library('WDI')
## Warning: package 'WDI' was built under R version 4.1.2
WDIsearch('gdp')
## indicator
## [1,] "5.51.01.10.gdp"
## [2,] "6.0.GDP_current"
## [3,] "6.0.GDP_growth"
## [4,] "6.0.GDP_usd"
## [5,] "6.0.GDPpc_constant"
## [6,] "BG.GSR.NFSV.GD.ZS"
## [7,] "BG.KAC.FNEI.GD.PP.ZS"
## [8,] "BG.KAC.FNEI.GD.ZS"
## [9,] "BG.KLT.DINV.GD.PP.ZS"
## [10,] "BG.KLT.DINV.GD.ZS"
## [11,] "BI.WAG.TOTL.GD.ZS"
## [12,] "BM.GSR.MRCH.ZS"
## [13,] "BM.KLT.DINV.GD.ZS"
## [14,] "BM.KLT.DINV.WD.GD.ZS"
## [15,] "BN.CAB.XOKA.GD.ZS"
## [16,] "BN.CAB.XOKA.GDP.ZS"
## [17,] "BN.CAB.XOTR.ZS"
## [18,] "BN.CUR.GDPM.ZS"
## [19,] "BN.GSR.FCTY.CD.ZS"
## [20,] "BN.KLT.DINV.CD.ZS"
## [21,] "BN.KLT.DINV.DRS.GDP.ZS"
## [22,] "BN.KLT.PRVT.GD.ZS"
## [23,] "BN.TRF.CURR.CD.ZS"
## [24,] "BX.GSR.MRCH.ZS"
## [25,] "BX.KLT.DINV.DT.GD.ZS"
## [26,] "BX.KLT.DINV.WD.GD.ZS"
## [27,] "BX.TRF.MGR.DT.GD.ZS"
## [28,] "BX.TRF.PWKR.DT.GD.ZS"
## [29,] "BX.TRF.PWKR.GD.ZS"
## [30,] "CM.FIN.INTL.GD.ZS"
## [31,] "CM.MKT.LCAP.GD.ZS"
## [32,] "CM.MKT.TRAD.GD.ZS"
## [33,] "DP.DOD.DECD.CR.BC.Z1"
## [34,] "DP.DOD.DECD.CR.CG.Z1"
## [35,] "DP.DOD.DECD.CR.FC.Z1"
## [36,] "DP.DOD.DECD.CR.GG.Z1"
## [37,] "DP.DOD.DECD.CR.NF.Z1"
## [38,] "DP.DOD.DECF.CR.BC.Z1"
## [39,] "DP.DOD.DECF.CR.CG.Z1"
## [40,] "DP.DOD.DECF.CR.FC.Z1"
## [41,] "DP.DOD.DECF.CR.GG.Z1"
## [42,] "DP.DOD.DECF.CR.NF.Z1"
## [43,] "DP.DOD.DECN.CR.BC.Z1"
## [44,] "DP.DOD.DECN.CR.CG.Z1"
## [45,] "DP.DOD.DECN.CR.FC.Z1"
## [46,] "DP.DOD.DECN.CR.GG.Z1"
## [47,] "DP.DOD.DECN.CR.NF.Z1"
## [48,] "DP.DOD.DECT.CR.BC.Z1"
## [49,] "DP.DOD.DECT.CR.CG.Z1"
## [50,] "DP.DOD.DECT.CR.FC.Z1"
## [51,] "DP.DOD.DECT.CR.GG.Z1"
## [52,] "DP.DOD.DECT.CR.NF.Z1"
## [53,] "DP.DOD.DECX.CR.BC.Z1"
## [54,] "DP.DOD.DECX.CR.CG.Z1"
## [55,] "DP.DOD.DECX.CR.FC.Z1"
## [56,] "DP.DOD.DECX.CR.GG.Z1"
## [57,] "DP.DOD.DECX.CR.NF.Z1"
## [58,] "DP.DOD.DLCD.CR.BC.Z1"
## [59,] "DP.DOD.DLCD.CR.CG.Z1"
## [60,] "DP.DOD.DLCD.CR.FC.Z1"
## [61,] "DP.DOD.DLCD.CR.GG.Z1"
## [62,] "DP.DOD.DLCD.CR.L1.BC.Z1"
## [63,] "DP.DOD.DLCD.CR.L1.CG.Z1"
## [64,] "DP.DOD.DLCD.CR.L1.FC.Z1"
## [65,] "DP.DOD.DLCD.CR.L1.GG.Z1"
## [66,] "DP.DOD.DLCD.CR.L1.NF.Z1"
## [67,] "DP.DOD.DLCD.CR.M1.BC.Z1"
## [68,] "DP.DOD.DLCD.CR.M1.CG.Z1"
## [69,] "DP.DOD.DLCD.CR.M1.FC.Z1"
## [70,] "DP.DOD.DLCD.CR.M1.GG.Z1"
## [71,] "DP.DOD.DLCD.CR.M1.NF.Z1"
## [72,] "DP.DOD.DLCD.CR.NF.Z1"
## [73,] "DP.DOD.DLD1.CR.CG.Z1"
## [74,] "DP.DOD.DLD1.CR.GG.Z1"
## [75,] "DP.DOD.DLD2.CR.CG.Z1"
## [76,] "DP.DOD.DLD2.CR.GG.Z1"
## [77,] "DP.DOD.DLD2A.CR.CG.Z1"
## [78,] "DP.DOD.DLD2A.CR.GG.Z1"
## [79,] "DP.DOD.DLD3.CR.CG.Z1"
## [80,] "DP.DOD.DLD3.CR.GG.Z1"
## [81,] "DP.DOD.DLD4.CR.CG.Z1"
## [82,] "DP.DOD.DLD4.CR.GG.Z1"
## [83,] "DP.DOD.DLDS.CR.BC.Z1"
## [84,] "DP.DOD.DLDS.CR.CG.Z1"
## [85,] "DP.DOD.DLDS.CR.FC.Z1"
## [86,] "DP.DOD.DLDS.CR.GG.Z1"
## [87,] "DP.DOD.DLDS.CR.L1.BC.Z1"
## [88,] "DP.DOD.DLDS.CR.L1.CG.Z1"
## [89,] "DP.DOD.DLDS.CR.L1.FC.Z1"
## [90,] "DP.DOD.DLDS.CR.L1.GG.Z1"
## [91,] "DP.DOD.DLDS.CR.L1.NF.Z1"
## [92,] "DP.DOD.DLDS.CR.M1.BC.Z1"
## [93,] "DP.DOD.DLDS.CR.M1.CG.Z1"
## [94,] "DP.DOD.DLDS.CR.M1.FC.Z1"
## [95,] "DP.DOD.DLDS.CR.M1.GG.Z1"
## [96,] "DP.DOD.DLDS.CR.M1.NF.Z1"
## [97,] "DP.DOD.DLDS.CR.MV.BC.Z1"
## [98,] "DP.DOD.DLDS.CR.MV.CG.Z1"
## [99,] "DP.DOD.DLDS.CR.MV.FC.Z1"
## [100,] "DP.DOD.DLDS.CR.MV.GG.Z1"
## [101,] "DP.DOD.DLDS.CR.MV.NF.Z1"
## [102,] "DP.DOD.DLDS.CR.NF.Z1"
## [103,] "DP.DOD.DLIN.CR.BC.Z1"
## [104,] "DP.DOD.DLIN.CR.CG.Z1"
## [105,] "DP.DOD.DLIN.CR.FC.Z1"
## [106,] "DP.DOD.DLIN.CR.GG.Z1"
## [107,] "DP.DOD.DLIN.CR.L1.BC.Z1"
## [108,] "DP.DOD.DLIN.CR.L1.CG.Z1"
## [109,] "DP.DOD.DLIN.CR.L1.FC.Z1"
## [110,] "DP.DOD.DLIN.CR.L1.GG.Z1"
## [111,] "DP.DOD.DLIN.CR.L1.NF.Z1"
## [112,] "DP.DOD.DLIN.CR.M1.BC.Z1"
## [113,] "DP.DOD.DLIN.CR.M1.CG.Z1"
## [114,] "DP.DOD.DLIN.CR.M1.FC.Z1"
## [115,] "DP.DOD.DLIN.CR.M1.GG.Z1"
## [116,] "DP.DOD.DLIN.CR.M1.NF.Z1"
## [117,] "DP.DOD.DLIN.CR.NF.Z1"
## [118,] "DP.DOD.DLLO.CR.BC.Z1"
## [119,] "DP.DOD.DLLO.CR.CG.Z1"
## [120,] "DP.DOD.DLLO.CR.FC.Z1"
## [121,] "DP.DOD.DLLO.CR.GG.Z1"
## [122,] "DP.DOD.DLLO.CR.L1.BC.Z1"
## [123,] "DP.DOD.DLLO.CR.L1.CG.Z1"
## [124,] "DP.DOD.DLLO.CR.L1.FC.Z1"
## [125,] "DP.DOD.DLLO.CR.L1.GG.Z1"
## [126,] "DP.DOD.DLLO.CR.L1.NF.Z1"
## [127,] "DP.DOD.DLLO.CR.M1.BC.Z1"
## [128,] "DP.DOD.DLLO.CR.M1.CG.Z1"
## [129,] "DP.DOD.DLLO.CR.M1.FC.Z1"
## [130,] "DP.DOD.DLLO.CR.M1.GG.Z1"
## [131,] "DP.DOD.DLLO.CR.M1.NF.Z1"
## [132,] "DP.DOD.DLLO.CR.NF.Z1"
## [133,] "DP.DOD.DLOA.CR.BC.Z1"
## [134,] "DP.DOD.DLOA.CR.CG.Z1"
## [135,] "DP.DOD.DLOA.CR.FC.Z1"
## [136,] "DP.DOD.DLOA.CR.GG.Z1"
## [137,] "DP.DOD.DLOA.CR.L1.BC.Z1"
## [138,] "DP.DOD.DLOA.CR.L1.CG.Z1"
## [139,] "DP.DOD.DLOA.CR.L1.FC.Z1"
## [140,] "DP.DOD.DLOA.CR.L1.GG.Z1"
## [141,] "DP.DOD.DLOA.CR.L1.NF.Z1"
## [142,] "DP.DOD.DLOA.CR.M1.BC.Z1"
## [143,] "DP.DOD.DLOA.CR.M1.CG.Z1"
## [144,] "DP.DOD.DLOA.CR.M1.FC.Z1"
## [145,] "DP.DOD.DLOA.CR.M1.GG.Z1"
## [146,] "DP.DOD.DLOA.CR.M1.NF.Z1"
## [147,] "DP.DOD.DLOA.CR.NF.Z1"
## [148,] "DP.DOD.DLSD.CR.BC.Z1"
## [149,] "DP.DOD.DLSD.CR.CG.Z1"
## [150,] "DP.DOD.DLSD.CR.FC.Z1"
## [151,] "DP.DOD.DLSD.CR.GG.Z1"
## [152,] "DP.DOD.DLSD.CR.M1.BC.Z1"
## [153,] "DP.DOD.DLSD.CR.M1.CG.Z1"
## [154,] "DP.DOD.DLSD.CR.M1.FC.Z1"
## [155,] "DP.DOD.DLSD.CR.M1.GG.Z1"
## [156,] "DP.DOD.DLSD.CR.M1.NF.Z1"
## [157,] "DP.DOD.DLSD.CR.NF.Z1"
## [158,] "DP.DOD.DLTC.CR.BC.Z1"
## [159,] "DP.DOD.DLTC.CR.CG.Z1"
## [160,] "DP.DOD.DLTC.CR.FC.Z1"
## [161,] "DP.DOD.DLTC.CR.GG.Z1"
## [162,] "DP.DOD.DLTC.CR.L1.BC.Z1"
## [163,] "DP.DOD.DLTC.CR.L1.CG.Z1"
## [164,] "DP.DOD.DLTC.CR.L1.FC.Z1"
## [165,] "DP.DOD.DLTC.CR.L1.GG.Z1"
## [166,] "DP.DOD.DLTC.CR.L1.NF.Z1"
## [167,] "DP.DOD.DLTC.CR.M1.BC.Z1"
## [168,] "DP.DOD.DLTC.CR.M1.CG.Z1"
## [169,] "DP.DOD.DLTC.CR.M1.FC.Z1"
## [170,] "DP.DOD.DLTC.CR.M1.GG.Z1"
## [171,] "DP.DOD.DLTC.CR.M1.NF.Z1"
## [172,] "DP.DOD.DLTC.CR.NF.Z1"
## [173,] "DP.DOD.DSCD.CR.BC.Z1"
## [174,] "DP.DOD.DSCD.CR.CG.Z1"
## [175,] "DP.DOD.DSCD.CR.FC.Z1"
## [176,] "DP.DOD.DSCD.CR.GG.Z1"
## [177,] "DP.DOD.DSCD.CR.NF.Z1"
## [178,] "DP.DOD.DSDS.CR.BC.Z1"
## [179,] "DP.DOD.DSDS.CR.CG.Z1"
## [180,] "DP.DOD.DSDS.CR.FC.Z1"
## [181,] "DP.DOD.DSDS.CR.GG.Z1"
## [182,] "DP.DOD.DSDS.CR.NF.Z1"
## [183,] "DP.DOD.DSIN.CR.BC.Z1"
## [184,] "DP.DOD.DSIN.CR.CG.Z1"
## [185,] "DP.DOD.DSIN.CR.FC.Z1"
## [186,] "DP.DOD.DSIN.CR.GG.Z1"
## [187,] "DP.DOD.DSIN.CR.NF.Z1"
## [188,] "DP.DOD.DSLO.CR.BC.Z1"
## [189,] "DP.DOD.DSLO.CR.CG.Z1"
## [190,] "DP.DOD.DSLO.CR.FC.Z1"
## [191,] "DP.DOD.DSLO.CR.GG.Z1"
## [192,] "DP.DOD.DSLO.CR.NF.Z1"
## [193,] "DP.DOD.DSOA.CR.BC.Z1"
## [194,] "DP.DOD.DSOA.CR.CG.Z1"
## [195,] "DP.DOD.DSOA.CR.FC.Z1"
## [196,] "DP.DOD.DSOA.CR.GG.Z1"
## [197,] "DP.DOD.DSOA.CR.NF.Z1"
## [198,] "DP.DOD.DSTC.CR.BC.Z1"
## [199,] "DP.DOD.DSTC.CR.CG.Z1"
## [200,] "DP.DOD.DSTC.CR.FC.Z1"
## [201,] "DP.DOD.DSTC.CR.GG.Z1"
## [202,] "DP.DOD.DSTC.CR.NF.Z1"
## [203,] "DT.DOD.ALLC.ZSG"
## [204,] "DT.DOD.ALLN.ZSG"
## [205,] "DT.DOD.DECT.CD.ZSG"
## [206,] "DT.ODA.ALLD.GD.ZS"
## [207,] "DT.ODA.DACD.ZSG"
## [208,] "DT.ODA.MULT.ZSG"
## [209,] "DT.ODA.NDAC.ZSG"
## [210,] "DT.ODA.ODAT.GD.ZS"
## [211,] "DT.TDS.DECT.GD.ZS"
## [212,] "EG.EGY.PRIM.PP.KD"
## [213,] "EG.GDP.PUSE.KO.87"
## [214,] "EG.GDP.PUSE.KO.KD"
## [215,] "EG.GDP.PUSE.KO.PP"
## [216,] "EG.GDP.PUSE.KO.PP.KD"
## [217,] "EG.USE.COMM.GD.PP.KD"
## [218,] "EN.ATM.CO2E.GDP"
## [219,] "EN.ATM.CO2E.KD.87.GD"
## [220,] "EN.ATM.CO2E.KD.GD"
## [221,] "EN.ATM.CO2E.PP.GD"
## [222,] "EN.ATM.CO2E.PP.GD.KD"
## [223,] "ER.GDP.FWTL.M3.KD"
## [224,] "EU.EGY.USES.GDP"
## [225,] "FB.DPT.INSU.PC.ZS"
## [226,] "FD.AST.PRVT.GD.ZS"
## [227,] "FI.RES.TOTL.CD.ZS"
## [228,] "FM.AST.GOVT.CN.ZS"
## [229,] "FM.LBL.BMNY.GD.ZS"
## [230,] "FM.LBL.MQMY.GD.ZS"
## [231,] "FM.LBL.MQMY.GDP.ZS"
## [232,] "FM.LBL.MQMY.XD"
## [233,] "FM.LBL.QMNY.GDP.ZS"
## [234,] "FM.LBL.SEIG.GDP.ZS"
## [235,] "FS.AST.CGOV.GD.ZS"
## [236,] "FS.AST.DOMO.GD.ZS"
## [237,] "FS.AST.DOMS.GD.ZS"
## [238,] "FS.AST.DTOT.ZS"
## [239,] "FS.AST.PRVT.GD.ZS"
## [240,] "FS.AST.PRVT.GDP.ZS"
## [241,] "FS.LBL.LIQU.GD.ZS"
## [242,] "FS.LBL.LIQU.GDP.ZS"
## [243,] "FS.LBL.QLIQ.GD.ZS"
## [244,] "GB.BAL.OVRL.GD.ZS"
## [245,] "GB.BAL.OVRL.GDP.ZS"
## [246,] "GB.DOD.TOTL.GD.ZS"
## [247,] "GB.DOD.TOTL.GDP.ZS"
## [248,] "GB.FIN.ABRD.GD.ZS"
## [249,] "GB.FIN.ABRD.GDP.ZS"
## [250,] "GB.FIN.DOMS.GD.ZS"
## [251,] "GB.FIN.DOMS.GDP.ZS"
## [252,] "GB.REV.CTOT.GD.ZS"
## [253,] "GB.REV.TOTL.GDP.ZS"
## [254,] "GB.REV.XAGT.CN.ZS"
## [255,] "GB.RVC.TOTL.GD.ZS"
## [256,] "GB.SOE.DECT.ZS"
## [257,] "GB.SOE.ECON.GD.ZS"
## [258,] "GB.SOE.ECON.GDP.ZS"
## [259,] "GB.SOE.NFLW.GD.ZS"
## [260,] "GB.SOE.NFLW.GDP.ZS"
## [261,] "GB.SOE.OVRL.GD.ZS"
## [262,] "GB.TAX.TOTL.GD.ZS"
## [263,] "GB.TAX.TOTL.GDP.ZS"
## [264,] "GB.XPD.DEFN.GDP.ZS"
## [265,] "GB.XPD.RSDV.GD.ZS"
## [266,] "GB.XPD.TOTL.GD.ZS"
## [267,] "GB.XPD.TOTL.GDP.ZS"
## [268,] "GC.AST.TOTL.GD.ZS"
## [269,] "GC.BAL.CASH.GD.ZS"
## [270,] "GC.DOD.TOTL.GD.ZS"
## [271,] "GC.FIN.DOMS.GD.ZS"
## [272,] "GC.FIN.FRGN.GD.ZS"
## [273,] "GC.LBL.TOTL.GD.ZS"
## [274,] "GC.NFN.TOTL.GD.ZS"
## [275,] "GC.NLD.TOTL.GD.ZS"
## [276,] "GC.REV.XGRT.GD.ZS"
## [277,] "GC.TAX.TOTL.GD.ZS"
## [278,] "GC.XPN.TOTL.GD.ZS"
## [279,] "GD.ZS"
## [280,] "GFDD.DI.01"
## [281,] "GFDD.DI.02"
## [282,] "GFDD.DI.03"
## [283,] "GFDD.DI.05"
## [284,] "GFDD.DI.06"
## [285,] "GFDD.DI.07"
## [286,] "GFDD.DI.08"
## [287,] "GFDD.DI.09"
## [288,] "GFDD.DI.10"
## [289,] "GFDD.DI.11"
## [290,] "GFDD.DI.12"
## [291,] "GFDD.DI.13"
## [292,] "GFDD.DI.14"
## [293,] "GFDD.DM.01"
## [294,] "GFDD.DM.02"
## [295,] "GFDD.DM.03"
## [296,] "GFDD.DM.04"
## [297,] "GFDD.DM.05"
## [298,] "GFDD.DM.06"
## [299,] "GFDD.DM.07"
## [300,] "GFDD.DM.08"
## [301,] "GFDD.DM.09"
## [302,] "GFDD.DM.10"
## [303,] "GFDD.DM.11"
## [304,] "GFDD.DM.12"
## [305,] "GFDD.DM.13"
## [306,] "GFDD.EI.08"
## [307,] "GFDD.OI.02"
## [308,] "GFDD.OI.08"
## [309,] "GFDD.OI.09"
## [310,] "GFDD.OI.13"
## [311,] "GFDD.OI.14"
## [312,] "GFDD.OI.17"
## [313,] "GFDD.OI.18"
## [314,] "IE.ICT.TOTL.GD.ZS"
## [315,] "IS.RRS.GOOD.KM.PP.ZS"
## [316,] "IS.RRS.PASG.K2.PP.ZS"
## [317,] "IT.TEL.REVN.GD.ZS"
## [318,] "MS.MIL.XPND.GD.ZS"
## [319,] "NA.GDP.ACC.FB.SNA08.CR"
## [320,] "NA.GDP.ACC.FB.SNA08.KR"
## [321,] "NA.GDP.AGR.CR"
## [322,] "NA.GDP.AGR.KR"
## [323,] "NA.GDP.AGR.SNA08.CR"
## [324,] "NA.GDP.AGR.SNA08.KR"
## [325,] "NA.GDP.BUSS.SNA08.CR"
## [326,] "NA.GDP.BUSS.SNA08.KR"
## [327,] "NA.GDP.CNST.CR"
## [328,] "NA.GDP.CNST.KR"
## [329,] "NA.GDP.CNST.SNA08.CR"
## [330,] "NA.GDP.CNST.SNA08.KR"
## [331,] "NA.GDP.EDUS.SNA08.CR"
## [332,] "NA.GDP.EDUS.SNA08.KR"
## [333,] "NA.GDP.ELEC.GAS.SNA08.CR"
## [334,] "NA.GDP.ELEC.GAS.SNA08.KR"
## [335,] "NA.GDP.EXC.OG.CR"
## [336,] "NA.GDP.EXC.OG.KR"
## [337,] "NA.GDP.FINS.CR"
## [338,] "NA.GDP.FINS.KR"
## [339,] "NA.GDP.FINS.SNA08.CR"
## [340,] "NA.GDP.FINS.SNA08.KR"
## [341,] "NA.GDP.HLTH.SOCW.SNA08.CR"
## [342,] "NA.GDP.HLTH.SOCW.SNA08.KR"
## [343,] "NA.GDP.INC.OG.CR"
## [344,] "NA.GDP.INC.OG.KR"
## [345,] "NA.GDP.INC.OG.SNA08.CR"
## [346,] "NA.GDP.INC.OG.SNA08.KR"
## [347,] "NA.GDP.INF.COMM.SNA08.CR"
## [348,] "NA.GDP.INF.COMM.SNA08.KR"
## [349,] "NA.GDP.MINQ.CR"
## [350,] "NA.GDP.MINQ.KR"
## [351,] "NA.GDP.MINQ.SNA08.CR"
## [352,] "NA.GDP.MINQ.SNA08.KR"
## [353,] "NA.GDP.MNF.CR"
## [354,] "NA.GDP.MNF.KR"
## [355,] "NA.GDP.MNF.SNA08.CR"
## [356,] "NA.GDP.MNF.SNA08.KR"
## [357,] "NA.GDP.PADM.DEF.SNA08.CR"
## [358,] "NA.GDP.PADM.DEF.SNA08.KR"
## [359,] "NA.GDP.REST.SNA08.CR"
## [360,] "NA.GDP.REST.SNA08.KR"
## [361,] "NA.GDP.SRV.OTHR.CR"
## [362,] "NA.GDP.SRV.OTHR.KR"
## [363,] "NA.GDP.SRV.OTHR.SNA08.CR"
## [364,] "NA.GDP.SRV.OTHR.SNA08.KR"
## [365,] "NA.GDP.TRAN.COMM.CR"
## [366,] "NA.GDP.TRAN.COMM.KR"
## [367,] "NA.GDP.TRAN.STOR.SNA08.CR"
## [368,] "NA.GDP.TRAN.STOR.SNA08.KR"
## [369,] "NA.GDP.TRD.HTL.CR"
## [370,] "NA.GDP.TRD.HTL.KR"
## [371,] "NA.GDP.TRD.SNA08.CR"
## [372,] "NA.GDP.TRD.SNA08.KR"
## [373,] "NA.GDP.UTL.CR"
## [374,] "NA.GDP.UTL.KR"
## [375,] "NA.GDP.WTR.WST.SNA08.CR"
## [376,] "NA.GDP.WTR.WST.SNA08.KR"
## [377,] "NE.CON.GOVT.ZS"
## [378,] "NE.CON.PETC.ZS"
## [379,] "NE.CON.PRVT.ZS"
## [380,] "NE.CON.TETC.ZS"
## [381,] "NE.CON.TOTL.ZG"
## [382,] "NE.CON.TOTL.ZS"
## [383,] "NE.DAB.TOTL.ZS"
## [384,] "NE.EXP.GNFS.ZS"
## [385,] "NE.GDI.CON.GOVT.CR"
## [386,] "NE.GDI.CON.GOVT.SNA08.CR"
## [387,] "NE.GDI.CON.NPI.CR"
## [388,] "NE.GDI.CON.NPI.SNA08.CR"
## [389,] "NE.GDI.CON.PRVT.CR"
## [390,] "NE.GDI.CON.PRVT.SNA08.CR"
## [391,] "NE.GDI.EXPT.CR"
## [392,] "NE.GDI.EXPT.SNA08.CR"
## [393,] "NE.GDI.FPRV.ZS"
## [394,] "NE.GDI.FPUB.ZS"
## [395,] "NE.GDI.FTOT.CR"
## [396,] "NE.GDI.FTOT.SNA08.CR"
## [397,] "NE.GDI.FTOT.ZS"
## [398,] "NE.GDI.IMPT.CR"
## [399,] "NE.GDI.IMPT.SNA08.CR"
## [400,] "NE.GDI.INEX.SNA08.CR"
## [401,] "NE.GDI.STKB.CR"
## [402,] "NE.GDI.STKB.SNA08.CR"
## [403,] "NE.GDI.TOTL.CR"
## [404,] "NE.GDI.TOTL.SNA08.CR"
## [405,] "NE.GDI.TOTL.ZG"
## [406,] "NE.GDI.TOTL.ZS"
## [407,] "NE.IMP.GNFS.ZS"
## [408,] "NE.MRCH.GDP.ZS"
## [409,] "NE.RSB.GNFS.ZG"
## [410,] "NE.RSB.GNFS.ZS"
## [411,] "NE.TRD.GNFS.ZS"
## [412,] "NP.AGR.TOTL.ZG"
## [413,] "NP.IND.TOTL.ZG"
## [414,] "NP.SRV.TOTL.ZG"
## [415,] "NV.AGR.PCAP.KD.ZG"
## [416,] "NV.AGR.TOTL.ZG"
## [417,] "NV.AGR.TOTL.ZS"
## [418,] "NV.IND.MANF.ZS"
## [419,] "NV.IND.TOTL.ZG"
## [420,] "NV.IND.TOTL.ZS"
## [421,] "NV.SRV.DISC.CD"
## [422,] "NV.SRV.DISC.CN"
## [423,] "NV.SRV.DISC.KN"
## [424,] "NV.SRV.TETC.ZG"
## [425,] "NV.SRV.TETC.ZS"
## [426,] "NV.SRV.TOTL.ZS"
## [427,] "NY.AGR.SUBS.GD.ZS"
## [428,] "NY.GDP.COAL.RT.ZS"
## [429,] "NY.GDP.DEFL.87.ZG"
## [430,] "NY.GDP.DEFL.KD.ZG"
## [431,] "NY.GDP.DEFL.KD.ZG.AD"
## [432,] "NY.GDP.DEFL.ZS"
## [433,] "NY.GDP.DEFL.ZS.87"
## [434,] "NY.GDP.DEFL.ZS.AD"
## [435,] "NY.GDP.DISC.CD"
## [436,] "NY.GDP.DISC.CN"
## [437,] "NY.GDP.DISC.KN"
## [438,] "NY.GDP.FCST.KD.87"
## [439,] "NY.GDP.FCST.KN.87"
## [440,] "NY.GDP.FRST.RT.ZS"
## [441,] "NY.GDP.MINR.RT.ZS"
## [442,] "NY.GDP.MKTP.CD"
## [443,] "NY.GDP.MKTP.CD.XD"
## [444,] "NY.GDP.MKTP.CN"
## [445,] "NY.GDP.MKTP.CN.AD"
## [446,] "NY.GDP.MKTP.CN.XD"
## [447,] "NY.GDP.MKTP.IN"
## [448,] "NY.GDP.MKTP.KD"
## [449,] "NY.GDP.MKTP.KD.87"
## [450,] "NY.GDP.MKTP.KD.ZG"
## [451,] "NY.GDP.MKTP.KN"
## [452,] "NY.GDP.MKTP.KN.87"
## [453,] "NY.GDP.MKTP.KN.87.ZG"
## [454,] "NY.GDP.MKTP.PP.CD"
## [455,] "NY.GDP.MKTP.PP.KD"
## [456,] "NY.GDP.MKTP.PP.KD.87"
## [457,] "NY.GDP.MKTP.XD"
## [458,] "NY.GDP.MKTP.XU.E"
## [459,] "NY.GDP.NGAS.RT.ZS"
## [460,] "NY.GDP.PCAP.CD"
## [461,] "NY.GDP.PCAP.CN"
## [462,] "NY.GDP.PCAP.KD"
## [463,] "NY.GDP.PCAP.KD.ZG"
## [464,] "NY.GDP.PCAP.KN"
## [465,] "NY.GDP.PCAP.PP.CD"
## [466,] "NY.GDP.PCAP.PP.KD"
## [467,] "NY.GDP.PCAP.PP.KD.87"
## [468,] "NY.GDP.PCAP.PP.KD.ZG"
## [469,] "NY.GDP.PETR.RT.ZS"
## [470,] "NY.GDP.TOTL.RT.ZS"
## [471,] "NY.GDS.TOTL.ZS"
## [472,] "NY.GEN.AEDU.GD.ZS"
## [473,] "NY.GEN.DCO2.GD.ZS"
## [474,] "NY.GEN.DFOR.GD.ZS"
## [475,] "NY.GEN.DKAP.GD.ZS"
## [476,] "NY.GEN.DMIN.GD.ZS"
## [477,] "NY.GEN.DNGY.GD.ZS"
## [478,] "NY.GEN.NDOM.GD.ZS"
## [479,] "NY.GEN.SVNG.GD.ZS"
## [480,] "NY.GNS.ICTR.ZS"
## [481,] "NYGDPMKTPKDZ"
## [482,] "NYGDPMKTPSACD"
## [483,] "NYGDPMKTPSACN"
## [484,] "NYGDPMKTPSAKD"
## [485,] "NYGDPMKTPSAKN"
## [486,] "PA.NUS.PPP"
## [487,] "PA.NUS.PPP.05"
## [488,] "PA.NUS.PPPC.RF"
## [489,] "S02"
## [490,] "SE.XPD.EDUC.ZS"
## [491,] "SE.XPD.PRIM.GDP.ZS"
## [492,] "SE.XPD.PRIM.PC.ZS"
## [493,] "SE.XPD.SECO.GDP.ZS"
## [494,] "SE.XPD.SECO.PC.ZS"
## [495,] "SE.XPD.TERT.GDP.ZS"
## [496,] "SE.XPD.TERT.PC.ZS"
## [497,] "SE.XPD.TOTL.GD.ZS"
## [498,] "SF.TRN.RAIL.KM.ZS"
## [499,] "SH.XPD.CHEX.GD.ZS"
## [500,] "SH.XPD.GHED.GD.ZS"
## [501,] "SH.XPD.HLTH.ZS"
## [502,] "SH.XPD.KHEX.GD.ZS"
## [503,] "SH.XPD.PRIV.ZS"
## [504,] "SH.XPD.PUBL.ZS"
## [505,] "SH.XPD.TOTL.ZS"
## [506,] "SL.GDP.PCAP.EM.KD"
## [507,] "SL.GDP.PCAP.EM.KD.ZG"
## [508,] "SL.GDP.PCAP.EM.XD"
## [509,] "TG.VAL.TOTL.GD.PP.ZS"
## [510,] "TG.VAL.TOTL.GD.ZS"
## [511,] "TG.VAL.TOTL.GG.ZS"
## [512,] "UIS.XGDP.0.FSGOV"
## [513,] "UIS.XGDP.02.FSGOV.FFNTR"
## [514,] "UIS.XGDP.1.FSGOV"
## [515,] "UIS.XGDP.1.FSGOV.FFNTR"
## [516,] "UIS.XGDP.1.FSHH.FFNTR"
## [517,] "UIS.XGDP.2.FSGOV"
## [518,] "UIS.XGDP.2.FSGOV.FFNTR"
## [519,] "UIS.XGDP.23.FSGOV"
## [520,] "UIS.XGDP.23.FSHH.FFNTR"
## [521,] "UIS.XGDP.2T3.FSGOV.FFNTR"
## [522,] "UIS.XGDP.2T4.V.FSGOV"
## [523,] "UIS.XGDP.3.FSGOV"
## [524,] "UIS.XGDP.3.FSGOV.FFNTR"
## [525,] "UIS.XGDP.4.FSGOV"
## [526,] "UIS.XGDP.56.FSGOV"
## [527,] "UIS.XGDP.5T8.FSGOV.FFNTR"
## [528,] "UIS.XGDP.5T8.FSHH.FFNTR"
## [529,] "UIS.XGDP.FSGOV.FFNTR"
## [530,] "UIS.XGDP.FSHH.FFNTR"
## [531,] "UIS.XUNIT.GDPCAP.02.FSGOV"
## [532,] "UIS.XUNIT.GDPCAP.1.FSGOV"
## [533,] "UIS.XUNIT.GDPCAP.1.FSHH"
## [534,] "UIS.XUNIT.GDPCAP.2.FSGOV"
## [535,] "UIS.XUNIT.GDPCAP.23.FSGOV"
## [536,] "UIS.XUNIT.GDPCAP.23.FSHH"
## [537,] "UIS.XUNIT.GDPCAP.3.FSGOV"
## [538,] "UIS.XUNIT.GDPCAP.5T8.FSGOV"
## [539,] "UIS.XUNIT.GDPCAP.5T8.FSHH"
## name
## [1,] "Per capita GDP growth"
## [2,] "GDP (current $)"
## [3,] "GDP growth (annual %)"
## [4,] "GDP (constant 2005 $)"
## [5,] "GDP per capita, PPP (constant 2011 international $) "
## [6,] "Trade in services (% of GDP)"
## [7,] "Gross private capital flows (% of GDP, PPP)"
## [8,] "Gross private capital flows (% of GDP)"
## [9,] "Gross foreign direct investment (% of GDP, PPP)"
## [10,] "Gross foreign direct investment (% of GDP)"
## [11,] "Wage bill as a percentage of GDP"
## [12,] "Merchandise imports (BOP): percentage of GDP (%)"
## [13,] "Foreign direct investment, net outflows (% of GDP)"
## [14,] "Foreign direct investment, net outflows (% of GDP)"
## [15,] "Current account balance (% of GDP)"
## [16,] "Current account balance (% of GDP)"
## [17,] "Curr. acc. bal. before official transf. (% of GDP)"
## [18,] "Current account balance excluding net official capital grants (% of GDP)"
## [19,] "Net income (% of GDP)"
## [20,] "Foreign direct investment (% of GDP)"
## [21,] "Foreign direct investment, net inflows (% of GDP)"
## [22,] "Private capital flows, total (% of GDP)"
## [23,] "Net current transfers (% of GDP)"
## [24,] "Merchandise exports (BOP): percentage of GDP (%)"
## [25,] "Foreign direct investment, net inflows (% of GDP)"
## [26,] "Foreign direct investment, net inflows (% of GDP)"
## [27,] "Migrant remittance inflows (% of GDP)"
## [28,] "Personal remittances, received (% of GDP)"
## [29,] "Workers' remittances, receipts (% of GDP)"
## [30,] "Financing via international capital markets (gross inflows, % of GDP)"
## [31,] "Market capitalization of listed domestic companies (% of GDP)"
## [32,] "Stocks traded, total value (% of GDP)"
## [33,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [34,] "Gross PSD, Central Gov., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [35,] "Gross PSD, Financial Public Corp., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [36,] "Gross PSD, General Gov., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [37,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [38,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [39,] "Gross PSD, Central Gov., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [40,] "Gross PSD, Financial Public Corp., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [41,] "Gross PSD, General Gov., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [42,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [43,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [44,] "Gross PSD, Central Gov., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [45,] "Gross PSD, Financial Public Corp., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [46,] "Gross PSD, General Gov., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [47,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [48,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, Nominal Value, % of GDP"
## [49,] "Gross PSD, Central Gov., All maturities, All instruments, Nominal Value, % of GDP"
## [50,] "Gross PSD, Financial Public Corp., All maturities, All instruments, Nominal Value, % of GDP"
## [51,] "Gross PSD, General Gov., All maturities, All instruments, Nominal Value, % of GDP"
## [52,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, Nominal Value, % of GDP"
## [53,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [54,] "Gross PSD, Central Gov., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [55,] "Gross PSD, Financial Public Corp., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [56,] "Gross PSD, General Gov., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [57,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [58,] "Gross PSD, Budgetary Central Gov., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [59,] "Gross PSD, Central Gov., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [60,] "Gross PSD, Financial Public Corp., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [61,] "Gross PSD, General Gov., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [62,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [63,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [64,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [65,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [66,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [67,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [68,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [69,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [70,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [71,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [72,] "Gross PSD, Nonfinancial Public Corp., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [73,] "Gross PSD, Central Gov.-D1, All maturities, Debt securities + loans, Nominal Value, % of GDP"
## [74,] "Gross PSD, General Gov.-D1, All maturities, Debt securities + loans, Nominal Value, % of GDP"
## [75,] "Gross PSD, Central Gov.-D2, All maturities, D1+ SDRs + currency and deposits, Nominal Value, % of GDP"
## [76,] "Gross PSD, General Gov.-D2, All maturities, D1+ SDRs + currency and deposits, Nominal Value, % of GDP"
## [77,] "Gross PSD, Central Gov.-D2A, All maturities, D1+ currency and deposits, Maastricht debt, % of GDP"
## [78,] "Gross PSD, General Gov.-D2A, All maturities, D1+ currency and deposits, Maastricht debt, % of GDP"
## [79,] "Gross PSD, Central Gov.-D3, All maturities, D2+other accounts payable, Nominal Value, % of GDP"
## [80,] "Gross PSD, General Gov.-D3, All maturities, D2+other accounts payable, Nominal Value, % of GDP"
## [81,] "Gross PSD, Central Gov.-D4, All maturities, D3+insurance, pensions, and standardized guarantees, Nominal Value, % of GDP"
## [82,] "Gross PSD, General Gov.-D4, All maturities, D3+insurance, pensions, and standardized guarantees, Nominal Value, % of GDP"
## [83,] "Gross PSD, Budgetary Central Gov., All maturities, Debt securities, Nominal Value, % of GDP"
## [84,] "Gross PSD, Central Gov., All maturities, Debt securities, Nominal Value, % of GDP"
## [85,] "Gross PSD, Financial Public Corp., All maturities, Debt securities, Nominal Value, % of GDP"
## [86,] "Gross PSD, General Gov., All maturities, Debt securities, Nominal Value, % of GDP"
## [87,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [88,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [89,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [90,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [91,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [92,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [93,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [94,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [95,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [96,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [97,] "Gross PSD, Budgetary Central Gov., All maturities, Debt Securities, Market value, % of GDP"
## [98,] "Gross PSD, Central Gov., All maturities, Debt Securities, Market value, % of GDP"
## [99,] "Gross PSD, Financial Public Corp., All maturities, Debt Securities, Market value, % of GDP"
## [100,] "Gross PSD, General Gov., All maturities, Debt Securities, Market value, % of GDP"
## [101,] "Gross PSD, Nonfinancial Public Corp., All maturities, Debt Securities, Market value, % of GDP"
## [102,] "Gross PSD, Nonfinancial Public Corp., All maturities, Debt securities, Nominal Value, % of GDP"
## [103,] "Gross PSD, Budgetary Central Gov., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [104,] "Gross PSD, Central Gov., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [105,] "Gross PSD, Financial Public Corp., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [106,] "Gross PSD, General Gov., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [107,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [108,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [109,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [110,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [111,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [112,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [113,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [114,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [115,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [116,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [117,] "Gross PSD, Nonfinancial Public Corp., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [118,] "Gross PSD, Budgetary Central Gov., All maturities, Loans, Nominal Value, % of GDP"
## [119,] "Gross PSD, Central Gov., All maturities, Loans, Nominal Value, % of GDP"
## [120,] "Gross PSD, Financial Public Corp., All maturities, Loans, Nominal Value, % of GDP"
## [121,] "Gross PSD, General Gov., All maturities, Loans, Nominal Value, % of GDP"
## [122,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [123,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [124,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [125,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [126,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [127,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [128,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [129,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [130,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [131,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [132,] "Gross PSD, Nonfinancial Public Corp., All maturities, Loans, Nominal Value, % of GDP"
## [133,] "Gross PSD, Budgetary Central Gov., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [134,] "Gross PSD, Central Gov., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [135,] "Gross PSD, Financial Public Corp., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [136,] "Gross PSD, General Gov., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [137,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [138,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [139,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [140,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [141,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [142,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [143,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [144,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [145,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [146,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [147,] "Gross PSD, Nonfinancial Public Corp., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [148,] "Gross PSD, Budgetary Central Gov., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [149,] "Gross PSD, Central Gov., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [150,] "Gross PSD, Financial Public Corp., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [151,] "Gross PSD, General Gov., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [152,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [153,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [154,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [155,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [156,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [157,] "Gross PSD, Nonfinancial Public Corp., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [158,] "Gross PSD, Budgetary Central Gov., Long-term, All instruments, Nominal Value, % of GDP"
## [159,] "Gross PSD, Central Gov., Long-term, All instruments, Nominal Value, % of GDP"
## [160,] "Gross PSD, Financial Public Corp., Long-term, All instruments, Nominal Value, % of GDP"
## [161,] "Gross PSD, General Gov., Long-term, All instruments, Nominal Value, % of GDP"
## [162,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [163,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [164,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [165,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [166,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [167,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [168,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [169,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [170,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [171,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [172,] "Gross PSD, Nonfinancial Public Corp., Long-term, All instruments, Nominal Value, % of GDP"
## [173,] "Gross PSD, Budgetary Central Gov., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [174,] "Gross PSD, Central Gov., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [175,] "Gross PSD, Financial Public Corp., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [176,] "Gross PSD, General Gov., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [177,] "Gross PSD, Nonfinancial Public Corp., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [178,] "Gross PSD, Budgetary Central Gov., Short-term, Debt securities, Nominal Value, % of GDP"
## [179,] "Gross PSD, Central Gov., Short-term, Debt securities, Nominal Value, % of GDP"
## [180,] "Gross PSD, Financial Public Corp., Short-term, Debt securities, Nominal Value, % of GDP"
## [181,] "Gross PSD, General Gov., Short-term, Debt securities, Nominal Value, % of GDP"
## [182,] "Gross PSD, Nonfinancial Public Corp., Short-term, Debt securities, Nominal Value, % of GDP"
## [183,] "Gross PSD, Budgetary Central Gov., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [184,] "Gross PSD, Central Gov., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [185,] "Gross PSD, Financial Public Corp., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [186,] "Gross PSD, General Gov., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [187,] "Gross PSD, Nonfinancial Public Corp., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [188,] "Gross PSD, Budgetary Central Gov., Short-term, Loans, Nominal Value, % of GDP"
## [189,] "Gross PSD, Central Gov., Short-term, Loans, Nominal Value, % of GDP"
## [190,] "Gross PSD, Financial Public Corp., Short-term, Loans, Nominal Value, % of GDP"
## [191,] "Gross PSD, General Gov., Short-term, Loans, Nominal Value, % of GDP"
## [192,] "Gross PSD, Nonfinancial Public Corp., Short-term, Loans, Nominal Value, % of GDP"
## [193,] "Gross PSD, Budgetary Central Gov., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [194,] "Gross PSD, Central Gov., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [195,] "Gross PSD, Financial Public Corp., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [196,] "Gross PSD, General Gov., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [197,] "Gross PSD, Nonfinancial Public Corp., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [198,] "Gross PSD, Budgetary Central Gov., Short-term, All instruments, Nominal Value, % of GDP"
## [199,] "Gross PSD, Central Gov., Short-term, All instruments, Nominal Value, % of GDP"
## [200,] "Gross PSD, Financial Public Corp., Short-term, All instruments, Nominal Value, % of GDP"
## [201,] "Gross PSD, General Gov., Short-term, All instruments, Nominal Value, % of GDP"
## [202,] "Gross PSD, Nonfinancial Public Corp., Short-term, All instruments, Nominal Value, % of GDP"
## [203,] "Debt on Concessional terms to GDP (% of GDP)"
## [204,] "Debt on Non-concessional terms to GDP (% of GDP)"
## [205,] "Debt outstanding and disbursed, Total to GDP (% of GDP)"
## [206,] "Net ODA received (% of GDP)"
## [207,] "Net ODA received from DAC donors (% of recipient's GDP)"
## [208,] "Net ODA received from multilateral donors (% of GDP)"
## [209,] "Net ODA received from non-DAC bilateral donors (% of GDP)"
## [210,] "Net ODA received (% of GDP)"
## [211,] "Total debt service (% of GDP)"
## [212,] "Energy intensity level of primary energy (MJ/$2011 PPP GDP)"
## [213,] "GDP per unit of energy use (1987 US$ per kg of oil equivalent)"
## [214,] "GDP per unit of energy use (2000 US$ per kg of oil equivalent)"
## [215,] "GDP per unit of energy use (PPP $ per kg of oil equivalent)"
## [216,] "GDP per unit of energy use (constant 2017 PPP $ per kg of oil equivalent)"
## [217,] "Energy use (kg of oil equivalent) per $1,000 GDP (constant 2017 PPP)"
## [218,] "CO2 emissions, industrial (kg per 1987 US$ of GDP)"
## [219,] "CO2 emissions, industrial (kg per 1987 US$ of GDP)"
## [220,] "CO2 emissions (kg per 2010 US$ of GDP)"
## [221,] "CO2 emissions (kg per PPP $ of GDP)"
## [222,] "CO2 emissions (kg per 2017 PPP $ of GDP)"
## [223,] "Water productivity, total (constant 2010 US$ GDP per cubic meter of total freshwater withdrawal)"
## [224,] "GDP per unit of energy use (1987 US$ per kg of oil equivalent)"
## [225,] "Deposit insurance coverage (% of GDP per capita)"
## [226,] "Domestic credit to private sector by banks (% of GDP)"
## [227,] "Total reserves includes gold (% of GDP)"
## [228,] "Claims on governments and other public entities (% of GDP)"
## [229,] "Broad money (% of GDP)"
## [230,] "Money and quasi money (M2) as % of GDP"
## [231,] "Money and quasi money (M2) as % of GDP"
## [232,] "Income velocity of money (GDP/M2)"
## [233,] "Quasi-liquid liabilities (% of GDP)"
## [234,] "Seignorage (% of GDP)"
## [235,] "Claims on central government, etc. (% GDP)"
## [236,] "Claims on other sectors of the domestic economy (% of GDP)"
## [237,] "Domestic credit provided by financial sector (% of GDP)"
## [238,] "Domestic credit provided by banking sector (% of GDP)"
## [239,] "Domestic credit to private sector (% of GDP)"
## [240,] "Credit to private sector (% of GDP)"
## [241,] "Liquid liabilities (M3) as % of GDP"
## [242,] "Liquid liabilities (M3) as % of GDP"
## [243,] "Quasi-liquid liabilities (% of GDP)"
## [244,] "Overall budget balance, including grants (% of GDP)"
## [245,] "Overall budget deficit, including grants (% of GDP)"
## [246,] "Central government debt, total (% of GDP)"
## [247,] "Central government debt, total (% of GDP)"
## [248,] "Financing from abroad (% of GDP)"
## [249,] "Financing from abroad (% of GDP)"
## [250,] "Domestic financing, total (% of GDP)"
## [251,] "Domestic finanacing (% of GDP)"
## [252,] "Current revenue, excluding grants (% of GDP)"
## [253,] "Current revenue (% of GDP)"
## [254,] "Central government revenues, excluding all grants (% of GDP)"
## [255,] "Current revenue, excluding grants (% of GDP)"
## [256,] "SOE external debt (% of GDP)"
## [257,] "State-owned enterprises, economic activity (% of GDP)"
## [258,] "SOE economic activity (% of GDP)"
## [259,] "State-owned enterprises, net financial flows from government (% of GDP)"
## [260,] "SOE net financial flows from government (% of GDP)"
## [261,] "State-owned enterprises, overall balance before transfers (% of GDP)"
## [262,] "Tax revenue (% of GDP)"
## [263,] "Tax revenue (% of GDP)"
## [264,] "Defense expenditure (% of GDP)"
## [265,] "Research and development expenditure (% of GDP)"
## [266,] "Expenditure, total (% of GDP)"
## [267,] "Total expenditure (% of GDP)"
## [268,] "Net acquisition of financial assets (% of GDP)"
## [269,] "Cash surplus/deficit (% of GDP)"
## [270,] "Central government debt, total (% of GDP)"
## [271,] "Net incurrence of liabilities, domestic (% of GDP)"
## [272,] "Net incurrence of liabilities, foreign (% of GDP)"
## [273,] "Net incurrence of liabilities, total (% of GDP)"
## [274,] "Net investment in nonfinancial assets (% of GDP)"
## [275,] "Net lending (+) / net borrowing (-) (% of GDP)"
## [276,] "Revenue, excluding grants (% of GDP)"
## [277,] "Tax revenue (% of GDP)"
## [278,] "Expense (% of GDP)"
## [279,] "Expenditure shares of GDP (percentage share, GDP=100, XR term)"
## [280,] "Private credit by deposit money banks to GDP (%)"
## [281,] "Deposit money banks'' assets to GDP (%)"
## [282,] "Nonbank financial institutions’ assets to GDP (%)"
## [283,] "Liquid liabilities to GDP (%)"
## [284,] "Central bank assets to GDP (%)"
## [285,] "Mutual fund assets to GDP (%)"
## [286,] "Financial system deposits to GDP (%)"
## [287,] "Life insurance premium volume to GDP (%)"
## [288,] "Non-life insurance premium volume to GDP (%)"
## [289,] "Insurance company assets to GDP (%)"
## [290,] "Private credit by deposit money banks and other financial institutions to GDP (%)"
## [291,] "Pension fund assets to GDP (%)"
## [292,] "Domestic credit to private sector (% of GDP)"
## [293,] "Stock market capitalization to GDP (%)"
## [294,] "Stock market total value traded to GDP (%)"
## [295,] "Outstanding domestic private debt securities to GDP (%)"
## [296,] "Outstanding domestic public debt securities to GDP (%)"
## [297,] "Outstanding international private debt securities to GDP (%)"
## [298,] "Outstanding international public debt securities to GDP (%)"
## [299,] "International debt issues to GDP (%)"
## [300,] "Gross portfolio equity liabilities to GDP (%)"
## [301,] "Gross portfolio equity assets to GDP (%)"
## [302,] "Gross portfolio debt liabilities to GDP (%)"
## [303,] "Gross portfolio debt assets to GDP (%)"
## [304,] "Syndicated loan issuance volume to GDP (%)"
## [305,] "Corporate bond issuance volume to GDP (%)"
## [306,] "Credit to government and state-owned enterprises to GDP (%)"
## [307,] "Bank deposits to GDP (%)"
## [308,] "Loans from nonresident banks (net) to GDP (%)"
## [309,] "Loans from nonresident banks (amounts outstanding) to GDP (%)"
## [310,] "Remittance inflows to GDP (%)"
## [311,] "Consolidated foreign claims of BIS reporting banks to GDP (%)"
## [312,] "Global leasing volume to GDP (%)"
## [313,] "Total factoring volume to GDP (%)"
## [314,] "Information and communication technology expenditure (% of GDP)"
## [315,] "Railways, goods transported (ton-km per PPP $ million of GDP)"
## [316,] "Railways, passenger-km (per PPP $ million of GDP)"
## [317,] "Telecommunications revenue (% GDP)"
## [318,] "Military expenditure (% of GDP)"
## [319,] "GDP on Accommodation & Food Beverages Activity Sector (in IDR Million), SNA 2008, Current Price"
## [320,] "GDP on Accommodation & Food Beverages Activity Sector (in IDR Million), SNA 2008, Constant Price"
## [321,] "GDP on Agriculture Sector (in IDR Million), Current Price"
## [322,] "GDP on Agriculture Sector (in IDR Million), Constant Price"
## [323,] "GDP on Agriculture, Forestry & Fisheries Sector (in IDR Million), SNA 2008, Current Price"
## [324,] "GDP on Agriculture, Forestry & Fisheries Sector (in IDR Million), SNA 2008, Constant Price"
## [325,] "GDP on Business Services Sector (in IDR Million), SNA 2008, Current Price"
## [326,] "GDP on Business Services Sector (in IDR Million), SNA 2008, Constant Price"
## [327,] "GDP on Construction Sector (in IDR Million), Current Price"
## [328,] "GDP on Construction Sector (in IDR Million), Constant Price"
## [329,] "GDP on Construction Sector (in IDR Million), SNA 2008, Current Price"
## [330,] "GDP on Construction Sector (in IDR Million), SNA 2008, Constant Price"
## [331,] "GDP on Education Services Sector (in IDR Million), SNA 2008, Current Price"
## [332,] "GDP on Education Services Sector (in IDR Million), SNA 2008, Constant Price"
## [333,] "GDP on Electricity & Gas Supply Sector (in IDR Million), SNA 2008, Current Price"
## [334,] "GDP on Electricity & Gas Supply Sector (in IDR Million), SNA 2008, Constant Price"
## [335,] "Total GDP excluding Oil and Gas (in IDR Million), Current Price"
## [336,] "Total GDP excluding Oil and Gas (in IDR Million), Constant Price"
## [337,] "GDP on Financial Service Sector (in IDR Million), Current Price"
## [338,] "GDP on Financial Service Sector (in IDR Million), Constant Price"
## [339,] "GDP on Financial & Insurance Activity Sector (in IDR Million), SNA 2008, Current Price"
## [340,] "GDP on Financial & Insurance Activity Sector (in IDR Million), SNA 2008, Constant Price"
## [341,] "GDP on Human Health & Social Work Activity Sector (in IDR Million), SNA 2008, Current Price"
## [342,] "GDP on Human Health & Social Work Activity Sector (in IDR Million), SNA 2008, Constant Price"
## [343,] "Total GDP including Oil and Gas (in IDR Million), Current Price"
## [344,] "Total GDP including Oil and Gas (in IDR Million), Constant Price"
## [345,] "Total GDP including Oil and Gas (in IDR Million), SNA 2008, Current Price"
## [346,] "Total GDP including Oil and Gas (in IDR Million), SNA 2008, Constant Price"
## [347,] "GDP on Information & Communication Sector (in IDR Million), SNA 2008, Current Price"
## [348,] "GDP on Information & Communication Sector (in IDR Million), SNA 2008, Constant Price"
## [349,] "GDP on Mining and Quarrying Sector (in IDR Million), Current Price"
## [350,] "GDP on Mining and Quarrying Sector (in IDR Million), Constant Price"
## [351,] "GDP on Mining & Quarrying Sector (in IDR Million), SNA 2008, Current Price"
## [352,] "GDP on Mining & Quarrying Sector (in IDR Million), SNA 2008, Constant Price"
## [353,] "GDP on Manufacturing Sector (in IDR Million), Current Price"
## [354,] "GDP on Manufacturing Sector (in IDR Million), Constant Price"
## [355,] "GDP on Manufacturing Industry Sector (in IDR Million), SNA 2008, Current Price"
## [356,] "GDP on Manufacturing Industry Sector (in IDR Million), SNA 2008, Constant Price"
## [357,] "GDP on Public Administration, Defense & Compulsory Social Security Sector (in IDR Million), SNA 2008, Current Price"
## [358,] "GDP on Public Administration, Defense & Compulsory Social Security Sector (in IDR Million), SNA 2008, Constant Price"
## [359,] "GDP on Real Estate Sector (in IDR Million), SNA 2008, Current Price"
## [360,] "GDP on Real Estate Sector (in IDR Million), SNA 2008, Constant Price"
## [361,] "GDP on Other Service Sector (in IDR Million), Current Price"
## [362,] "GDP on Other Service Sector (in IDR Million), Constant Price"
## [363,] "GDP on Other Services Sector (in IDR Million), SNA 2008, Current Price"
## [364,] "GDP on Other Services Sector (in IDR Million), SNA 2008, Constant Price"
## [365,] "GDP on Transportation and Telecommunication Sector (in IDR Million), Current Price"
## [366,] "GDP on Transportation and Telecommunication Sector (in IDR Million), Constant Price"
## [367,] "GDP on Transportation & Storage Sector (in IDR Million), SNA 2008, Current Price"
## [368,] "GDP on Transportation & Storage Sector (in IDR Million), SNA 2008, Constant Price"
## [369,] "GDP on Trade, Hotel and Restaurant Sector (in IDR Million), Current Price"
## [370,] "GDP on Trade, Hotel and Restaurant Sector (in IDR Million), Constant Price"
## [371,] "GDP on Wholesales & Retail Trade, Repair of Motor Vehicles & Motorcycles Sector (in IDR Million), SNA 2008, Current Price"
## [372,] "GDP on Wholesales & Retail Trade, Repair of Motor Vehicles & Motorcycles Sector (in IDR Million), SNA 2008, Constant Price"
## [373,] "GDP on Utilities Sector (in IDR Million), Current Price"
## [374,] "GDP on Utilities Sector (in IDR Million), Constant Price"
## [375,] "GDP on Water Supply, Sewerage, Waste & Recycling Management Sector (in IDR Million), SNA 2008, Current Price"
## [376,] "GDP on Water Supply, Sewerage, Waste & Recycling Management Sector (in IDR Million), SNA 2008, Constant Price"
## [377,] "General government final consumption expenditure (% of GDP)"
## [378,] "Household final consumption expenditure, etc. (% of GDP)"
## [379,] "Households and NPISHs final consumption expenditure (% of GDP)"
## [380,] "Final consumption expenditure, etc. (% of GDP)"
## [381,] "Total consumption: contribution to growth of GDP (%)"
## [382,] "Final consumption expenditure (% of GDP)"
## [383,] "Gross national expenditure (% of GDP)"
## [384,] "Exports of goods and services (% of GDP)"
## [385,] "GDP expenditure on general government consumption (in IDR Million)"
## [386,] "GDP expenditure on general government consumption (in IDR Million), SNA 2008, Current Price"
## [387,] "GDP expenditure on non profit private institution consumption (in IDR Million)"
## [388,] "GDP expenditure on non profit private institution consumption (in IDR Million), SNA 2008, Current Price"
## [389,] "GDP expenditure on private consumption (in IDR Million)"
## [390,] "GDP expenditure on private consumption (in IDR Million), SNA 2008, Current Price"
## [391,] "GDP expenditure on exports (in IDR Million)"
## [392,] "GDP expenditure on exports (in IDR Million), SNA 2008, Current Price"
## [393,] "Gross fixed capital formation, private sector (% of GDP)"
## [394,] "Gross public investment (% of GDP)"
## [395,] "GDP expenditure on gross fixed capital formation (in IDR Million)"
## [396,] "GDP expenditure on gross fixed capital formation (in IDR Million), SNA 2008, Current Price"
## [397,] "Gross fixed capital formation (% of GDP)"
## [398,] "GDP expenditure on imports (in IDR Million)"
## [399,] "GDP expenditure on imports (in IDR Million), SNA 2008, Current Price"
## [400,] "GDP expenditure on inter-region net exports (in IDR Million), SNA 2008, Current Price"
## [401,] "GDP expenditure on changes in stock (in IDR Million)"
## [402,] "GDP expenditure on changes in stock (in IDR Million), SNA 2008, Current Price"
## [403,] "Total GDP based on expenditure (in IDR Million)"
## [404,] "Total GDP based on expenditure (in IDR Million), SNA 2008, Current Price"
## [405,] "Gross domestic investment: contr. to growth of GDP(%)"
## [406,] "Gross capital formation (% of GDP)"
## [407,] "Imports of goods and services (% of GDP)"
## [408,] "Merchandise trade to GDP ratio (%)"
## [409,] "Resource balance: contribution to growth of GDP (%)"
## [410,] "External balance on goods and services (% of GDP)"
## [411,] "Trade (% of GDP)"
## [412,] "Agriculture: contribution to growth of GDP (%)"
## [413,] "Industry: contribution to growth of GDP (%)"
## [414,] "Services: contribution to growth of GDP (%)"
## [415,] "Real agricultural GDP per capita growth rate (%)"
## [416,] "Real agricultural GDP growth rates (%)"
## [417,] "Agriculture, forestry, and fishing, value added (% of GDP)"
## [418,] "Manufacturing, value added (% of GDP)"
## [419,] "Industry: contribution to growth of GDP (%)"
## [420,] "Industry (including construction), value added (% of GDP)"
## [421,] "Discrepancy in GDP, value added (current US$)"
## [422,] "Discrepancy in GDP, value added (current LCU)"
## [423,] "Discrepancy in GDP, value added (constant LCU)"
## [424,] "Services: contribution to growth of GDP (%)"
## [425,] "Services, etc., value added (% of GDP)"
## [426,] "Services, value added (% of GDP)"
## [427,] "Agricultural support estimate (% of GDP)"
## [428,] "Coal rents (% of GDP)"
## [429,] "Inflation, GDP deflator (annual %)"
## [430,] "Inflation, GDP deflator (annual %)"
## [431,] "Inflation, GDP deflator: linked series (annual %)"
## [432,] "GDP deflator (base year varies by country)"
## [433,] "GDP deflator (1987 = 100)"
## [434,] "GDP deflator: linked series (base year varies by country)"
## [435,] "Discrepancy in expenditure estimate of GDP (current US$)"
## [436,] "Discrepancy in expenditure estimate of GDP (current LCU)"
## [437,] "Discrepancy in expenditure estimate of GDP (constant LCU)"
## [438,] "GDP at factor cost (constant 1987 US$)"
## [439,] "GDP at factor cost (constant 1987 LCU)"
## [440,] "Forest rents (% of GDP)"
## [441,] "Mineral rents (% of GDP)"
## [442,] "GDP (current US$)"
## [443,] "GDP deflator, index (2000=100; US$ series)"
## [444,] "GDP (current LCU)"
## [445,] "GDP: linked series (current LCU)"
## [446,] "GDP deflator, period average (LCU index 2000=100)"
## [447,] "GDP Deflator"
## [448,] "GDP (constant 2010 US$)"
## [449,] "GDP at market prices (constant 1987 US$)"
## [450,] "GDP growth (annual %)"
## [451,] "GDP (constant LCU)"
## [452,] "GDP at market prices (constant 1987 LCU)"
## [453,] "GDP growth (annual %)"
## [454,] "GDP, PPP (current international $)"
## [455,] "GDP, PPP (constant 2017 international $)"
## [456,] "GDP, PPP (constant 1987 international $)"
## [457,] "GDP deflator (1987=100,Index)"
## [458,] "GDP deflator, end period (base year varies by country)"
## [459,] "Natural gas rents (% of GDP)"
## [460,] "GDP per capita (current US$)"
## [461,] "GDP per capita (current LCU)"
## [462,] "GDP per capita (constant 2010 US$)"
## [463,] "GDP per capita growth (annual %)"
## [464,] "GDP per capita (constant LCU)"
## [465,] "GDP per capita, PPP (current international $)"
## [466,] "GDP per capita, PPP (constant 2017 international $)"
## [467,] "GDP per capita, PPP (constant 1987 international $)"
## [468,] "GDP per capita, PPP annual growth (%)"
## [469,] "Oil rents (% of GDP)"
## [470,] "Total natural resources rents (% of GDP)"
## [471,] "Gross domestic savings (% of GDP)"
## [472,] "Genuine savings: education expenditure (% of GDP)"
## [473,] "Genuine savings: carbon dioxide damage (% of GDP)"
## [474,] "Genuine savings: net forest depletion (% of GDP)"
## [475,] "Genuine savings: consumption of fixed capital (% of GDP)"
## [476,] "Genuine savings: mineral depletion (% of GDP)"
## [477,] "Genuine savings: energy depletion (% of GDP)"
## [478,] "Genuine savings: net domestic savings (% of GDP)"
## [479,] "Genuine domestic savings (% of GDP)"
## [480,] "Gross savings (% of GDP)"
## [481,] "Annual percentage growth rate of GDP at market prices based on constant 2010 US Dollars."
## [482,] "GDP,current US$,millions,seas. adj.,"
## [483,] "GDP,current LCU,millions,seas. adj.,"
## [484,] "GDP,constant 2010 US$,millions,seas. adj.,"
## [485,] "GDP,constant 2010 LCU,millions,seas. adj.,"
## [486,] "PPP conversion factor, GDP (LCU per international $)"
## [487,] "2005 PPP conversion factor, GDP (LCU per international $)"
## [488,] "Price level ratio of PPP conversion factor (GDP) to market exchange rate"
## [489,] "EXPENDITURE SHARES (GDP=100)"
## [490,] "Public Expenditure on Education (% GDP)"
## [491,] "Public spending on education, primary (% of GDP)"
## [492,] "Government expenditure per student, primary (% of GDP per capita)"
## [493,] "Public spending on education, secondary (% of GDP)"
## [494,] "Government expenditure per student, secondary (% of GDP per capita)"
## [495,] "Public spending on education, tertiary (% of GDP)"
## [496,] "Government expenditure per student, tertiary (% of GDP per capita)"
## [497,] "Government expenditure on education, total (% of GDP)"
## [498,] "Rail traffic (km per million US$ GDP)"
## [499,] "Current health expenditure (% of GDP)"
## [500,] "Domestic general government health expenditure (% of GDP)"
## [501,] "Public Expenditure on Health (% GDP)"
## [502,] "Capital health expenditure (% of GDP)"
## [503,] "Health expenditure, private (% of GDP)"
## [504,] "Health expenditure, public (% of GDP)"
## [505,] "Health expenditure, total (% of GDP)"
## [506,] "GDP per person employed (constant 2017 PPP $)"
## [507,] "GDP per person employed (annual % growth)"
## [508,] "GDP per person employed, index (1980 = 100)"
## [509,] "Trade (% of GDP, PPP)"
## [510,] "Merchandise trade (% of GDP)"
## [511,] "Trade in goods (% of goods GDP)"
## [512,] "Government expenditure on pre-primary education as % of GDP (%)"
## [513,] "Initial government funding of pre-primary education as a percentage of GDP (%)"
## [514,] "Government expenditure on primary education as % of GDP (%)"
## [515,] "Initial government funding of primary education as a percentage of GDP (%)"
## [516,] "Initial household funding of primary education as a percentage of GDP"
## [517,] "Government expenditure on lower secondary education as a percentage of GDP (%)"
## [518,] "Initial government funding of lower secondary education as a percentage of GDP (%)"
## [519,] "Government expenditure on secondary education as % of GDP (%)"
## [520,] "Initial household funding of secondary education as a percentage of GDP"
## [521,] "Initial government funding of secondary education as a percentage of GDP (%)"
## [522,] "Government expenditure on secondary and post-secondary non-tertiary vocational education as % of GDP (%)"
## [523,] "Government expenditure on upper secondary education as a percentage of GDP (%)"
## [524,] "Initial government funding of upper secondary education as a percentage of GDP (%)"
## [525,] "Government expenditure on post-secondary non-tertiary education as % of GDP (%)"
## [526,] "Government expenditure on tertiary education as % of GDP (%)"
## [527,] "Initial government funding of tertiary education as a percentage of GDP (%)"
## [528,] "Initial household funding of tertiary education as a percentage of GDP"
## [529,] "Initial government funding of education as a percentage of GDP (%)"
## [530,] "Initial household funding of education as a percentage of GDP"
## [531,] "Initial government funding per pre-primary student as a percentage of GDP per capita"
## [532,] "Initial government funding per primary student as a percentage of GDP per capita"
## [533,] "Initial household funding per primary student as a percentage of GDP per capita"
## [534,] "Initial government funding per lower secondary student as a percentage of GDP per capita"
## [535,] "Initial government funding per secondary student as a percentage of GDP per capita"
## [536,] "Initial household funding per secondary student as a percentage of GDP per capita"
## [537,] "Initial government funding per upper secondary student as a percentage of GDP per capita"
## [538,] "Initial government funding per tertiary student as a percentage of GDP per capita"
## [539,] "Initial household funding per tertiary student as a percentage of GDP per capita"
WDIsearch('gdp')[1:10,]
## indicator
## [1,] "5.51.01.10.gdp"
## [2,] "6.0.GDP_current"
## [3,] "6.0.GDP_growth"
## [4,] "6.0.GDP_usd"
## [5,] "6.0.GDPpc_constant"
## [6,] "BG.GSR.NFSV.GD.ZS"
## [7,] "BG.KAC.FNEI.GD.PP.ZS"
## [8,] "BG.KAC.FNEI.GD.ZS"
## [9,] "BG.KLT.DINV.GD.PP.ZS"
## [10,] "BG.KLT.DINV.GD.ZS"
## name
## [1,] "Per capita GDP growth"
## [2,] "GDP (current $)"
## [3,] "GDP growth (annual %)"
## [4,] "GDP (constant 2005 $)"
## [5,] "GDP per capita, PPP (constant 2011 international $) "
## [6,] "Trade in services (% of GDP)"
## [7,] "Gross private capital flows (% of GDP, PPP)"
## [8,] "Gross private capital flows (% of GDP)"
## [9,] "Gross foreign direct investment (% of GDP, PPP)"
## [10,] "Gross foreign direct investment (% of GDP)"
WDIsearch('gdp.*capita.*constant')
## indicator
## [1,] "6.0.GDPpc_constant"
## [2,] "NY.GDP.PCAP.KD"
## [3,] "NY.GDP.PCAP.KN"
## [4,] "NY.GDP.PCAP.PP.KD"
## [5,] "NY.GDP.PCAP.PP.KD.87"
## name
## [1,] "GDP per capita, PPP (constant 2011 international $) "
## [2,] "GDP per capita (constant 2010 US$)"
## [3,] "GDP per capita (constant LCU)"
## [4,] "GDP per capita, PPP (constant 2017 international $)"
## [5,] "GDP per capita, PPP (constant 1987 international $)"
dat = WDI(indicator='NY.GDP.PCAP.KD', country=c('EGY','LBN','MAR','JOR','SAU','ARE','BHR','LBY','OMN','SYR','PSE','DJI','IRQ','KWT','QTR','DAZ','TUN','YEM','MRT','SDN','SOM'), start=2019, end=2022)
## Warning in WDI(indicator = "NY.GDP.PCAP.KD", country = c("EGY", "LBN", "MAR", :
## Please use ISO-2, ISO-3, or World Bank regional codes. Some of the country codes
## that you requested are invalid: QTR, DAZ
dat
## iso2c country NY.GDP.PCAP.KD year
## 1 AE United Arab Emirates 37497.5926 2020
## 2 AE United Arab Emirates 40438.3385 2019
## 3 BH Bahrain 19514.8749 2020
## 4 BH Bahrain 21317.3345 2019
## 5 DJ Djibouti 3246.7469 2020
## 6 DJ Djibouti 3278.5274 2019
## 7 EG Egypt, Arab Rep. 4028.4209 2020
## 8 EG Egypt, Arab Rep. 3964.9871 2019
## 9 IQ Iraq 4247.8144 2020
## 10 IQ Iraq 5154.2768 2019
## 11 JO Jordan 4028.9630 2020
## 12 JO Jordan 4133.5498 2019
## 13 KW Kuwait 24429.2205 2020
## 14 KW Kuwait 27156.4754 2019
## 15 LB Lebanon 5382.3371 2020
## 16 LB Lebanon 6823.1041 2019
## 17 LY Libya 4046.6349 2020
## 18 LY Libya 5971.8496 2019
## 19 MA Morocco 2818.7717 2020
## 20 MA Morocco 3044.9062 2019
## 21 MR Mauritania 1549.9572 2020
## 22 MR Mauritania 1620.9950 2019
## 23 OM Oman 15743.2243 2020
## 24 OM Oman 16694.1323 2019
## 25 PS West Bank and Gaza 2917.8878 2020
## 26 PS West Bank and Gaza 3378.4346 2019
## 27 SA Saudi Arabia 18691.2474 2020
## 28 SA Saudi Arabia 19801.8742 2019
## 29 SD Sudan 1127.7243 2020
## 30 SD Sudan 1198.5179 2019
## 31 SO Somalia 444.7884 2020
## 32 SO Somalia 446.8542 2019
## 33 SY Syrian Arab Republic NA 2020
## 34 SY Syrian Arab Republic 952.8849 2019
## 35 TN Tunisia 3780.6031 2020
## 36 TN Tunisia 4206.9540 2019
## 37 YE Yemen, Rep. NA 2020
## 38 YE Yemen, Rep. NA 2019
head(dat)
## iso2c country NY.GDP.PCAP.KD year
## 1 AE United Arab Emirates 37497.593 2020
## 2 AE United Arab Emirates 40438.339 2019
## 3 BH Bahrain 19514.875 2020
## 4 BH Bahrain 21317.334 2019
## 5 DJ Djibouti 3246.747 2020
## 6 DJ Djibouti 3278.527 2019
# AR1
library(ggplot2)
## Warning: package 'ggplot2' was built under R version 4.1.2
ggplot(dat, aes(year, NY.GDP.PCAP.KD, color=country)) + geom_line() +
xlab('Year') + ylab('GDP per capita')
## Warning: Removed 3 row(s) containing missing values (geom_path).
new_cache = WDIcache()
WDIsearch('gdp', cache=new_cache)
## indicator
## [1,] "5.51.01.10.gdp"
## [2,] "6.0.GDP_current"
## [3,] "6.0.GDP_growth"
## [4,] "6.0.GDP_usd"
## [5,] "6.0.GDPpc_constant"
## [6,] "BG.GSR.NFSV.GD.ZS"
## [7,] "BG.KAC.FNEI.GD.PP.ZS"
## [8,] "BG.KAC.FNEI.GD.ZS"
## [9,] "BG.KLT.DINV.GD.PP.ZS"
## [10,] "BG.KLT.DINV.GD.ZS"
## [11,] "BI.WAG.TOTL.GD.ZS"
## [12,] "BM.GSR.MRCH.ZS"
## [13,] "BM.KLT.DINV.GD.ZS"
## [14,] "BM.KLT.DINV.WD.GD.ZS"
## [15,] "BN.CAB.XOKA.GD.ZS"
## [16,] "BN.CAB.XOKA.GDP.ZS"
## [17,] "BN.CAB.XOTR.ZS"
## [18,] "BN.CUR.GDPM.ZS"
## [19,] "BN.GSR.FCTY.CD.ZS"
## [20,] "BN.KLT.DINV.CD.ZS"
## [21,] "BN.KLT.DINV.DRS.GDP.ZS"
## [22,] "BN.KLT.PRVT.GD.ZS"
## [23,] "BN.TRF.CURR.CD.ZS"
## [24,] "BX.GSR.MRCH.ZS"
## [25,] "BX.KLT.DINV.DT.GD.ZS"
## [26,] "BX.KLT.DINV.WD.GD.ZS"
## [27,] "BX.TRF.MGR.DT.GD.ZS"
## [28,] "BX.TRF.PWKR.DT.GD.ZS"
## [29,] "BX.TRF.PWKR.GD.ZS"
## [30,] "CC.CPAT.NRRT.HU"
## [31,] "CC.CPAT.NRRT.TW"
## [32,] "CC.CPAT.TWCC.SI"
## [33,] "CC.CPAT.TWCC.TI"
## [34,] "CC.ENTX.ENE.ZS"
## [35,] "CC.GHG.MEMG.EI"
## [36,] "CC.GHG.MEMG.GC"
## [37,] "CC.INCP.ALRS"
## [38,] "CC.INCP.KRGC"
## [39,] "CC.INCP.SPMC"
## [40,] "CC.RISK.AST.ZS"
## [41,] "CC.RISK.WELL.ZS"
## [42,] "CC.SP.EXP.ZS"
## [43,] "CM.FIN.INTL.GD.ZS"
## [44,] "CM.MKT.LCAP.GD.ZS"
## [45,] "CM.MKT.TRAD.GD.ZS"
## [46,] "DP.DOD.DECD.CR.BC.Z1"
## [47,] "DP.DOD.DECD.CR.CG.Z1"
## [48,] "DP.DOD.DECD.CR.FC.Z1"
## [49,] "DP.DOD.DECD.CR.GG.Z1"
## [50,] "DP.DOD.DECD.CR.NF.Z1"
## [51,] "DP.DOD.DECF.CR.BC.Z1"
## [52,] "DP.DOD.DECF.CR.CG.Z1"
## [53,] "DP.DOD.DECF.CR.FC.Z1"
## [54,] "DP.DOD.DECF.CR.GG.Z1"
## [55,] "DP.DOD.DECF.CR.NF.Z1"
## [56,] "DP.DOD.DECN.CR.BC.Z1"
## [57,] "DP.DOD.DECN.CR.CG.Z1"
## [58,] "DP.DOD.DECN.CR.FC.Z1"
## [59,] "DP.DOD.DECN.CR.GG.Z1"
## [60,] "DP.DOD.DECN.CR.NF.Z1"
## [61,] "DP.DOD.DECT.CR.BC.Z1"
## [62,] "DP.DOD.DECT.CR.CG.Z1"
## [63,] "DP.DOD.DECT.CR.FC.Z1"
## [64,] "DP.DOD.DECT.CR.GG.Z1"
## [65,] "DP.DOD.DECT.CR.NF.Z1"
## [66,] "DP.DOD.DECX.CR.BC.Z1"
## [67,] "DP.DOD.DECX.CR.CG.Z1"
## [68,] "DP.DOD.DECX.CR.FC.Z1"
## [69,] "DP.DOD.DECX.CR.GG.Z1"
## [70,] "DP.DOD.DECX.CR.NF.Z1"
## [71,] "DP.DOD.DLCD.CR.BC.Z1"
## [72,] "DP.DOD.DLCD.CR.CG.Z1"
## [73,] "DP.DOD.DLCD.CR.FC.Z1"
## [74,] "DP.DOD.DLCD.CR.GG.Z1"
## [75,] "DP.DOD.DLCD.CR.L1.BC.Z1"
## [76,] "DP.DOD.DLCD.CR.L1.CG.Z1"
## [77,] "DP.DOD.DLCD.CR.L1.FC.Z1"
## [78,] "DP.DOD.DLCD.CR.L1.GG.Z1"
## [79,] "DP.DOD.DLCD.CR.L1.NF.Z1"
## [80,] "DP.DOD.DLCD.CR.M1.BC.Z1"
## [81,] "DP.DOD.DLCD.CR.M1.CG.Z1"
## [82,] "DP.DOD.DLCD.CR.M1.FC.Z1"
## [83,] "DP.DOD.DLCD.CR.M1.GG.Z1"
## [84,] "DP.DOD.DLCD.CR.M1.NF.Z1"
## [85,] "DP.DOD.DLCD.CR.NF.Z1"
## [86,] "DP.DOD.DLD1.CR.CG.Z1"
## [87,] "DP.DOD.DLD1.CR.GG.Z1"
## [88,] "DP.DOD.DLD2.CR.CG.Z1"
## [89,] "DP.DOD.DLD2.CR.GG.Z1"
## [90,] "DP.DOD.DLD2A.CR.CG.Z1"
## [91,] "DP.DOD.DLD2A.CR.GG.Z1"
## [92,] "DP.DOD.DLD3.CR.CG.Z1"
## [93,] "DP.DOD.DLD3.CR.GG.Z1"
## [94,] "DP.DOD.DLD4.CR.CG.Z1"
## [95,] "DP.DOD.DLD4.CR.GG.Z1"
## [96,] "DP.DOD.DLDS.CR.BC.Z1"
## [97,] "DP.DOD.DLDS.CR.CG.Z1"
## [98,] "DP.DOD.DLDS.CR.FC.Z1"
## [99,] "DP.DOD.DLDS.CR.GG.Z1"
## [100,] "DP.DOD.DLDS.CR.L1.BC.Z1"
## [101,] "DP.DOD.DLDS.CR.L1.CG.Z1"
## [102,] "DP.DOD.DLDS.CR.L1.FC.Z1"
## [103,] "DP.DOD.DLDS.CR.L1.GG.Z1"
## [104,] "DP.DOD.DLDS.CR.L1.NF.Z1"
## [105,] "DP.DOD.DLDS.CR.M1.BC.Z1"
## [106,] "DP.DOD.DLDS.CR.M1.CG.Z1"
## [107,] "DP.DOD.DLDS.CR.M1.FC.Z1"
## [108,] "DP.DOD.DLDS.CR.M1.GG.Z1"
## [109,] "DP.DOD.DLDS.CR.M1.NF.Z1"
## [110,] "DP.DOD.DLDS.CR.MV.BC.Z1"
## [111,] "DP.DOD.DLDS.CR.MV.CG.Z1"
## [112,] "DP.DOD.DLDS.CR.MV.FC.Z1"
## [113,] "DP.DOD.DLDS.CR.MV.GG.Z1"
## [114,] "DP.DOD.DLDS.CR.MV.NF.Z1"
## [115,] "DP.DOD.DLDS.CR.NF.Z1"
## [116,] "DP.DOD.DLIN.CR.BC.Z1"
## [117,] "DP.DOD.DLIN.CR.CG.Z1"
## [118,] "DP.DOD.DLIN.CR.FC.Z1"
## [119,] "DP.DOD.DLIN.CR.GG.Z1"
## [120,] "DP.DOD.DLIN.CR.L1.BC.Z1"
## [121,] "DP.DOD.DLIN.CR.L1.CG.Z1"
## [122,] "DP.DOD.DLIN.CR.L1.FC.Z1"
## [123,] "DP.DOD.DLIN.CR.L1.GG.Z1"
## [124,] "DP.DOD.DLIN.CR.L1.NF.Z1"
## [125,] "DP.DOD.DLIN.CR.M1.BC.Z1"
## [126,] "DP.DOD.DLIN.CR.M1.CG.Z1"
## [127,] "DP.DOD.DLIN.CR.M1.FC.Z1"
## [128,] "DP.DOD.DLIN.CR.M1.GG.Z1"
## [129,] "DP.DOD.DLIN.CR.M1.NF.Z1"
## [130,] "DP.DOD.DLIN.CR.NF.Z1"
## [131,] "DP.DOD.DLLO.CR.BC.Z1"
## [132,] "DP.DOD.DLLO.CR.CG.Z1"
## [133,] "DP.DOD.DLLO.CR.FC.Z1"
## [134,] "DP.DOD.DLLO.CR.GG.Z1"
## [135,] "DP.DOD.DLLO.CR.L1.BC.Z1"
## [136,] "DP.DOD.DLLO.CR.L1.CG.Z1"
## [137,] "DP.DOD.DLLO.CR.L1.FC.Z1"
## [138,] "DP.DOD.DLLO.CR.L1.GG.Z1"
## [139,] "DP.DOD.DLLO.CR.L1.NF.Z1"
## [140,] "DP.DOD.DLLO.CR.M1.BC.Z1"
## [141,] "DP.DOD.DLLO.CR.M1.CG.Z1"
## [142,] "DP.DOD.DLLO.CR.M1.FC.Z1"
## [143,] "DP.DOD.DLLO.CR.M1.GG.Z1"
## [144,] "DP.DOD.DLLO.CR.M1.NF.Z1"
## [145,] "DP.DOD.DLLO.CR.NF.Z1"
## [146,] "DP.DOD.DLOA.CR.BC.Z1"
## [147,] "DP.DOD.DLOA.CR.CG.Z1"
## [148,] "DP.DOD.DLOA.CR.FC.Z1"
## [149,] "DP.DOD.DLOA.CR.GG.Z1"
## [150,] "DP.DOD.DLOA.CR.L1.BC.Z1"
## [151,] "DP.DOD.DLOA.CR.L1.CG.Z1"
## [152,] "DP.DOD.DLOA.CR.L1.FC.Z1"
## [153,] "DP.DOD.DLOA.CR.L1.GG.Z1"
## [154,] "DP.DOD.DLOA.CR.L1.NF.Z1"
## [155,] "DP.DOD.DLOA.CR.M1.BC.Z1"
## [156,] "DP.DOD.DLOA.CR.M1.CG.Z1"
## [157,] "DP.DOD.DLOA.CR.M1.FC.Z1"
## [158,] "DP.DOD.DLOA.CR.M1.GG.Z1"
## [159,] "DP.DOD.DLOA.CR.M1.NF.Z1"
## [160,] "DP.DOD.DLOA.CR.NF.Z1"
## [161,] "DP.DOD.DLSD.CR.BC.Z1"
## [162,] "DP.DOD.DLSD.CR.CG.Z1"
## [163,] "DP.DOD.DLSD.CR.FC.Z1"
## [164,] "DP.DOD.DLSD.CR.GG.Z1"
## [165,] "DP.DOD.DLSD.CR.M1.BC.Z1"
## [166,] "DP.DOD.DLSD.CR.M1.CG.Z1"
## [167,] "DP.DOD.DLSD.CR.M1.FC.Z1"
## [168,] "DP.DOD.DLSD.CR.M1.GG.Z1"
## [169,] "DP.DOD.DLSD.CR.M1.NF.Z1"
## [170,] "DP.DOD.DLSD.CR.NF.Z1"
## [171,] "DP.DOD.DLTC.CR.BC.Z1"
## [172,] "DP.DOD.DLTC.CR.CG.Z1"
## [173,] "DP.DOD.DLTC.CR.FC.Z1"
## [174,] "DP.DOD.DLTC.CR.GG.Z1"
## [175,] "DP.DOD.DLTC.CR.L1.BC.Z1"
## [176,] "DP.DOD.DLTC.CR.L1.CG.Z1"
## [177,] "DP.DOD.DLTC.CR.L1.FC.Z1"
## [178,] "DP.DOD.DLTC.CR.L1.GG.Z1"
## [179,] "DP.DOD.DLTC.CR.L1.NF.Z1"
## [180,] "DP.DOD.DLTC.CR.M1.BC.Z1"
## [181,] "DP.DOD.DLTC.CR.M1.CG.Z1"
## [182,] "DP.DOD.DLTC.CR.M1.FC.Z1"
## [183,] "DP.DOD.DLTC.CR.M1.GG.Z1"
## [184,] "DP.DOD.DLTC.CR.M1.NF.Z1"
## [185,] "DP.DOD.DLTC.CR.NF.Z1"
## [186,] "DP.DOD.DSCD.CR.BC.Z1"
## [187,] "DP.DOD.DSCD.CR.CG.Z1"
## [188,] "DP.DOD.DSCD.CR.FC.Z1"
## [189,] "DP.DOD.DSCD.CR.GG.Z1"
## [190,] "DP.DOD.DSCD.CR.NF.Z1"
## [191,] "DP.DOD.DSDS.CR.BC.Z1"
## [192,] "DP.DOD.DSDS.CR.CG.Z1"
## [193,] "DP.DOD.DSDS.CR.FC.Z1"
## [194,] "DP.DOD.DSDS.CR.GG.Z1"
## [195,] "DP.DOD.DSDS.CR.NF.Z1"
## [196,] "DP.DOD.DSIN.CR.BC.Z1"
## [197,] "DP.DOD.DSIN.CR.CG.Z1"
## [198,] "DP.DOD.DSIN.CR.FC.Z1"
## [199,] "DP.DOD.DSIN.CR.GG.Z1"
## [200,] "DP.DOD.DSIN.CR.NF.Z1"
## [201,] "DP.DOD.DSLO.CR.BC.Z1"
## [202,] "DP.DOD.DSLO.CR.CG.Z1"
## [203,] "DP.DOD.DSLO.CR.FC.Z1"
## [204,] "DP.DOD.DSLO.CR.GG.Z1"
## [205,] "DP.DOD.DSLO.CR.NF.Z1"
## [206,] "DP.DOD.DSOA.CR.BC.Z1"
## [207,] "DP.DOD.DSOA.CR.CG.Z1"
## [208,] "DP.DOD.DSOA.CR.FC.Z1"
## [209,] "DP.DOD.DSOA.CR.GG.Z1"
## [210,] "DP.DOD.DSOA.CR.NF.Z1"
## [211,] "DP.DOD.DSTC.CR.BC.Z1"
## [212,] "DP.DOD.DSTC.CR.CG.Z1"
## [213,] "DP.DOD.DSTC.CR.FC.Z1"
## [214,] "DP.DOD.DSTC.CR.GG.Z1"
## [215,] "DP.DOD.DSTC.CR.NF.Z1"
## [216,] "DT.DOD.ALLC.ZSG"
## [217,] "DT.DOD.ALLN.ZSG"
## [218,] "DT.DOD.DECT.CD.ZSG"
## [219,] "DT.ODA.ALLD.GD.ZS"
## [220,] "DT.ODA.DACD.ZSG"
## [221,] "DT.ODA.MULT.ZSG"
## [222,] "DT.ODA.NDAC.ZSG"
## [223,] "DT.ODA.ODAT.GD.ZS"
## [224,] "DT.TDS.DECT.GD.ZS"
## [225,] "EG.EGY.PRIM.PP.KD"
## [226,] "EG.GDP.PUSE.KO.87"
## [227,] "EG.GDP.PUSE.KO.KD"
## [228,] "EG.GDP.PUSE.KO.PP"
## [229,] "EG.GDP.PUSE.KO.PP.KD"
## [230,] "EG.USE.COMM.GD.PP.KD"
## [231,] "EN.ATM.CO2E.GDP"
## [232,] "EN.ATM.CO2E.KD.87.GD"
## [233,] "EN.ATM.CO2E.KD.GD"
## [234,] "EN.ATM.CO2E.PP.GD"
## [235,] "EN.ATM.CO2E.PP.GD.KD"
## [236,] "ER.GDP.FWTL.M3.KD"
## [237,] "EU.EGY.USES.GDP"
## [238,] "FB.DPT.INSU.PC.ZS"
## [239,] "FD.AST.PRVT.GD.ZS"
## [240,] "FI.RES.TOTL.CD.ZS"
## [241,] "FM.AST.GOVT.CN.ZS"
## [242,] "FM.AST.PRVT.GD.ZS"
## [243,] "FM.LBL.BMNY.GD.ZS"
## [244,] "FM.LBL.MQMY.GD.ZS"
## [245,] "FM.LBL.MQMY.GDP.ZS"
## [246,] "FM.LBL.MQMY.XD"
## [247,] "FM.LBL.QMNY.GDP.ZS"
## [248,] "FM.LBL.SEIG.GDP.ZS"
## [249,] "FS.AST.CGOV.GD.ZS"
## [250,] "FS.AST.DOMO.GD.ZS"
## [251,] "FS.AST.DOMS.GD.ZS"
## [252,] "FS.AST.DTOT.ZS"
## [253,] "FS.AST.PRVT.GD.ZS"
## [254,] "FS.AST.PRVT.GDP.ZS"
## [255,] "FS.LBL.LIQU.GD.ZS"
## [256,] "FS.LBL.LIQU.GDP.ZS"
## [257,] "FS.LBL.QLIQ.GD.ZS"
## [258,] "GB.BAL.OVRL.GD.ZS"
## [259,] "GB.BAL.OVRL.GDP.ZS"
## [260,] "GB.DOD.TOTL.GD.ZS"
## [261,] "GB.DOD.TOTL.GDP.ZS"
## [262,] "GB.FIN.ABRD.GD.ZS"
## [263,] "GB.FIN.ABRD.GDP.ZS"
## [264,] "GB.FIN.DOMS.GD.ZS"
## [265,] "GB.FIN.DOMS.GDP.ZS"
## [266,] "GB.REV.CTOT.GD.ZS"
## [267,] "GB.REV.TOTL.GDP.ZS"
## [268,] "GB.REV.XAGT.CN.ZS"
## [269,] "GB.RVC.TOTL.GD.ZS"
## [270,] "GB.SOE.DECT.ZS"
## [271,] "GB.SOE.ECON.GD.ZS"
## [272,] "GB.SOE.ECON.GDP.ZS"
## [273,] "GB.SOE.NFLW.GD.ZS"
## [274,] "GB.SOE.NFLW.GDP.ZS"
## [275,] "GB.SOE.OVRL.GD.ZS"
## [276,] "GB.TAX.TOTL.GD.ZS"
## [277,] "GB.TAX.TOTL.GDP.ZS"
## [278,] "GB.XPD.DEFN.GDP.ZS"
## [279,] "GB.XPD.RSDV.GD.ZS"
## [280,] "GB.XPD.TOTL.GD.ZS"
## [281,] "GB.XPD.TOTL.GDP.ZS"
## [282,] "GC.AST.TOTL.GD.ZS"
## [283,] "GC.BAL.CASH.GD.ZS"
## [284,] "GC.DOD.TOTL.GD.ZS"
## [285,] "GC.FIN.DOMS.GD.ZS"
## [286,] "GC.FIN.FRGN.GD.ZS"
## [287,] "GC.LBL.TOTL.GD.ZS"
## [288,] "GC.NFN.TOTL.GD.ZS"
## [289,] "GC.NLD.TOTL.GD.ZS"
## [290,] "GC.REV.XGRT.GD.ZS"
## [291,] "GC.TAX.TOTL.GD.ZS"
## [292,] "GC.XPN.TOTL.GD.ZS"
## [293,] "GFDD.DI.01"
## [294,] "GFDD.DI.02"
## [295,] "GFDD.DI.03"
## [296,] "GFDD.DI.05"
## [297,] "GFDD.DI.06"
## [298,] "GFDD.DI.07"
## [299,] "GFDD.DI.08"
## [300,] "GFDD.DI.09"
## [301,] "GFDD.DI.10"
## [302,] "GFDD.DI.11"
## [303,] "GFDD.DI.12"
## [304,] "GFDD.DI.13"
## [305,] "GFDD.DI.14"
## [306,] "GFDD.DM.01"
## [307,] "GFDD.DM.02"
## [308,] "GFDD.DM.03"
## [309,] "GFDD.DM.04"
## [310,] "GFDD.DM.05"
## [311,] "GFDD.DM.06"
## [312,] "GFDD.DM.07"
## [313,] "GFDD.DM.08"
## [314,] "GFDD.DM.09"
## [315,] "GFDD.DM.10"
## [316,] "GFDD.DM.11"
## [317,] "GFDD.DM.12"
## [318,] "GFDD.DM.13"
## [319,] "GFDD.DM.16"
## [320,] "GFDD.DM.16"
## [321,] "GFDD.EI.08"
## [322,] "GFDD.OI.02"
## [323,] "GFDD.OI.08"
## [324,] "GFDD.OI.09"
## [325,] "GFDD.OI.13"
## [326,] "GFDD.OI.14"
## [327,] "GFDD.OI.17"
## [328,] "GFDD.OI.18"
## [329,] "IE.ICT.TOTL.GD.ZS"
## [330,] "IS.RRS.GOOD.KM.PP.ZS"
## [331,] "IS.RRS.PASG.K2.PP.ZS"
## [332,] "IT.TEL.REVN.GD.ZS"
## [333,] "MS.MIL.XPND.GD.ZS"
## [334,] "NA.GDP.ACC.FB.SNA08.CR"
## [335,] "NA.GDP.ACC.FB.SNA08.KR"
## [336,] "NA.GDP.AGR.CR"
## [337,] "NA.GDP.AGR.KR"
## [338,] "NA.GDP.AGR.SNA08.CR"
## [339,] "NA.GDP.AGR.SNA08.KR"
## [340,] "NA.GDP.BUSS.SNA08.CR"
## [341,] "NA.GDP.BUSS.SNA08.KR"
## [342,] "NA.GDP.CNST.CR"
## [343,] "NA.GDP.CNST.KR"
## [344,] "NA.GDP.CNST.SNA08.CR"
## [345,] "NA.GDP.CNST.SNA08.KR"
## [346,] "NA.GDP.EDUS.SNA08.CR"
## [347,] "NA.GDP.EDUS.SNA08.KR"
## [348,] "NA.GDP.ELEC.GAS.SNA08.CR"
## [349,] "NA.GDP.ELEC.GAS.SNA08.KR"
## [350,] "NA.GDP.EXC.OG.CR"
## [351,] "NA.GDP.EXC.OG.KR"
## [352,] "NA.GDP.FINS.CR"
## [353,] "NA.GDP.FINS.KR"
## [354,] "NA.GDP.FINS.SNA08.CR"
## [355,] "NA.GDP.FINS.SNA08.KR"
## [356,] "NA.GDP.HLTH.SOCW.SNA08.CR"
## [357,] "NA.GDP.HLTH.SOCW.SNA08.KR"
## [358,] "NA.GDP.INC.OG.CR"
## [359,] "NA.GDP.INC.OG.KR"
## [360,] "NA.GDP.INC.OG.SNA08.CR"
## [361,] "NA.GDP.INC.OG.SNA08.KR"
## [362,] "NA.GDP.INF.COMM.SNA08.CR"
## [363,] "NA.GDP.INF.COMM.SNA08.KR"
## [364,] "NA.GDP.MINQ.CR"
## [365,] "NA.GDP.MINQ.KR"
## [366,] "NA.GDP.MINQ.SNA08.CR"
## [367,] "NA.GDP.MINQ.SNA08.KR"
## [368,] "NA.GDP.MNF.CR"
## [369,] "NA.GDP.MNF.KR"
## [370,] "NA.GDP.MNF.SNA08.CR"
## [371,] "NA.GDP.MNF.SNA08.KR"
## [372,] "NA.GDP.PADM.DEF.SNA08.CR"
## [373,] "NA.GDP.PADM.DEF.SNA08.KR"
## [374,] "NA.GDP.REST.SNA08.CR"
## [375,] "NA.GDP.REST.SNA08.KR"
## [376,] "NA.GDP.SRV.OTHR.CR"
## [377,] "NA.GDP.SRV.OTHR.KR"
## [378,] "NA.GDP.SRV.OTHR.SNA08.CR"
## [379,] "NA.GDP.SRV.OTHR.SNA08.KR"
## [380,] "NA.GDP.TRAN.COMM.CR"
## [381,] "NA.GDP.TRAN.COMM.KR"
## [382,] "NA.GDP.TRAN.STOR.SNA08.CR"
## [383,] "NA.GDP.TRAN.STOR.SNA08.KR"
## [384,] "NA.GDP.TRD.HTL.CR"
## [385,] "NA.GDP.TRD.HTL.KR"
## [386,] "NA.GDP.TRD.SNA08.CR"
## [387,] "NA.GDP.TRD.SNA08.KR"
## [388,] "NA.GDP.UTL.CR"
## [389,] "NA.GDP.UTL.KR"
## [390,] "NA.GDP.WTR.WST.SNA08.CR"
## [391,] "NA.GDP.WTR.WST.SNA08.KR"
## [392,] "NE.CON.GOVT.ZS"
## [393,] "NE.CON.PETC.ZS"
## [394,] "NE.CON.PRVT.ZS"
## [395,] "NE.CON.TETC.ZS"
## [396,] "NE.CON.TOTL.ZG"
## [397,] "NE.CON.TOTL.ZS"
## [398,] "NE.DAB.TOTL.ZS"
## [399,] "NE.EXP.GNFS.ZS"
## [400,] "NE.GDI.CON.GOVT.CR"
## [401,] "NE.GDI.CON.GOVT.SNA08.CR"
## [402,] "NE.GDI.CON.NPI.CR"
## [403,] "NE.GDI.CON.NPI.SNA08.CR"
## [404,] "NE.GDI.CON.PRVT.CR"
## [405,] "NE.GDI.CON.PRVT.SNA08.CR"
## [406,] "NE.GDI.EXPT.CR"
## [407,] "NE.GDI.EXPT.SNA08.CR"
## [408,] "NE.GDI.FPRV.ZS"
## [409,] "NE.GDI.FPUB.ZS"
## [410,] "NE.GDI.FTOT.CR"
## [411,] "NE.GDI.FTOT.SNA08.CR"
## [412,] "NE.GDI.FTOT.ZS"
## [413,] "NE.GDI.IMPT.CR"
## [414,] "NE.GDI.IMPT.SNA08.CR"
## [415,] "NE.GDI.INEX.SNA08.CR"
## [416,] "NE.GDI.STKB.CR"
## [417,] "NE.GDI.STKB.SNA08.CR"
## [418,] "NE.GDI.TOTL.CR"
## [419,] "NE.GDI.TOTL.SNA08.CR"
## [420,] "NE.GDI.TOTL.ZG"
## [421,] "NE.GDI.TOTL.ZS"
## [422,] "NE.IMP.GNFS.ZS"
## [423,] "NE.MRCH.GDP.ZS"
## [424,] "NE.RSB.GNFS.ZG"
## [425,] "NE.RSB.GNFS.ZS"
## [426,] "NE.TRD.GNFS.ZS"
## [427,] "NP.AGR.TOTL.ZG"
## [428,] "NP.IND.TOTL.ZG"
## [429,] "NP.SRV.TOTL.ZG"
## [430,] "NV.AGR.PCAP.KD.ZG"
## [431,] "NV.AGR.TOTL.ZG"
## [432,] "NV.AGR.TOTL.ZS"
## [433,] "NV.IND.MANF.ZS"
## [434,] "NV.IND.TOTL.ZG"
## [435,] "NV.IND.TOTL.ZS"
## [436,] "NV.SRV.DISC.CD"
## [437,] "NV.SRV.DISC.CN"
## [438,] "NV.SRV.DISC.KN"
## [439,] "NV.SRV.TETC.ZG"
## [440,] "NV.SRV.TETC.ZS"
## [441,] "NV.SRV.TOTL.ZS"
## [442,] "NY.AGR.SUBS.GD.ZS"
## [443,] "NY.GDP.COAL.RT.ZS"
## [444,] "NY.GDP.DEFL.87.ZG"
## [445,] "NY.GDP.DEFL.KD.ZG"
## [446,] "NY.GDP.DEFL.KD.ZG.AD"
## [447,] "NY.GDP.DEFL.ZS"
## [448,] "NY.GDP.DEFL.ZS.87"
## [449,] "NY.GDP.DEFL.ZS.AD"
## [450,] "NY.GDP.DISC.CD"
## [451,] "NY.GDP.DISC.CN"
## [452,] "NY.GDP.DISC.KN"
## [453,] "NY.GDP.FCST.KD.87"
## [454,] "NY.GDP.FCST.KN.87"
## [455,] "NY.GDP.FRST.RT.ZS"
## [456,] "NY.GDP.MINR.RT.ZS"
## [457,] "NY.GDP.MKTP.CD"
## [458,] "NY.GDP.MKTP.CD.XD"
## [459,] "NY.GDP.MKTP.CN"
## [460,] "NY.GDP.MKTP.CN.AD"
## [461,] "NY.GDP.MKTP.CN.XD"
## [462,] "NY.GDP.MKTP.IN"
## [463,] "NY.GDP.MKTP.KD"
## [464,] "NY.GDP.MKTP.KD.87"
## [465,] "NY.GDP.MKTP.KD.ZG"
## [466,] "NY.GDP.MKTP.KN"
## [467,] "NY.GDP.MKTP.KN.87"
## [468,] "NY.GDP.MKTP.KN.87.ZG"
## [469,] "NY.GDP.MKTP.PP.CD"
## [470,] "NY.GDP.MKTP.PP.KD"
## [471,] "NY.GDP.MKTP.PP.KD.87"
## [472,] "NY.GDP.MKTP.XD"
## [473,] "NY.GDP.MKTP.XU.E"
## [474,] "NY.GDP.NGAS.RT.ZS"
## [475,] "NY.GDP.PCAP.CD"
## [476,] "NY.GDP.PCAP.CN"
## [477,] "NY.GDP.PCAP.KD"
## [478,] "NY.GDP.PCAP.KD.ZG"
## [479,] "NY.GDP.PCAP.KN"
## [480,] "NY.GDP.PCAP.PP.CD"
## [481,] "NY.GDP.PCAP.PP.KD"
## [482,] "NY.GDP.PCAP.PP.KD.87"
## [483,] "NY.GDP.PCAP.PP.KD.ZG"
## [484,] "NY.GDP.PETR.RT.ZS"
## [485,] "NY.GDP.TOTL.RT.ZS"
## [486,] "NY.GDS.TOTL.ZS"
## [487,] "NY.GEN.AEDU.GD.ZS"
## [488,] "NY.GEN.DCO2.GD.ZS"
## [489,] "NY.GEN.DFOR.GD.ZS"
## [490,] "NY.GEN.DKAP.GD.ZS"
## [491,] "NY.GEN.DMIN.GD.ZS"
## [492,] "NY.GEN.DNGY.GD.ZS"
## [493,] "NY.GEN.NDOM.GD.ZS"
## [494,] "NY.GEN.SVNG.GD.ZS"
## [495,] "NY.GNS.ICTR.ZS"
## [496,] "NYGDPMKTPKDZ"
## [497,] "NYGDPMKTPSACD"
## [498,] "NYGDPMKTPSACN"
## [499,] "NYGDPMKTPSAKD"
## [500,] "NYGDPMKTPSAKN"
## [501,] "PA.NUS.PPP"
## [502,] "PA.NUS.PPP.05"
## [503,] "PA.NUS.PPPC.RF"
## [504,] "SE.PRM.SATT.2"
## [505,] "SE.PRM.TATT.1"
## [506,] "SE.XPD.EDUC.ZS"
## [507,] "SE.XPD.PRIM.GDP.ZS"
## [508,] "SE.XPD.PRIM.PC.ZS"
## [509,] "SE.XPD.SECO.GDP.ZS"
## [510,] "SE.XPD.SECO.PC.ZS"
## [511,] "SE.XPD.TERT.GDP.ZS"
## [512,] "SE.XPD.TERT.PC.ZS"
## [513,] "SE.XPD.TOTL.GD.ZS"
## [514,] "SF.TRN.RAIL.KM.ZS"
## [515,] "SH.XPD.CHEX.GD.ZS"
## [516,] "SH.XPD.GHED.GD.ZS"
## [517,] "SH.XPD.HLTH.ZS"
## [518,] "SH.XPD.KHEX.GD.ZS"
## [519,] "SH.XPD.PRIV.ZS"
## [520,] "SH.XPD.PUBL.ZS"
## [521,] "SH.XPD.TOTL.ZS"
## [522,] "SL.GDP.PCAP.EM.KD"
## [523,] "SL.GDP.PCAP.EM.KD.ZG"
## [524,] "SL.GDP.PCAP.EM.XD"
## [525,] "TG.VAL.TOTL.GD.PP.ZS"
## [526,] "TG.VAL.TOTL.GD.ZS"
## [527,] "TG.VAL.TOTL.GG.ZS"
## [528,] "UIS.XGDP.0.FSGOV"
## [529,] "UIS.XGDP.1.FSGOV"
## [530,] "UIS.XGDP.2.FSGOV"
## [531,] "UIS.XGDP.23.FSGOV"
## [532,] "UIS.XGDP.2T4.V.FSGOV"
## [533,] "UIS.XGDP.3.FSGOV"
## [534,] "UIS.XGDP.4.FSGOV"
## [535,] "UIS.XGDP.56.FSGOV"
## [536,] "UIS.XUNIT.GDPCAP.02.FSGOV"
## [537,] "UIS.XUNIT.GDPCAP.1.FSGOV"
## [538,] "UIS.XUNIT.GDPCAP.1.FSHH"
## [539,] "UIS.XUNIT.GDPCAP.2.FSGOV"
## [540,] "UIS.XUNIT.GDPCAP.23.FSGOV"
## [541,] "UIS.XUNIT.GDPCAP.23.FSHH"
## [542,] "UIS.XUNIT.GDPCAP.3.FSGOV"
## [543,] "UIS.XUNIT.GDPCAP.5T8.FSGOV"
## [544,] "UIS.XUNIT.GDPCAP.5T8.FSHH"
## name
## [1,] "Per capita GDP growth"
## [2,] "GDP (current $)"
## [3,] "GDP growth (annual %)"
## [4,] "GDP (constant 2005 $)"
## [5,] "GDP per capita, PPP (constant 2011 international $) "
## [6,] "Trade in services (% of GDP)"
## [7,] "Gross private capital flows (% of GDP, PPP)"
## [8,] "Gross private capital flows (% of GDP)"
## [9,] "Gross foreign direct investment (% of GDP, PPP)"
## [10,] "Gross foreign direct investment (% of GDP)"
## [11,] "Wage bill as a percentage of GDP"
## [12,] "Merchandise imports (BOP): percentage of GDP (%)"
## [13,] "Foreign direct investment, net outflows (% of GDP)"
## [14,] "Foreign direct investment, net outflows (% of GDP)"
## [15,] "Current account balance (% of GDP)"
## [16,] "Current account balance (% of GDP)"
## [17,] "Curr. acc. bal. before official transf. (% of GDP)"
## [18,] "Current account balance excluding net official capital grants (% of GDP)"
## [19,] "Net income (% of GDP)"
## [20,] "Foreign direct investment (% of GDP)"
## [21,] "Foreign direct investment, net inflows (% of GDP)"
## [22,] "Private capital flows, total (% of GDP)"
## [23,] "Net current transfers (% of GDP)"
## [24,] "Merchandise exports (BOP): percentage of GDP (%)"
## [25,] "Foreign direct investment, net inflows (% of GDP)"
## [26,] "Foreign direct investment, net inflows (% of GDP)"
## [27,] "Migrant remittance inflows (% of GDP)"
## [28,] "Personal remittances, received (% of GDP)"
## [29,] "Workers' remittances, receipts (% of GDP)"
## [30,] "Net revenues from a US$60 carbon tax in 2022 rising to US$100 by 2030 (% of GDP)"
## [31,] "Net revenues from a US$12 carbon tax in 2022 rising to US$20 by 2030 (% of GDP)"
## [32,] "Total welfare benefits including co-benefits from a US$60 carbon tax in 2022 rising to US$100 by 2030 (% of GDP)"
## [33,] "Total welfare benefits including co-benefits from a US$12 carbon tax in 2022 rising to US$20 by 2030 (% of GDP)"
## [34,] "Total energy tax revenue (% of GDP)"
## [35,] "Macro drivers of GHG emissions growth in the period 2012-2019 - Emission Intensity of GDP"
## [36,] "Macro drivers of GHG emissions growth in the period 2012-2020 - GDP per capita"
## [37,] "Annual investment needs for coastal protection, by risk strategy (% of GDP) - low risk tolerance"
## [38,] "Annual investment needs for coastal protection, by risk strategy (% of GDP) - constant relative flood risk"
## [39,] "Annual investment needs for coastal protection, by risk strategy (% of GDP) - optimal protection"
## [40,] "Risk to asset (average annual losses as % of GDP)"
## [41,] "Risk to wellbeing (average annual losses as % of GDP)"
## [42,] "Public social protection expenditure (%of GDP)"
## [43,] "Financing via international capital markets (gross inflows, % of GDP)"
## [44,] "Market capitalization of listed domestic companies (% of GDP)"
## [45,] "Stocks traded, total value (% of GDP)"
## [46,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [47,] "Gross PSD, Central Gov., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [48,] "Gross PSD, Financial Public Corp., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [49,] "Gross PSD, General Gov., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [50,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, Domestic creditors, Nominal Value, % of GDP"
## [51,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [52,] "Gross PSD, Central Gov., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [53,] "Gross PSD, Financial Public Corp., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [54,] "Gross PSD, General Gov., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [55,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, Foreign currency, Nominal Value, % of GDP"
## [56,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [57,] "Gross PSD, Central Gov., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [58,] "Gross PSD, Financial Public Corp., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [59,] "Gross PSD, General Gov., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [60,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, Domestic currency, Nominal Value, % of GDP"
## [61,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, Nominal Value, % of GDP"
## [62,] "Gross PSD, Central Gov., All maturities, All instruments, Nominal Value, % of GDP"
## [63,] "Gross PSD, Financial Public Corp., All maturities, All instruments, Nominal Value, % of GDP"
## [64,] "Gross PSD, General Gov., All maturities, All instruments, Nominal Value, % of GDP"
## [65,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, Nominal Value, % of GDP"
## [66,] "Gross PSD, Budgetary Central Gov., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [67,] "Gross PSD, Central Gov., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [68,] "Gross PSD, Financial Public Corp., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [69,] "Gross PSD, General Gov., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [70,] "Gross PSD, Nonfinancial Public Corp., All maturities, All instruments, External creditors, Nominal Value, % of GDP"
## [71,] "Gross PSD, Budgetary Central Gov., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [72,] "Gross PSD, Central Gov., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [73,] "Gross PSD, Financial Public Corp., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [74,] "Gross PSD, General Gov., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [75,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [76,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [77,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [78,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [79,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Currency and deposits, Nominal Value, % of GDP"
## [80,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [81,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [82,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [83,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [84,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Currency and deposits, Nominal Value, % of GDP"
## [85,] "Gross PSD, Nonfinancial Public Corp., All maturities, Currency and deposits, Nominal Value, % of GDP"
## [86,] "Gross PSD, Central Gov.-D1, All maturities, Debt securities + loans, Nominal Value, % of GDP"
## [87,] "Gross PSD, General Gov.-D1, All maturities, Debt securities + loans, Nominal Value, % of GDP"
## [88,] "Gross PSD, Central Gov.-D2, All maturities, D1+ SDRs + currency and deposits, Nominal Value, % of GDP"
## [89,] "Gross PSD, General Gov.-D2, All maturities, D1+ SDRs + currency and deposits, Nominal Value, % of GDP"
## [90,] "Gross PSD, Central Gov.-D2A, All maturities, D1+ currency and deposits, Maastricht debt, % of GDP"
## [91,] "Gross PSD, General Gov.-D2A, All maturities, D1+ currency and deposits, Maastricht debt, % of GDP"
## [92,] "Gross PSD, Central Gov.-D3, All maturities, D2+other accounts payable, Nominal Value, % of GDP"
## [93,] "Gross PSD, General Gov.-D3, All maturities, D2+other accounts payable, Nominal Value, % of GDP"
## [94,] "Gross PSD, Central Gov.-D4, All maturities, D3+insurance, pensions, and standardized guarantees, Nominal Value, % of GDP"
## [95,] "Gross PSD, General Gov.-D4, All maturities, D3+insurance, pensions, and standardized guarantees, Nominal Value, % of GDP"
## [96,] "Gross PSD, Budgetary Central Gov., All maturities, Debt securities, Nominal Value, % of GDP"
## [97,] "Gross PSD, Central Gov., All maturities, Debt securities, Nominal Value, % of GDP"
## [98,] "Gross PSD, Financial Public Corp., All maturities, Debt securities, Nominal Value, % of GDP"
## [99,] "Gross PSD, General Gov., All maturities, Debt securities, Nominal Value, % of GDP"
## [100,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [101,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [102,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [103,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [104,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Debt securities, Nominal Value, % of GDP"
## [105,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [106,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [107,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [108,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [109,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Debt securities, Nominal Value, % of GDP"
## [110,] "Gross PSD, Budgetary Central Gov., All maturities, Debt Securities, Market value, % of GDP"
## [111,] "Gross PSD, Central Gov., All maturities, Debt Securities, Market value, % of GDP"
## [112,] "Gross PSD, Financial Public Corp., All maturities, Debt Securities, Market value, % of GDP"
## [113,] "Gross PSD, General Gov., All maturities, Debt Securities, Market value, % of GDP"
## [114,] "Gross PSD, Nonfinancial Public Corp., All maturities, Debt Securities, Market value, % of GDP"
## [115,] "Gross PSD, Nonfinancial Public Corp., All maturities, Debt securities, Nominal Value, % of GDP"
## [116,] "Gross PSD, Budgetary Central Gov., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [117,] "Gross PSD, Central Gov., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [118,] "Gross PSD, Financial Public Corp., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [119,] "Gross PSD, General Gov., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [120,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [121,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [122,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [123,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [124,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [125,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [126,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [127,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [128,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [129,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [130,] "Gross PSD, Nonfinancial Public Corp., All maturities, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [131,] "Gross PSD, Budgetary Central Gov., All maturities, Loans, Nominal Value, % of GDP"
## [132,] "Gross PSD, Central Gov., All maturities, Loans, Nominal Value, % of GDP"
## [133,] "Gross PSD, Financial Public Corp., All maturities, Loans, Nominal Value, % of GDP"
## [134,] "Gross PSD, General Gov., All maturities, Loans, Nominal Value, % of GDP"
## [135,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [136,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [137,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [138,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [139,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Loans, Nominal Value, % of GDP"
## [140,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [141,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [142,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [143,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [144,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Loans, Nominal Value, % of GDP"
## [145,] "Gross PSD, Nonfinancial Public Corp., All maturities, Loans, Nominal Value, % of GDP"
## [146,] "Gross PSD, Budgetary Central Gov., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [147,] "Gross PSD, Central Gov., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [148,] "Gross PSD, Financial Public Corp., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [149,] "Gross PSD, General Gov., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [150,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [151,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [152,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [153,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [154,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, Other accounts payable, Nominal Value, % of GDP"
## [155,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [156,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [157,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [158,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [159,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Other accounts payable, Nominal Value, % of GDP"
## [160,] "Gross PSD, Nonfinancial Public Corp., All maturities, Other accounts payable, Nominal Value, % of GDP"
## [161,] "Gross PSD, Budgetary Central Gov., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [162,] "Gross PSD, Central Gov., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [163,] "Gross PSD, Financial Public Corp., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [164,] "Gross PSD, General Gov., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [165,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [166,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [167,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [168,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [169,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, Special Drawing Rights, Nominal Value, % of GDP"
## [170,] "Gross PSD, Nonfinancial Public Corp., All maturities, Special Drawing Rights, Nominal Value, % of GDP"
## [171,] "Gross PSD, Budgetary Central Gov., Long-term, All instruments, Nominal Value, % of GDP"
## [172,] "Gross PSD, Central Gov., Long-term, All instruments, Nominal Value, % of GDP"
## [173,] "Gross PSD, Financial Public Corp., Long-term, All instruments, Nominal Value, % of GDP"
## [174,] "Gross PSD, General Gov., Long-term, All instruments, Nominal Value, % of GDP"
## [175,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [176,] "Gross PSD, Central Gov., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [177,] "Gross PSD, Financial Public Corp., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [178,] "Gross PSD, General Gov., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [179,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in one year or less, All instruments, Nominal Value, % of GDP"
## [180,] "Gross PSD, Budgetary Central Gov., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [181,] "Gross PSD, Central Gov., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [182,] "Gross PSD, Financial Public Corp., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [183,] "Gross PSD, General Gov., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [184,] "Gross PSD, Nonfinancial Public Corp., Long-term, With payment due in more than one year, All instruments, Nominal Value, % of GDP"
## [185,] "Gross PSD, Nonfinancial Public Corp., Long-term, All instruments, Nominal Value, % of GDP"
## [186,] "Gross PSD, Budgetary Central Gov., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [187,] "Gross PSD, Central Gov., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [188,] "Gross PSD, Financial Public Corp., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [189,] "Gross PSD, General Gov., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [190,] "Gross PSD, Nonfinancial Public Corp., Short-term, Currency and deposits, Nominal Value, % of GDP"
## [191,] "Gross PSD, Budgetary Central Gov., Short-term, Debt securities, Nominal Value, % of GDP"
## [192,] "Gross PSD, Central Gov., Short-term, Debt securities, Nominal Value, % of GDP"
## [193,] "Gross PSD, Financial Public Corp., Short-term, Debt securities, Nominal Value, % of GDP"
## [194,] "Gross PSD, General Gov., Short-term, Debt securities, Nominal Value, % of GDP"
## [195,] "Gross PSD, Nonfinancial Public Corp., Short-term, Debt securities, Nominal Value, % of GDP"
## [196,] "Gross PSD, Budgetary Central Gov., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [197,] "Gross PSD, Central Gov., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [198,] "Gross PSD, Financial Public Corp., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [199,] "Gross PSD, General Gov., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [200,] "Gross PSD, Nonfinancial Public Corp., Short-term, Insurance, pensions, and standardized guarantee schemes, Nominal Value, % of GDP"
## [201,] "Gross PSD, Budgetary Central Gov., Short-term, Loans, Nominal Value, % of GDP"
## [202,] "Gross PSD, Central Gov., Short-term, Loans, Nominal Value, % of GDP"
## [203,] "Gross PSD, Financial Public Corp., Short-term, Loans, Nominal Value, % of GDP"
## [204,] "Gross PSD, General Gov., Short-term, Loans, Nominal Value, % of GDP"
## [205,] "Gross PSD, Nonfinancial Public Corp., Short-term, Loans, Nominal Value, % of GDP"
## [206,] "Gross PSD, Budgetary Central Gov., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [207,] "Gross PSD, Central Gov., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [208,] "Gross PSD, Financial Public Corp., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [209,] "Gross PSD, General Gov., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [210,] "Gross PSD, Nonfinancial Public Corp., Short-term, Other accounts payable, Nominal Value, % of GDP"
## [211,] "Gross PSD, Budgetary Central Gov., Short-term, All instruments, Nominal Value, % of GDP"
## [212,] "Gross PSD, Central Gov., Short-term, All instruments, Nominal Value, % of GDP"
## [213,] "Gross PSD, Financial Public Corp., Short-term, All instruments, Nominal Value, % of GDP"
## [214,] "Gross PSD, General Gov., Short-term, All instruments, Nominal Value, % of GDP"
## [215,] "Gross PSD, Nonfinancial Public Corp., Short-term, All instruments, Nominal Value, % of GDP"
## [216,] "Debt on Concessional terms to GDP (% of GDP)"
## [217,] "Debt on Non-concessional terms to GDP (% of GDP)"
## [218,] "Debt outstanding and disbursed, Total to GDP (% of GDP)"
## [219,] "Net ODA received (% of GDP)"
## [220,] "Net ODA received from DAC donors (% of recipient's GDP)"
## [221,] "Net ODA received from multilateral donors (% of GDP)"
## [222,] "Net ODA received from non-DAC bilateral donors (% of GDP)"
## [223,] "Net ODA received (% of GDP)"
## [224,] "Total debt service (% of GDP)"
## [225,] "Energy intensity level of primary energy (MJ/$2011 PPP GDP)"
## [226,] "GDP per unit of energy use (1987 US$ per kg of oil equivalent)"
## [227,] "GDP per unit of energy use (2000 US$ per kg of oil equivalent)"
## [228,] "GDP per unit of energy use (PPP $ per kg of oil equivalent)"
## [229,] "GDP per unit of energy use (constant 2017 PPP $ per kg of oil equivalent)"
## [230,] "Energy use (kg of oil equivalent) per $1,000 GDP (constant 2017 PPP)"
## [231,] "CO2 emissions, industrial (kg per 1987 US$ of GDP)"
## [232,] "CO2 emissions, industrial (kg per 1987 US$ of GDP)"
## [233,] "CO2 emissions (kg per 2015 US$ of GDP)"
## [234,] "CO2 emissions (kg per PPP $ of GDP)"
## [235,] "CO2 emissions (kg per 2017 PPP $ of GDP)"
## [236,] "Water productivity, total (constant 2015 US$ GDP per cubic meter of total freshwater withdrawal)"
## [237,] "GDP per unit of energy use (1987 US$ per kg of oil equivalent)"
## [238,] "Deposit insurance coverage (% of GDP per capita)"
## [239,] "Domestic credit to private sector by banks (% of GDP)"
## [240,] "Total reserves includes gold (% of GDP)"
## [241,] "Claims on governments and other public entities (% of GDP)"
## [242,] "Monetary Sector credit to private sector (% GDP)"
## [243,] "Broad money (% of GDP)"
## [244,] "Money and quasi money (M2) as % of GDP"
## [245,] "Money and quasi money (M2) as % of GDP"
## [246,] "Income velocity of money (GDP/M2)"
## [247,] "Quasi-liquid liabilities (% of GDP)"
## [248,] "Seignorage (% of GDP)"
## [249,] "Claims on central government, etc. (% GDP)"
## [250,] "Claims on other sectors of the domestic economy (% of GDP)"
## [251,] "Domestic credit provided by financial sector (% of GDP)"
## [252,] "Domestic credit provided by banking sector (% of GDP)"
## [253,] "Domestic credit to private sector (% of GDP)"
## [254,] "Credit to private sector (% of GDP)"
## [255,] "Liquid liabilities (M3) as % of GDP"
## [256,] "Liquid liabilities (M3) as % of GDP"
## [257,] "Quasi-liquid liabilities (% of GDP)"
## [258,] "Overall budget balance, including grants (% of GDP)"
## [259,] "Overall budget deficit, including grants (% of GDP)"
## [260,] "Central government debt, total (% of GDP)"
## [261,] "Central government debt, total (% of GDP)"
## [262,] "Financing from abroad (% of GDP)"
## [263,] "Financing from abroad (% of GDP)"
## [264,] "Domestic financing, total (% of GDP)"
## [265,] "Domestic finanacing (% of GDP)"
## [266,] "Current revenue, excluding grants (% of GDP)"
## [267,] "Current revenue (% of GDP)"
## [268,] "Central government revenues, excluding all grants (% of GDP)"
## [269,] "Current revenue, excluding grants (% of GDP)"
## [270,] "SOE external debt (% of GDP)"
## [271,] "State-owned enterprises, economic activity (% of GDP)"
## [272,] "SOE economic activity (% of GDP)"
## [273,] "State-owned enterprises, net financial flows from government (% of GDP)"
## [274,] "SOE net financial flows from government (% of GDP)"
## [275,] "State-owned enterprises, overall balance before transfers (% of GDP)"
## [276,] "Tax revenue (% of GDP)"
## [277,] "Tax revenue (% of GDP)"
## [278,] "Defense expenditure (% of GDP)"
## [279,] "Research and development expenditure (% of GDP)"
## [280,] "Expenditure, total (% of GDP)"
## [281,] "Total expenditure (% of GDP)"
## [282,] "Net acquisition of financial assets (% of GDP)"
## [283,] "Cash surplus/deficit (% of GDP)"
## [284,] "Central government debt, total (% of GDP)"
## [285,] "Net incurrence of liabilities, domestic (% of GDP)"
## [286,] "Net incurrence of liabilities, foreign (% of GDP)"
## [287,] "Net incurrence of liabilities, total (% of GDP)"
## [288,] "Net investment in nonfinancial assets (% of GDP)"
## [289,] "Net lending (+) / net borrowing (-) (% of GDP)"
## [290,] "Revenue, excluding grants (% of GDP)"
## [291,] "Tax revenue (% of GDP)"
## [292,] "Expense (% of GDP)"
## [293,] "Private credit by deposit money banks to GDP (%)"
## [294,] "Deposit money banks'' assets to GDP (%)"
## [295,] "Nonbank financial institutionsâ\200\231 assets to GDP (%)"
## [296,] "Liquid liabilities to GDP (%)"
## [297,] "Central bank assets to GDP (%)"
## [298,] "Mutual fund assets to GDP (%)"
## [299,] "Financial system deposits to GDP (%)"
## [300,] "Life insurance premium volume to GDP (%)"
## [301,] "Non-life insurance premium volume to GDP (%)"
## [302,] "Insurance company assets to GDP (%)"
## [303,] "Private credit by deposit money banks and other financial institutions to GDP (%)"
## [304,] "Pension fund assets to GDP (%)"
## [305,] "Domestic credit to private sector (% of GDP)"
## [306,] "Stock market capitalization to GDP (%)"
## [307,] "Stock market total value traded to GDP (%)"
## [308,] "Outstanding domestic private debt securities to GDP (%)"
## [309,] "Outstanding domestic public debt securities to GDP (%)"
## [310,] "Outstanding international private debt securities to GDP (%)"
## [311,] "Outstanding international public debt securities to GDP (%)"
## [312,] "International debt issues to GDP (%)"
## [313,] "Gross portfolio equity liabilities to GDP (%)"
## [314,] "Gross portfolio equity assets to GDP (%)"
## [315,] "Gross portfolio debt liabilities to GDP (%)"
## [316,] "Gross portfolio debt assets to GDP (%)"
## [317,] "Syndicated loan issuance volume to GDP (%)"
## [318,] "Corporate bond issuance volume to GDP (%)"
## [319,] "Credit flows by fintech and bigtech companies to GDP (%)"
## [320,] "Credit flows by fintech and bigtech companies to GDP (%)"
## [321,] "Credit to government and state-owned enterprises to GDP (%)"
## [322,] "Bank deposits to GDP (%)"
## [323,] "Loans from nonresident banks (net) to GDP (%)"
## [324,] "Loans from nonresident banks (amounts outstanding) to GDP (%)"
## [325,] "Remittance inflows to GDP (%)"
## [326,] "Consolidated foreign claims of BIS reporting banks to GDP (%)"
## [327,] "Global leasing volume to GDP (%)"
## [328,] "Total factoring volume to GDP (%)"
## [329,] "Information and communication technology expenditure (% of GDP)"
## [330,] "Railways, goods transported (ton-km per PPP $ million of GDP)"
## [331,] "Railways, passenger-km (per PPP $ million of GDP)"
## [332,] "Telecommunications revenue (% GDP)"
## [333,] "Military expenditure (% of GDP)"
## [334,] "GDP on Accommodation & Food Beverages Activity Sector (in IDR Million), SNA 2008, Current Price"
## [335,] "GDP on Accommodation & Food Beverages Activity Sector (in IDR Million), SNA 2008, Constant Price"
## [336,] "GDP on Agriculture Sector (in IDR Million), Current Price"
## [337,] "GDP on Agriculture Sector (in IDR Million), Constant Price"
## [338,] "GDP on Agriculture, Forestry & Fisheries Sector (in IDR Million), SNA 2008, Current Price"
## [339,] "GDP on Agriculture, Forestry & Fisheries Sector (in IDR Million), SNA 2008, Constant Price"
## [340,] "GDP on Business Services Sector (in IDR Million), SNA 2008, Current Price"
## [341,] "GDP on Business Services Sector (in IDR Million), SNA 2008, Constant Price"
## [342,] "GDP on Construction Sector (in IDR Million), Current Price"
## [343,] "GDP on Construction Sector (in IDR Million), Constant Price"
## [344,] "GDP on Construction Sector (in IDR Million), SNA 2008, Current Price"
## [345,] "GDP on Construction Sector (in IDR Million), SNA 2008, Constant Price"
## [346,] "GDP on Education Services Sector (in IDR Million), SNA 2008, Current Price"
## [347,] "GDP on Education Services Sector (in IDR Million), SNA 2008, Constant Price"
## [348,] "GDP on Electricity & Gas Supply Sector (in IDR Million), SNA 2008, Current Price"
## [349,] "GDP on Electricity & Gas Supply Sector (in IDR Million), SNA 2008, Constant Price"
## [350,] "Total GDP excluding Oil and Gas (in IDR Million), Current Price"
## [351,] "Total GDP excluding Oil and Gas (in IDR Million), Constant Price"
## [352,] "GDP on Financial Service Sector (in IDR Million), Current Price"
## [353,] "GDP on Financial Service Sector (in IDR Million), Constant Price"
## [354,] "GDP on Financial & Insurance Activity Sector (in IDR Million), SNA 2008, Current Price"
## [355,] "GDP on Financial & Insurance Activity Sector (in IDR Million), SNA 2008, Constant Price"
## [356,] "GDP on Human Health & Social Work Activity Sector (in IDR Million), SNA 2008, Current Price"
## [357,] "GDP on Human Health & Social Work Activity Sector (in IDR Million), SNA 2008, Constant Price"
## [358,] "Total GDP including Oil and Gas (in IDR Million), Current Price"
## [359,] "Total GDP including Oil and Gas (in IDR Million), Constant Price"
## [360,] "Total GDP including Oil and Gas (in IDR Million), SNA 2008, Current Price"
## [361,] "Total GDP including Oil and Gas (in IDR Million), SNA 2008, Constant Price"
## [362,] "GDP on Information & Communication Sector (in IDR Million), SNA 2008, Current Price"
## [363,] "GDP on Information & Communication Sector (in IDR Million), SNA 2008, Constant Price"
## [364,] "GDP on Mining and Quarrying Sector (in IDR Million), Current Price"
## [365,] "GDP on Mining and Quarrying Sector (in IDR Million), Constant Price"
## [366,] "GDP on Mining & Quarrying Sector (in IDR Million), SNA 2008, Current Price"
## [367,] "GDP on Mining & Quarrying Sector (in IDR Million), SNA 2008, Constant Price"
## [368,] "GDP on Manufacturing Sector (in IDR Million), Current Price"
## [369,] "GDP on Manufacturing Sector (in IDR Million), Constant Price"
## [370,] "GDP on Manufacturing Industry Sector (in IDR Million), SNA 2008, Current Price"
## [371,] "GDP on Manufacturing Industry Sector (in IDR Million), SNA 2008, Constant Price"
## [372,] "GDP on Public Administration, Defense & Compulsory Social Security Sector (in IDR Million), SNA 2008, Current Price"
## [373,] "GDP on Public Administration, Defense & Compulsory Social Security Sector (in IDR Million), SNA 2008, Constant Price"
## [374,] "GDP on Real Estate Sector (in IDR Million), SNA 2008, Current Price"
## [375,] "GDP on Real Estate Sector (in IDR Million), SNA 2008, Constant Price"
## [376,] "GDP on Other Service Sector (in IDR Million), Current Price"
## [377,] "GDP on Other Service Sector (in IDR Million), Constant Price"
## [378,] "GDP on Other Services Sector (in IDR Million), SNA 2008, Current Price"
## [379,] "GDP on Other Services Sector (in IDR Million), SNA 2008, Constant Price"
## [380,] "GDP on Transportation and Telecommunication Sector (in IDR Million), Current Price"
## [381,] "GDP on Transportation and Telecommunication Sector (in IDR Million), Constant Price"
## [382,] "GDP on Transportation & Storage Sector (in IDR Million), SNA 2008, Current Price"
## [383,] "GDP on Transportation & Storage Sector (in IDR Million), SNA 2008, Constant Price"
## [384,] "GDP on Trade, Hotel and Restaurant Sector (in IDR Million), Current Price"
## [385,] "GDP on Trade, Hotel and Restaurant Sector (in IDR Million), Constant Price"
## [386,] "GDP on Wholesales & Retail Trade, Repair of Motor Vehicles & Motorcycles Sector (in IDR Million), SNA 2008, Current Price"
## [387,] "GDP on Wholesales & Retail Trade, Repair of Motor Vehicles & Motorcycles Sector (in IDR Million), SNA 2008, Constant Price"
## [388,] "GDP on Utilities Sector (in IDR Million), Current Price"
## [389,] "GDP on Utilities Sector (in IDR Million), Constant Price"
## [390,] "GDP on Water Supply, Sewerage, Waste & Recycling Management Sector (in IDR Million), SNA 2008, Current Price"
## [391,] "GDP on Water Supply, Sewerage, Waste & Recycling Management Sector (in IDR Million), SNA 2008, Constant Price"
## [392,] "General government final consumption expenditure (% of GDP)"
## [393,] "Household final consumption expenditure, etc. (% of GDP)"
## [394,] "Households and NPISHs final consumption expenditure (% of GDP)"
## [395,] "Final consumption expenditure, etc. (% of GDP)"
## [396,] "Total consumption: contribution to growth of GDP (%)"
## [397,] "Final consumption expenditure (% of GDP)"
## [398,] "Gross national expenditure (% of GDP)"
## [399,] "Exports of goods and services (% of GDP)"
## [400,] "GDP expenditure on general government consumption (in IDR Million)"
## [401,] "GDP expenditure on general government consumption (in IDR Million), SNA 2008, Current Price"
## [402,] "GDP expenditure on non profit private institution consumption (in IDR Million)"
## [403,] "GDP expenditure on non profit private institution consumption (in IDR Million), SNA 2008, Current Price"
## [404,] "GDP expenditure on private consumption (in IDR Million)"
## [405,] "GDP expenditure on private consumption (in IDR Million), SNA 2008, Current Price"
## [406,] "GDP expenditure on exports (in IDR Million)"
## [407,] "GDP expenditure on exports (in IDR Million), SNA 2008, Current Price"
## [408,] "Gross fixed capital formation, private sector (% of GDP)"
## [409,] "Gross public investment (% of GDP)"
## [410,] "GDP expenditure on gross fixed capital formation (in IDR Million)"
## [411,] "GDP expenditure on gross fixed capital formation (in IDR Million), SNA 2008, Current Price"
## [412,] "Gross fixed capital formation (% of GDP)"
## [413,] "GDP expenditure on imports (in IDR Million)"
## [414,] "GDP expenditure on imports (in IDR Million), SNA 2008, Current Price"
## [415,] "GDP expenditure on inter-region net exports (in IDR Million), SNA 2008, Current Price"
## [416,] "GDP expenditure on changes in stock (in IDR Million)"
## [417,] "GDP expenditure on changes in stock (in IDR Million), SNA 2008, Current Price"
## [418,] "Total GDP based on expenditure (in IDR Million)"
## [419,] "Total GDP based on expenditure (in IDR Million), SNA 2008, Current Price"
## [420,] "Gross domestic investment: contr. to growth of GDP(%)"
## [421,] "Gross capital formation (% of GDP)"
## [422,] "Imports of goods and services (% of GDP)"
## [423,] "Merchandise trade to GDP ratio (%)"
## [424,] "Resource balance: contribution to growth of GDP (%)"
## [425,] "External balance on goods and services (% of GDP)"
## [426,] "Trade (% of GDP)"
## [427,] "Agriculture: contribution to growth of GDP (%)"
## [428,] "Industry: contribution to growth of GDP (%)"
## [429,] "Services: contribution to growth of GDP (%)"
## [430,] "Real agricultural GDP per capita growth rate (%)"
## [431,] "Real agricultural GDP growth rates (%)"
## [432,] "Agriculture, forestry, and fishing, value added (% of GDP)"
## [433,] "Manufacturing, value added (% of GDP)"
## [434,] "Industry: contribution to growth of GDP (%)"
## [435,] "Industry (including construction), value added (% of GDP)"
## [436,] "Discrepancy in GDP, value added (current US$)"
## [437,] "Discrepancy in GDP, value added (current LCU)"
## [438,] "Discrepancy in GDP, value added (constant LCU)"
## [439,] "Services: contribution to growth of GDP (%)"
## [440,] "Services, etc., value added (% of GDP)"
## [441,] "Services, value added (% of GDP)"
## [442,] "Agricultural support estimate (% of GDP)"
## [443,] "Coal rents (% of GDP)"
## [444,] "Inflation, GDP deflator (annual %)"
## [445,] "Inflation, GDP deflator (annual %)"
## [446,] "Inflation, GDP deflator: linked series (annual %)"
## [447,] "GDP deflator (base year varies by country)"
## [448,] "GDP deflator (1987 = 100)"
## [449,] "GDP deflator: linked series (base year varies by country)"
## [450,] "Discrepancy in expenditure estimate of GDP (current US$)"
## [451,] "Discrepancy in expenditure estimate of GDP (current LCU)"
## [452,] "Discrepancy in expenditure estimate of GDP (constant LCU)"
## [453,] "GDP at factor cost (constant 1987 US$)"
## [454,] "GDP at factor cost (constant 1987 LCU)"
## [455,] "Forest rents (% of GDP)"
## [456,] "Mineral rents (% of GDP)"
## [457,] "GDP (current US$)"
## [458,] "GDP deflator, index (2000=100; US$ series)"
## [459,] "GDP (current LCU)"
## [460,] "GDP: linked series (current LCU)"
## [461,] "GDP deflator, period average (LCU index 2000=100)"
## [462,] "GDP Deflator"
## [463,] "GDP (constant 2015 US$)"
## [464,] "GDP at market prices (constant 1987 US$)"
## [465,] "GDP growth (annual %)"
## [466,] "GDP (constant LCU)"
## [467,] "GDP at market prices (constant 1987 LCU)"
## [468,] "GDP growth (annual %)"
## [469,] "GDP, PPP (current international $)"
## [470,] "GDP, PPP (constant 2017 international $)"
## [471,] "GDP, PPP (constant 1987 international $)"
## [472,] "GDP deflator (1987=100,Index)"
## [473,] "GDP deflator, end period (base year varies by country)"
## [474,] "Natural gas rents (% of GDP)"
## [475,] "GDP per capita (current US$)"
## [476,] "GDP per capita (current LCU)"
## [477,] "GDP per capita (constant 2015 US$)"
## [478,] "GDP per capita growth (annual %)"
## [479,] "GDP per capita (constant LCU)"
## [480,] "GDP per capita, PPP (current international $)"
## [481,] "GDP per capita, PPP (constant 2017 international $)"
## [482,] "GDP per capita, PPP (constant 1987 international $)"
## [483,] "GDP per capita, PPP annual growth (%)"
## [484,] "Oil rents (% of GDP)"
## [485,] "Total natural resources rents (% of GDP)"
## [486,] "Gross domestic savings (% of GDP)"
## [487,] "Genuine savings: education expenditure (% of GDP)"
## [488,] "Genuine savings: carbon dioxide damage (% of GDP)"
## [489,] "Genuine savings: net forest depletion (% of GDP)"
## [490,] "Genuine savings: consumption of fixed capital (% of GDP)"
## [491,] "Genuine savings: mineral depletion (% of GDP)"
## [492,] "Genuine savings: energy depletion (% of GDP)"
## [493,] "Genuine savings: net domestic savings (% of GDP)"
## [494,] "Genuine domestic savings (% of GDP)"
## [495,] "Gross savings (% of GDP)"
## [496,] "Annual percentage growth rate of GDP at market prices based on constant 2010 US Dollars."
## [497,] "GDP,current US$,millions,seas. adj.,"
## [498,] "GDP,current LCU,millions,seas. adj.,"
## [499,] "GDP,constant 2010 US$,millions,seas. adj.,"
## [500,] "GDP,constant 2010 LCU,millions,seas. adj.,"
## [501,] "PPP conversion factor, GDP (LCU per international $)"
## [502,] "2005 PPP conversion factor, GDP (LCU per international $)"
## [503,] "Price level ratio of PPP conversion factor (GDP) to market exchange rate"
## [504,] "(De Facto) Average principal salary as percent of GDP per capita"
## [505,] "(De Jure) Average starting public-school teacher salary as percent of GDP per capita"
## [506,] "Public Expenditure on Education (% GDP)"
## [507,] "Public spending on education, primary (% of GDP)"
## [508,] "Government expenditure per student, primary (% of GDP per capita)"
## [509,] "Public spending on education, secondary (% of GDP)"
## [510,] "Government expenditure per student, secondary (% of GDP per capita)"
## [511,] "Public spending on education, tertiary (% of GDP)"
## [512,] "Government expenditure per student, tertiary (% of GDP per capita)"
## [513,] "Government expenditure on education, total (% of GDP)"
## [514,] "Rail traffic (km per million US$ GDP)"
## [515,] "Current health expenditure (% of GDP)"
## [516,] "Domestic general government health expenditure (% of GDP)"
## [517,] "Public Expenditure on Health (% GDP)"
## [518,] "Capital health expenditure (% of GDP)"
## [519,] "Health expenditure, private (% of GDP)"
## [520,] "Health expenditure, public (% of GDP)"
## [521,] "Health expenditure, total (% of GDP)"
## [522,] "GDP per person employed (constant 2017 PPP $)"
## [523,] "GDP per person employed (annual % growth)"
## [524,] "GDP per person employed, index (1980 = 100)"
## [525,] "Trade (% of GDP, PPP)"
## [526,] "Merchandise trade (% of GDP)"
## [527,] "Trade in goods (% of goods GDP)"
## [528,] "Government expenditure on pre-primary education as % of GDP (%)"
## [529,] "Government expenditure on primary education as % of GDP (%)"
## [530,] "Government expenditure on lower secondary education as a percentage of GDP (%)"
## [531,] "Government expenditure on secondary education as % of GDP (%)"
## [532,] "Government expenditure on secondary and post-secondary non-tertiary vocational education as % of GDP (%)"
## [533,] "Government expenditure on upper secondary education as a percentage of GDP (%)"
## [534,] "Government expenditure on post-secondary non-tertiary education as % of GDP (%)"
## [535,] "Government expenditure on tertiary education as % of GDP (%)"
## [536,] "Initial government funding per pre-primary student as a percentage of GDP per capita"
## [537,] "Initial government funding per primary student as a percentage of GDP per capita"
## [538,] "Initial household funding per primary student as a percentage of GDP per capita"
## [539,] "Initial government funding per lower secondary student as a percentage of GDP per capita"
## [540,] "Initial government funding per secondary student as a percentage of GDP per capita"
## [541,] "Initial household funding per secondary student as a percentage of GDP per capita"
## [542,] "Initial government funding per upper secondary student as a percentage of GDP per capita"
## [543,] "Initial government funding per tertiary student as a percentage of GDP per capita"
## [544,] "Initial household funding per tertiary student as a percentage of GDP per capita"
plot(dataseries::ds("GDP.PBRTT.A.R", "ts"),
ylab = "mio CHF, at 2010 prices, s. adj.",
main = "Gross Domestic Product")
# Aggregating months to quarters (post updated on May 6, 2017)
to_quarterly <- function(x){
aggregate(x, nfrequency = 4, FUN = mean)
}
pmi <- to_quarterly(dataseries::ds("PMI.SA.PM", "ts"))
pmi
## Qtr1 Qtr2 Qtr3 Qtr4
## 1995 59.81639 56.77253 53.69718 48.68514
## 1996 49.22514 43.66191 47.09126 47.85654
## 1997 52.24094 54.82939 58.27810 58.80569
## 1998 57.33214 56.41548 53.73660 50.26734
## 1999 47.90049 52.00296 56.61030 61.59180
## 2000 60.20920 63.93127 61.59858 61.33324
## 2001 54.44586 47.31443 44.07860 40.64628
## 2002 46.48351 49.46546 47.31170 48.34377
## 2003 47.76053 44.26444 50.63105 54.39236
## 2004 56.44187 58.07808 55.29843 54.16907
## 2005 50.67284 51.83216 53.53559 57.07477
## 2006 60.80692 63.74726 65.15083 65.60336
## 2007 62.87334 61.52593 61.32931 61.70397
## 2008 60.48382 55.19466 50.77677 39.20381
## 2009 34.40761 38.95819 49.03543 55.17463
## 2010 59.57695 64.39910 62.83046 61.87773
## 2011 60.45115 56.51305 51.50339 48.13194
## 2012 48.83458 46.73100 46.36572 48.50353
## 2013 50.70963 50.93650 55.88681 55.34285
## 2014 55.76255 54.14419 53.08271 52.97471
## 2015 48.36353 48.41734 49.74535 49.53014
## 2016 51.43838 53.29158 52.47147 55.77564
## 2017 57.01653 57.68908
kof <- to_quarterly(dataseries::ds("KOF.KFBR", "ts"))
kof
## Qtr1 Qtr2 Qtr3 Qtr4
## 1991 86.59796 96.97764 98.31854 103.22155
## 1992 101.40298 100.00734 94.79571 90.15104
## 1993 94.19851 99.16460 101.12868 109.45669
## 1994 114.31053 112.04858 109.64755 110.67574
## 1995 99.94288 94.04436 90.23444 87.43824
## 1996 89.92702 95.92598 100.81283 106.11533
## 1997 108.70919 108.64596 112.23582 109.74738
## 1998 101.59437 100.80163 96.88067 90.60517
## 1999 98.96255 103.06736 108.72755 113.71710
## 2000 107.69494 110.21294 103.14128 102.78461
## 2001 95.97589 86.27063 92.18570 82.74865
## 2002 97.80126 102.73266 95.16510 95.24500
## 2003 95.73072 94.97177 103.05435 112.40882
## 2004 111.67827 111.61772 107.16632 100.15483
## 2005 100.48833 101.87988 102.93268 108.62946
## 2006 111.55066 108.65715 107.64494 107.73100
## 2007 109.08635 103.52263 103.60535 100.07432
## 2008 94.87243 84.17515 81.59950 73.06116
## 2009 73.99887 98.00406 115.06160 119.33433
## 2010 114.16020 115.12302 109.50645 105.92485
## 2011 102.42468 100.13874 85.63671 88.11262
## 2012 101.39749 98.31183 99.96728 101.65222
## 2013 105.74487 101.00365 106.98300 107.19111
## 2014 105.71536 101.70401 98.40830 98.43146
## 2015 90.33388 96.97314 100.69995 99.71993
## 2016 102.28118 102.56974 100.71217 102.75329
## 2017 106.44362 105.42693 105.92140
csent <- dataseries::ds("CCI.GEPC", "ts")
csent
## Qtr1 Qtr2 Qtr3 Qtr4
## 1972 0.245098
## 1973 -6.904762 -4.935622 -6.172840 -24.448898
## 1974 -33.462282 -60.430108 -53.548387 -70.023419
## 1975 -70.626350 -101.932367 -84.279476 -97.137405
## 1976 -98.814229 -50.515464 5.333333 -1.328273
## 1977 -39.800000 -1.972387 23.118280 23.965142
## 1978 13.188976 11.965812 19.402985 -23.926380
## 1979 -8.436214 16.919740 1.336303 2.892562
## 1980 11.007752 19.554849 16.746411 1.085271
## 1981 -3.596404 -23.681687 -22.113503 -29.211295
## 1982 -41.193455 -42.175573 -60.440613 -70.547945
## 1983 -70.086290 -46.692234 -45.085066 -30.317613
## 1984 -29.433962 -25.717017 -12.561335 -1.532567
## 1985 -0.391773 4.549855 8.000000 15.627996
## 1986 24.715909 30.924855 24.633431 25.096899
## 1987 18.921569 9.250243 14.154786 7.100000
## 1988 -2.106319 -9.686888 11.370262 21.400778
## 1989 38.015717 27.263875 11.907067 27.216495
## 1990 -1.801802 0.000000 -6.893107 -45.348837
## 1991 -50.099404 -54.170486 -69.573643 -92.186047
## 1992 -105.750225 -100.938967 -106.114770 -114.741784
## 1993 -102.327747 -103.305005 -99.239544 -86.397749
## 1994 -64.981273 -30.857143 -15.973535 -7.368421
## 1995 -16.447368 -10.536044 -27.887324 -29.732225
## 1996 -54.793316 -76.778414 -85.727525 -84.400826
## 1997 -88.283659 -74.947808 -53.750000 -20.461095
## 1998 -33.584906 -6.504854 16.272469 4.429134
## 1999 3.191489 -3.118908 7.142857 22.624878
## 2000 33.990148 41.501976 54.501916 51.777137
## 2001 48.322148 38.155340 24.248303 -51.314508
## 2002 -49.518304 -34.077670 -47.813411 -101.320755
## 2003 -80.740038 -98.691589 -89.832090 -63.534884
## 2004 -56.052142 -26.221805 -19.498607 -30.919220
## 2005 -28.200371 -24.033930 -35.311005 -33.051643
## 2006 0.000000 15.465898 34.318398 41.062802
## 2007 43.565300 48.108632 43.490566 35.714286
## 2008 30.674264 2.362949 -25.094697 -57.410882
## 2009 -63.985033 -96.306556 -100.278293 -74.696545
## 2010 -58.294717 -7.358491 5.272895 15.726179
## 2011 16.650899 12.791783 -5.096154 -41.626794
## 2012 -47.113594 -17.661901 -24.137931 -21.980886
## 2013 -9.739715 -6.623735 -9.212880 2.724796
## 2014 11.828859 5.456256 6.925208 -8.979948
## 2015 0.928505 -21.996124 -35.596708 -29.562738
## 2016 -34.690416 -30.350554 -27.466938 -18.355641
## 2017 -8.691983 -5.635148 9.671848 13.351750
## 2018 24.436860 18.534120 13.403042 18.367347
plot(cbind(pmi, kof, csent), main = "Business Cycle Indicators")
gdp.level <- dataseries::ds("GDP.PBRTT.A.R", "ts")
gdp <- (gdp.level / lag(gdp.level, -1)) - 1
gdp
## Qtr1 Qtr2 Qtr3 Qtr4
## 1980 2.910445e-03 6.656953e-03 4.417216e-03
## 1981 2.352679e-03 7.094074e-03 2.826892e-03 -2.047382e-03
## 1982 -3.047135e-03 -1.174907e-02 -5.001206e-03 -1.365185e-03
## 1983 1.748087e-03 9.157282e-03 4.297599e-03 7.096067e-03
## 1984 5.875203e-03 6.441840e-03 1.506108e-02 1.042697e-02
## 1985 7.479981e-03 9.118232e-03 4.752063e-03 9.650291e-03
## 1986 1.737875e-04 7.835167e-03 1.234717e-03 -2.112906e-04
## 1987 2.591008e-04 8.030048e-03 9.454742e-03 9.181139e-03
## 1988 4.285054e-03 7.650383e-03 1.111910e-02 1.397197e-02
## 1989 4.412250e-03 1.631376e-02 1.059046e-02 1.331320e-02
## 1990 1.541258e-02 2.932922e-03 -2.489595e-03 -1.333627e-03
## 1991 -3.196547e-03 -5.238189e-03 4.199552e-04 1.022568e-03
## 1992 6.088714e-03 -2.485385e-03 -7.536339e-03 -7.105356e-03
## 1993 4.377871e-04 7.736738e-03 2.209691e-03 4.801081e-03
## 1994 4.663165e-03 -3.194341e-03 6.904160e-03 3.376644e-03
## 1995 -5.574797e-03 2.675925e-03 7.014293e-03 1.061733e-03
## 1996 2.541624e-03 -2.710886e-03 -2.921110e-03 5.329394e-03
## 1997 7.630533e-03 7.099427e-03 1.188987e-02 9.156385e-03
## 1998 6.963488e-03 1.187875e-02 -9.957517e-04 -3.410184e-03
## 1999 6.261275e-04 9.096732e-03 6.262754e-03 2.364501e-02
## 2000 7.692860e-03 4.230192e-03 7.705062e-03 9.829851e-03
## 2001 3.692311e-04 2.521248e-03 -3.105913e-03 -5.089215e-04
## 2002 2.688881e-03 8.469833e-04 1.639906e-03 -3.886910e-03
## 2003 -6.936449e-03 2.189897e-03 9.739675e-03 1.218893e-02
## 2004 6.742963e-03 4.065023e-03 2.625691e-03 1.473011e-03
## 2005 1.211404e-02 1.128955e-02 9.964663e-03 8.969939e-03
## 2006 1.113328e-02 8.584796e-03 8.237320e-03 1.571071e-02
## 2007 8.601829e-03 1.094831e-02 8.137491e-03 6.278020e-03
## 2008 8.914547e-03 6.425917e-03 1.212861e-03 -1.919582e-02
## 2009 -1.559907e-02 -5.120827e-05 9.964260e-03 2.448504e-03
## 2010 1.029015e-02 9.728363e-03 4.506498e-03 7.020136e-03
## 2011 4.739422e-03 4.876860e-03 -3.176276e-03 6.118493e-03
## 2012 9.081552e-04 2.394507e-03 5.216516e-03 2.033063e-03
## 2013 4.138066e-03 7.744578e-03 7.108338e-03 1.760795e-03
## 2014 7.318318e-03 5.983192e-03 7.907844e-03 8.162818e-03
## 2015 -3.181547e-03 1.381419e-04 6.470218e-03 3.774403e-03
## 2016 5.744380e-03 2.972236e-03 4.142457e-03 -1.424055e-03
## 2017 3.896144e-03 6.992006e-03 7.802878e-03 7.432686e-03
## 2018 9.205038e-03 7.023717e-03 -2.248359e-03