.5282772640.06650521383.3930207172.53598183030.85703888670.95240485360.19575119520.75665365840001.18705532480.15183265781.0352226672.030291242602.02903642737.56151732272.88356568334.677951639419960.31790531280.1813315540.13657375880.09526030550.02360058220.07165972340.41316561830.20493213620.20823348210.74965421350.47411306480.2755473660000.15747606570.13276881770.0247072480.7395885280.16101366610.57857486182.0932087460.97282768491.1203748439
3BRABrazil1980536421115195988010792495130111946378.36365.412.9841.2841.201154.4486.5668108698994.11874.92350200.22806569650.17913369070.04893200580.83354608120.37443621820.4591098631.06161177770.55356990890.50804186882.71393923922.70845034470.00548889460000.35792698490.357926984900.4911922390.20700365930.28423112934.62471279043.82695089780.797761892619970.29742304760.17162317480.12579987280.07570384210.01486886750.06083497460.37312688970.18649204230.18663484740.85114127270.49293466030.35820661240000.21984560250.17130329140.04854231120.76939963080.17548462480.59391500592.23920689021.02621461881.2129865591
3BRABrazil1981592458.2133.81875110676924671564.2902.877327710.821.21193.51193.501595.8963.863212988.311432.315562635600.22461678560.17385035670.05076642890.7114129610.41963879190.29177416910.93602974650.59348914860.3425405982.9336773412.92563363180.00804370920000.45283806340.452838063400.60547882840.3656852330.23979359544.92802397944.33764607680.590377902619980.2854412690.14568043080.13976083810.06280613330.00954126020.05326487310.34824740230.1552216910.19302571130.92966257460.50550914660.42415915850000.25417000350.22858911120.02558089231.06598512080.25356257190.81242254892.61879800181.14288252071.4759097506
3BRABrazil1982435322.9112.1131074057017451062.9682.18542.58520.821.71040.31040.301860.21195.5664.613187.911819.61368.32816800.15443055950.11463362680.03979693270.46506674240.26270945750.20235728490.61949730190.37734308440.24215421763.03269667713.02499289970.00770377730000.36931979550.369319795500.66039477420.4244177790.23594149394.68187304744.19610905990.485763987519990.29482631220.14515113740.14968834520.07968100730.0145862340.06509477330.37450731950.15973737140.21478311850.72304916690.34532826630.37772748580000.19310461640.16878544610.02431917021.00567967540.16511748570.84056218972.31416693410.83895539911.475211535
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3BRABrazil1984350274.175.914405468941790820.1969.93915.13911.53.6380.1380.101674.2652.61021.67759.45764.21995.22090200.16744809110.13113577650.03631231460.68892928910.26121902210.4277102670.85637738020.39235479860.46402258161.8730743471.87135202370.00172232320000.18184862690.181848626900.80097598320.31221892640.48875705673.71227633722.75772653330.954549803820010.25143879280.1097560620.14168893130.09112958840.02792110880.0632022790.34256838110.13767717080.20489121030.59362273940.31765454250.27596819680000.20977104880.18811870320.02165234550.99802307640.0871302290.87453278032.15453859390.7305744451.3875978812
3BRABrazil198519794.4102.613107365741507830.4676.64240.94234.76.1608.9608.901649.6579.61070.18006.46253.61752.82229400.08836458240.04234323140.0460213510.58760204540.33013366830.25746837710.67596662780.37247689960.30348972821.90226069791.89947968060.00273616220000.27312281330.273122813300.7399300260.25998026370.47999461743.59128016512.80505965730.7862205078
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7MEXMexico19951083.8321.876251256.9455.11595.8378.71217.1579.7579.70320.725961.71491.2143.41347.83987.51360.82626.62861700.37872593210.11245064120.26627529090.17891463120.01988328620.1590313450.55764056330.13233392740.42530663590.20257189780.202571897800000.11206625430.09050564350.02156061080.52108886330.05011007440.47097878881.3934025230.47552154310.9178460356
7MEXMexico19961385.3400.3985654665882039.3466.315732562560215.7194.621.11779.8129.61650.24290.91046.63244.33323400.41683215980.12044893780.2963832220.19678642350.01985918040.17692724320.61361858340.14030811820.47331046520.07702954810.077029548100000.06490341220.05855449240.00634891980.5355358970.03899620870.49653968831.29111753020.3149184570.9761990732
7MEXMexico1997854.2256.6597.6405483571259.2304.6954.6320.3320.30290.8229.960.91906.7891817.73777.1943.82833.24008700.21308653680.06401077660.14907576020.10103025920.01197395660.08905630250.3141167960.07598473320.23813206280.07990121490.079901214900000.07254222070.05735026320.01519195750.4756404820.02220171130.45343877070.94222565920.23543792250.7067627909
7MEXMexico1998911.4228.4683436304061347.4258.41089559.5559.50265.5240.824.73163109.63053.55335.41168.24167.14210100.21647941850.05425049290.16222892570.10356048550.00712572150.0964347640.3200399040.06137621430.25866368970.13289470560.132894705600000.06306263510.05719579110.0058668440.7512885680.02603263580.72527968461.26728581270.27747559440.9897864659
7MEXMexico1999982.8246.2736.648731.8455.21469.82781191.8617.5617.50273.3252.920.43965.3120.63844.76326126950574804900.20454119750.05123935980.15330183770.10135486690.00661824390.0947366230.30589606440.05785760370.24803846070.12851464130.128514641300000.05687943560.05263376970.00424566590.8252617120.02509937770.80016233431.31657266540.26410539241.052467273
7MEXMexico2000993.2270.9722.3512.635.3477.41505.8306.21199.77007000406.139511.15082.2142.64939.67694.21543.86150.45807500.17102023250.04664657770.12437365480.08826517430.0060783470.08220404650.25928540680.05272492470.20657770120.12053379250.120533792500000.06992681880.06801549720.00191132160.87510977180.02455445540.85055531641.3248730090.26582866981.0590443392
7MEXMexico2001751.2215.7535.5811.9280.8531.11563.1496.51066.6618.8618.80291.8258.233.65737.91475590.98211.61520.46691.16238900.12040584080.03457340240.08583243840.130135120.04500793410.08512718590.25054096070.07958133650.17095962430.09918415110.099184151100000.04677106540.04138550060.00538556480.91969738260.02356184580.89613553671.31619355980.24369680551.0724807258
8PERPeru198045.641.93.612.79.63.158.351.56.7157.9155.22.77.45.91.583.983.90307.4296.510.9206580.22073772870.2028269920.01742666280.06147739370.04647110080.0150062930.28221512250.24929809270.03243295580.76435279310.7512827960.01306999710000.03582147350.0285603640.00726110950.40613805790.406138057901.4880433731.43527931070.0527640623
8PERPeru1981111.7106.55.259.155.23.9170.8161.79.1325.4321.63.812.19.92.294.794.70603587.915.2249680.4473726370.42654597890.02082665810.23670297980.22108298620.01561999360.68407561680.64762896510.03644665171.30326818331.28804870230.01521948090000.04846203140.0396507530.00881127840.37928548540.379285485402.41509131692.35461390580.0608779237
8PERPeru19826964.14.876.373.13.2145.3137.28366.6363.13.511.29.12.180.180.10603.1589.613.6248160.27804642170.25830109610.01934235980.30746292710.29456802060.01289490650.58550934880.55286911670.03223726631.47727272731.46316892330.0141038040000.04513217280.03666989040.00846228240.32277562860.322775628602.43028691172.37588652480.0548033527
8PERPeru19831815.62.47.56.11.425.521.73.8349.4347.71.710.39.2140.740.70425.9419.46.4191300.09409304760.08154730790.01254573970.03920543650.03188708830.00731834810.13329848410.11343439620.01986408781.82645060121.81756403550.00888656560000.05384213280.04809200210.00522739150.21275483530.212754835302.22634605332.19236800840.0334553058
8PERPeru198416.814.825.94.9122.719.73254.5253.11.412.111.20.954.754.70344338.75.3198460.0846518190.07457422150.01007759750.02972891260.02469011390.00503879880.11438073160.09926433540.01511639631.2823742821.27531996370.00705431830000.06096946490.0564345460.00453491890.27562229160.275622291601.73334677011.70664113680.0267056334
8PERPeru19852624.11.96.45.60.832.429.72.7208.1206.81.311.410.60.849.349.30301.2296.34.8188380.1380188980.12793290160.01008599640.03397388260.02972714730.00424673530.17199278050.15766004880.01433273171.10468202571.09778108080.00690094490000.06051597830.0562692430.00424673530.26170506420.261705064201.59889584881.5728845950.0254804119
8PERPeru198641.238.82.444.343.40.985.582.23.3203.62021.634.333.3184.584.50407.94025.9179770.22918173220.215831340.01335039220.24642598880.24141959170.00500639710.4756077210.45725093170.01835678921.13255826891.12365800750.00890026140000.19079935470.18523669130.00556266340.47004505760.470045057602.26901040222.23619068810.0328197141
8PERPeru198719.315.93.44.23.11.223.5194.6172.5170.12.328.126.61.485.185.10309.2300.88.3239050.08073624760.06651328170.01422296590.01756954610.01296799830.00501987030.09830579380.07948128010.01924283620.72160635850.71156661790.00962141810000.117548630.11127379210.00585651540.35599247020.355992470201.29345325251.25831416020.0347207697
8PERPeru198811.48.52.92.21.30.913.69.83.846.544.5210.89.51.210.610.6081.474.57123760.09211376860.06868131870.02343244990.01777634130.01050420170.00727213960.10989010990.07918552040.03070458950.3757272140.35956690370.01616031030000.08726567550.07676147380.00969618620.08564964450.085649644500.65772462830.60197155790.056561086
8PERPeru198911.57.34.21.80.71.113.385.384.281.42.864.21.815.115.10118.6108.79.9205770.05588764150.03547650290.02041113860.00874763080.00340185640.00534577440.06463527240.03887835930.02575691310.4091947320.39558730620.01360742580000.02915876950.02041113860.00874763080.07338290320.073382903200.57637167710.52825970740.0481119697
8PERPeru199010.24.95.32.61.41.212.86.36.53.80.43.57.14.82.34111.529.564.82341.8262940.03879211990.01863543010.02015668970.00988818740.00532440860.00456377880.04868030730.02395983870.02472046850.01445196620.00152125960.01331102150000.0270023580.01825511520.00874724270.15592910930.04373621360.11219289570.24644405570.08747242720.1589716285
8PERPeru199115.411.83.63.830.719.214.84.32.80.52.45.84.31.65025.524.577.94532.8238040.06469500920.04957150060.01512350870.01596370360.01260292390.00294068220.08065871280.06217442450.01806419090.0117627290.00210048730.01008233910000.02436565280.01806419090.00672155940.21004873130.1071248530.10292387830.32725592340.18904385820.1377919677
8PERPeru199234.229.259.38.40.943.537.65.96.43.23.27.14.72.46855.212.8125100.724.3360840.09477884940.08092229240.01385655690.02577319590.02327901560.00249418020.12055204520.10420130810.01635073720.01773639290.00886819640.00886819640000.01967631080.01302516350.00665114730.18844917410.15297638840.03547278570.34641392310.27907105640.0673428666
8PERPeru199347.739.28.48.371.35646.29.771.136.834.37.14.82.310376.126.9237.216473.2348350.13693124730.11253050090.02411367880.02382661120.02009473230.00373187890.16075785850.13262523320.02784555760.20410506670.10564087840.09846418830000.02038179990.0137792450.00660255490.29567963260.2184584470.07722118560.68092435770.47079087130.2101334864
8PERPeru199484.775.98.921.4192.4106.194.911.3194.6106.188.55.85.60.2213155.357.7519.6361.8157.7449100.18859942110.1690046760.01981741260.04765085730.04230683590.00534402140.23625027830.21131151190.0251614340.43331106660.23625027830.19706078820000.01291471830.01246938320.00044533510.47428189710.34580271650.12847918061.15698062790.80561122240.3511467379
8PERPeru19958170.710.323.9176.9104.987.717.2220.9154.766.26.46.10.3758.8179.4579.41091427.9663.1536360.1510179730.1318144530.019203520.04455962410.03169513010.0128644940.19557759710.16350958310.0320680140.41185024980.28842568420.12342456560000.01193228430.01137295850.00055932581.41472145570.33447684391.08024461182.0340815870.79778506971.2362965173
8PERPeru199665.655.110.628.21810.293.873.120.8372.9177195.96.26.10.1792.6176.66161265.5432.8832.7558140.11753323540.09872075110.01899165080.05052495790.03224997310.01827498480.16805819330.13097072420.03726663560.66811194320.31712473570.35098720750000.01110832410.01092915760.00017916651.42007381660.31640806971.10366574692.26735227720.77543268711.4919195901
8PERPeru199783.566.616.927.9189.9111.484.626.8547.6207.9339.79.66.43.2750229.5520.51418.6528.4890.2591260.14122382710.1126408010.02858302610.04718736260.03044345970.01674390290.18841118970.14308426070.04532692890.92615769710.35162195990.57453573720000.01623651190.01082434120.00541217061.26847748880.38815411160.88032337722.39928288740.89368467341.505598214
8PERPeru1998130.548.881.622.113.58.6152.662.390.2561.5202.8358.77.24.72.5736120.8615.21457.3390.71066.6568310.22962819590.0858686280.14358360750.0388872270.0237546410.01513258610.26851542290.1096232690.15871619360.98801710330.35684749520.63116960810000.01266914180.00827013430.00439900761.29506783270.21256004651.08250778622.56426950080.68747690521.8767925956
8PERPeru1999126.544.781.816.510.5614355.287.8712.5204.7507.87.94.935001303701363.4394.7968.7515970.24516929280.08663294380.1585363490.03197860340.02035002040.01162858310.27714789620.10698296410.17016493211.3808942380.3967284920.98416574610000.01531096770.00949667620.00581429150.96904858810.25195263290.71709595522.642401690.76496695541.8774347346
8PERPeru2000137.444.692.81811.36.6155.455.999.4605.8166439.87.84.53.351487.4426.61283313.8969.1534660.2569857480.0834174990.1735682490.03366625520.02113492690.01234429360.29065200310.10455242580.18591254261.13305652190.31047768680.82257883510000.01458871060.00841656380.00617214680.96135862040.16346837240.7978902482.39965585610.58691504881.8125537725
8PERPeru2001151.145.5105.722.113.48.6173.258.9114.3305.995.1210.88.44.53.9285.456.5228.9772.9215557.9542180.2786897340.08392046920.19495370540.04076137080.02471503930.01586189090.31945110480.10863550850.21081559630.564203770.17540300270.38880076730000.01549300970.00829982660.00719318310.52639344870.10420893430.42218451441.42554133310.39654727211.028994061
FIG 1
3.46940444051.21936505071.53003261570.15960643530.5430961414
3.49134883241.32098760291.50500224970.20318130870.4475427895
3.50679866661.22197540041.67082151040.21735057730.3845571735
3.5632163151.05786545211.74932250120.19855417810.5440088235
3.62405936451.25986312711.71574296740.23051805860.3984788346
3.53444985491.07419699751.79362231070.21679819710.4422665309
3.15059521740.97937646351.42368560480.21782050210.5209722491
3.29455025380.8599591961.57180429540.21373832520.580443936
3.14853801080.8598495991.46004863150.23702233490.57043298
2.60597211520.76711931731.16041521920.21936680210.4466534206
2.52096278250.64647006621.07844149850.20148828820.5876146331
2.5198774560.7142408851.02946184050.19478720310.5781954786
3.15426480880.83811356471.29603685940.24529873790.7617868087
3.2819735550.87727052851.16143945030.28394229450.9253186476
3.4876711611.08531984231.26664963560.23230412330.866409554
3.37487736360.88302272771.13527411170.24029538851.0651692237
3.97873860270.96298133781.51183787690.28939567221.186210338
3.94326525380.89920527221.47915377550.32520469521.2175974358
4.0940816120.93982693991.49052367450.37156240581.2748637213
3.87498591430.92704181551.49715028410.25098778041.1861774499
3.73567934350.9467998041.12064077170.33478585181.3249999517
3.73464593631.07000598151.03354392810.419045541.2031824555
Note: 7 Latin America countries, ARG, BOL, BRA, CHL, COL, MEX, PER.
Total
Roads plus Rails
Power
Water
Telecommunications
%
Total Investment in Infrastructure (percent of GDP)Simple average by sector
FIG 2
3.23644606951.06504281421.50529585920.15189212640.4968479973
3.27772315391.19020646921.48783427390.19994474570.3855972359
3.3089605881.11424262691.65190389010.21470511150.3168473905
3.32239065910.9616698511.7326419170.19612897590.417875293
3.3757947081.14607159681.6865451550.22881572220.2949126919
3.34384757750.98716314881.76479039950.2148190820.3691274835
3.01023762950.92286422931.39364267720.21450020070.4708509294
3.15335775270.82876656531.5407998010.20298517120.512201714
2.83023425690.74828394381.41345962540.22495721660.4218074231
2.12545734710.68067318970.92030569430.20175945240.3103016546
1.80447044350.52037809030.78794991250.17646633320.3127790695
1.72037023090.5487466660.78137587960.17491600250.2119510758
2.10434523840.63630019471.0244913130.17618875280.2545892576
1.71150107110.64153128220.61131127090.17159803480.2662065422
1.65707768570.75077223570.56156025530.14874275010.1956245031
1.47264811660.70526020170.46051648320.1398794560.1669919756
1.53988521090.74488714230.54045456090.11980383560.134756208
1.59830112380.66317466420.59162165080.16389000910.1796264236
1.50833923580.55786189290.55972283890.20367581780.1872055062
1.32908446770.55274469920.44889544190.13898570630.1884913436
1.35419140960.53263513490.42512986260.20210912550.1943001204
1.41607861060.61610906230.4399006830.25777972850.1022914266
Note: 7 Latin America countries, ARG, BOL, BRA, CHL, COL, MEX, PER.
Total
Roads plus Rails
Power
Water
Telecommunications
%
Total Public Investment in Infrastructure (percent of GDP)Simple average by sector
FIG 3
0.23347198690.15425308310.02473675650.00771430880.0462542226
0.21318844230.13078113380.01716797580.0032365630.0619455537
0.19789564510.1081540630.01891762030.00264546580.0677047114
0.24074395190.09619560110.01668058420.00235052510.1261335304
0.24826465650.11379153040.02919781250.00170233640.1035661427
0.19052644290.08703384870.02882550330.00152163560.0731454552
0.14036291570.05687303930.03004292760.00332030140.0501266474
0.14080418250.03125239110.03094473410.01069339360.0682422219
0.31841918470.11156565520.04658900610.01194968760.1486255569
0.48051476810.08644612760.24010952480.01760734970.136351766
0.71649541130.12609197590.29054591670.0250219550.2748355636
0.79948843980.16516684750.24814597490.01993121450.3662444028
1.04966645270.20181337010.27154554640.06910998510.5071975511
1.57043432840.23569823670.5501537820.11234425970.6591153647
1.83056166560.33458495980.70508938020.08356137330.6707790405
1.9020115180.1777569910.67475762850.10041593250.8981772481
2.43883255740.21810508540.97139802150.16959183661.0514541299
2.34496056620.2360306080.88753212470.16131468611.0379710121
2.5857389830.38195436740.93081529320.1678865881.0876471507
2.54590144660.37447457911.04825750440.11200207410.9976861063
2.33988536290.41412324350.69551090910.1326956441.0892949493
2.21691425080.45389691920.59364324510.16126581150.9990783192
Note: 7 Latin America countries, ARG, BOL, BRA, CHL, COL, MEX, PER.
Total
Roads plus Rails
Power
Water
Telecommunications
%
Total Private Investment in Infrastructure (percent of GDP)Simple average by sector
FIG 4
3.30940118161.04764526111.62793815490.22681206740.3907383351
3.51856451881.15232400361.66684271440.26473896380.4229642407
3.69474234381.01489294891.96716851990.25677880670.4450114003
3.40826160171.03473672461.64841320420.23073683870.4753984162
3.27077462041.17675725131.39024334180.2064612230.4780220033
3.04635039450.91345982751.43758819260.22843069860.4580885768
2.99831413790.78842639621.4494370350.22148728180.5280694648
3.56426561530.68753477581.91529815750.24033829870.6376961353
3.40133523850.70487421171.64432709650.25991039370.7659479491
2.38348470650.37250162951.23952718290.18275392860.5807685537
2.2581691180.39217823161.12465011130.21078305240.5235635531
2.30685123710.52196454951.00772198760.17626628770.5967191558
2.57446804890.54981076530.99435025010.15810409170.8538212462
2.478263120.59133369540.84670414870.19626907480.7974215557
2.4554454630.75845608090.73473124970.14371240140.7712025855
1.8572625190.38660408920.59235061780.13913955910.6761821169
2.0932087460.41316561830.74965421350.15747606570.739588528
2.23920689020.37312688970.85114127270.21984560250.7693996308
2.61879800180.34824740230.92966257460.25417000351.0659851208
2.31416693410.37450731950.72304916690.19310461641.0056796754
2.27373488250.3311214910.58483926650.21622192471.1317737659
2.15453859390.34256838110.59362273940.20977104880.9980230764
Note: 7 Latin America countries, ARG, BOL, BRA, CHL, COL, MEX, PER.
Total
Roads plus Rails
Power
Water
Telecommunications
%
Latin America: Investment in Infrastructure (public + private) (GDP-weighted average, percent of GDP)
FIG 5
2.98650841450.8418402671.62456957510.22633809640.277493113
3.2870666471.01776359851.66280909430.26436171880.3304521485
3.47169765860.90321208131.96265055710.25639834670.3385143005
3.07496262970.89133241861.6463999890.23047586630.2877406561
2.89911867340.99626229241.38834920210.20625893620.2889758313
2.73534804650.79277548911.43522148920.22823785610.270330113
2.79300220810.71621251341.44574180370.22119096610.3989803951
3.3355165890.65286234361.91348584330.23962291150.4461472426
2.96299236880.52381834121.63960776220.25925801520.5139910216
2.01758434160.31752677381.19673195770.18189754840.31349465
1.88013373590.23741034021.07164275220.20971178050.3543746934
1.6593024890.28233090020.97036435150.17441758130.2280103996
1.69679809860.2781631820.95098163720.1543130350.2949675112
1.31469191370.25902891470.67319792270.17449056540.1793302341
1.14349283480.28341977290.5500098990.12863673040.1806098041
0.89498001110.21564074570.43016319250.1050723580.1441037149
0.97282768490.20493213620.47411306480.13276881770.1610136661
1.02621461880.18649204230.49293466030.17130329140.1754846248
1.14288252070.1552216910.50550914660.22858911120.2535625719
0.83895539910.15973737140.34532826630.16878544610.1651174857
0.80858762250.12367052560.30469008670.19699100390.18323008
0.7305744450.13767717080.31765454250.18811870320.087130229
Source: Serven. Note: Weighted avarage of ARG, BOL, BRA, CHL, COL, MEX, PER.
Total
Roads plus Rails
Power
Water
Telecommunications
FIG 6
0.32290969460.20578806660.00336857990.0004739710.1132621497
0.23149787180.13456040510.00403362010.0003772450.0925120922
0.22306053770.11168086760.00451796270.000380460.1064812474
0.33326169020.1434043060.00201321530.00024233150.1876577601
0.3716559470.18049495890.00189413970.00020228680.189046172
0.31098481680.12068433840.00234917220.00017531140.1877759949
0.20532936010.07223131310.00369523130.00029631570.1291065001
0.22871723130.03468832970.00179641670.00069948970.1915488927
0.438356750.18105587050.00471933430.00063849820.2519569275
0.36590036490.05497485570.04279522520.00085638030.2672739037
0.37804568270.15476789140.05301765970.00107127190.1691888597
0.64754874810.23961398220.03736746960.00185853990.3687087563
0.87766098790.27164758340.04336861290.00379105670.558853735
1.16355480070.33229657790.17351442880.02177850940.6180995244
1.3119455270.47505051020.18472135080.01507567090.5905785791
0.96226887010.17095652460.16218742520.0340672010.532078402
1.12037484390.20823348210.2755473660.0247072480.5785748618
1.21298655910.18663484740.35820661240.04854231120.5939150059
1.47590975060.19302571130.42415915850.02558089230.8124225489
1.4752115350.21478311850.37772748580.02431917020.8405621897
1.45084111430.20744503910.28014917980.01923684710.9342493929
1.38759788120.20489121030.27596819680.02165234550.8745327803
Note: 7 Latin America countries, ARG, BOL, BRA, CHL, COL, MEX, PER.
Total
Roads plus Rails
Power
Water
Telecommunications
%
Total Private Investment in Infrastructure (percent of GDP)Weighted means by sector
-
Despite increased private investment, total investment has also fallen
Draft
Readme
Using data from: Infrastructure Investment.xls
Pato, lo ltimo que necesito son 2 grficos de inversin / GDP parecidos a los que metimos en el papel.
Deben representar la media de los 7 pases que tenemos. Hagamos 2 versiones: ponderada y sin ponderar.
(1) Inversin total / GDP, total y por sector:sin ponderar por GDPFig 1
ponderada por GDPFig 2
(2) Inversin pblica / GDP, total y por sector:sin ponderar por GDPFig 3
ponderada por GDPFig 4
Total 4 figures
4 sectores:roads and rails
power
water
telecommunications
7 paises :ARG
BOL
BRA
CHL
COL
MEX
PER
GDP
GDP
gdp_usd_m
yearARGBOLBRACHLCOLMEXPERTOTALARG (ratio)BOL (ratio)BRA (ratio)CHL (ratio)COL (ratio)MEX (ratio)PER (ratio)CHECK
1980769622781.4235020275723340019436020658590753.40.130.000.400.050.060.330.031.00
1981786772889.2263560326453638825008024968689207.20.110.000.380.050.050.360.041.00
1982843072983.3281680243403896917372024816630815.30.130.000.450.040.060.280.041.00
19831039802672.3203300197713873214887019130536455.30.190.000.380.040.070.280.041.00
1984790922709.5209020192333825217563019846543782.50.150.000.380.040.070.320.041.00
1985896623122.7222940164863489518447018838570413.70.160.010.390.030.060.320.031.00
19861015303959.4268140177233494312944017977573712.40.180.010.470.030.060.230.031.00
198710937043482940802069436373140260239056290300.170.010.470.030.060.220.041.00
19881270504597.6329910241543921318314012376720440.60.180.010.460.030.050.250.021.00
19897662847164487602754739540222980205778407480.090.010.530.030.050.270.021.00
19901413504867.6464990303234027426271026294970808.60.150.010.480.030.040.270.031.00
19911897105343.34077303465041240314450238041016927.30.190.010.400.030.040.310.021.00
19922287805643.93905704188249214363610360841115783.90.210.010.350.040.040.330.031.00
19932367505734.74383004447455798403200348351219091.70.190.000.360.040.050.330.031.00
19942577005981.25462305091981709420780449101408229.20.180.000.390.040.060.300.031.00
19952581006715.27041706521692506286170536361466513.20.180.000.480.040.060.200.041.00
19962722407396.97749306856897146332340558141608434.90.170.000.480.040.060.210.031.00
19972930107925.780775075286106670400870591261750637.70.170.000.460.040.060.230.031.00
19982991008497.57877407306398811421010568311745052.50.170.000.450.040.060.240.031.00
19992836608285.15366307304684847480490515971518555.10.190.010.350.050.060.320.031.00
20002843508355.76017307551583220580750534661687386.70.170.000.360.040.050.340.031.00
20012688307969.35089906645082411623890542181612758.30.170.000.320.040.050.390.031.00
MORE Data on inv
Simple AverageSimple Average
TOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATE
TOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATEGDPTOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATETOTALPUBLICPRIVATEinv_road_tgdpinv_road_ugdpinv_road_rgdpinv_rail_tgdpinv_rail_ugdpinv_rail_rgdpinv_roadrail_tgdpinv_roadrail_ugdpinv_roadrail_rgdpinv_power_tgdpinv_power_ugdpinv_power_rgdpinv_gas_tgdpinv_gas_ugdpinv_gas_rgdpinv_water_tgdpinv_water_ugdpinv_water_rgdpinv_telcom_tgdpinv_telcom_ugdpinv_telcom_rgdpinv_total_tgdpinv_total_ugdpinv_total_rgdp
cnumccodecnameyeari