From b193946a1a3c00ed74a544f29faf491573ecd328 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Kier=C3=A1n=20Meinhardt?= Date: Sat, 14 Mar 2026 07:29:10 +0100 Subject: [PATCH] temperature-development: import --- .gitignore | 2 + .../Human Development Index - Full.csv | 196 + temperature-development/Untitled.ipynb | 137 + .../combined_temperature.csv | 20741 ++++++++++++++++ temperature-development/shell.nix | 12 + 5 files changed, 21088 insertions(+) create mode 100644 temperature-development/Human Development Index - Full.csv create mode 100644 temperature-development/Untitled.ipynb create mode 100644 temperature-development/combined_temperature.csv create mode 100644 temperature-development/shell.nix diff --git a/.gitignore b/.gitignore index 53b2b64..14272cf 100644 --- a/.gitignore +++ b/.gitignore @@ -16,3 +16,5 @@ dist-newstyle/ *.pdf *.ps *~ +*.zip +.ipynb_checkpoints/ diff --git a/temperature-development/Human Development Index - Full.csv b/temperature-development/Human Development 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rate, female (% ages 15 and older) (1992)","Labour force participation rate, female (% ages 15 and older) (1993)","Labour force participation rate, female (% ages 15 and older) (1994)","Labour force participation rate, female (% ages 15 and older) (1995)","Labour force participation rate, female (% ages 15 and older) (1996)","Labour force participation rate, female (% ages 15 and older) (1997)","Labour force participation rate, female (% ages 15 and older) (1998)","Labour force participation rate, female (% ages 15 and older) (1999)","Labour force participation rate, female (% ages 15 and older) (2000)","Labour force participation rate, female (% ages 15 and older) (2001)","Labour force participation rate, female (% ages 15 and older) (2002)","Labour force participation rate, female (% ages 15 and older) (2003)","Labour force participation rate, female (% ages 15 and older) (2004)","Labour force participation rate, female (% ages 15 and older) (2005)","Labour force participation rate, female (% ages 15 and older) (2006)","Labour force participation rate, female (% ages 15 and older) (2007)","Labour force participation rate, female (% ages 15 and older) (2008)","Labour force participation rate, female (% ages 15 and older) (2009)","Labour force participation rate, female (% ages 15 and older) (2010)","Labour force participation rate, female (% ages 15 and older) (2011)","Labour force participation rate, female (% ages 15 and older) (2012)","Labour force participation rate, female (% ages 15 and older) (2013)","Labour force participation rate, female (% ages 15 and older) (2014)","Labour force participation rate, female (% ages 15 and older) (2015)","Labour force participation rate, female (% ages 15 and older) (2016)","Labour force participation rate, female (% ages 15 and older) (2017)","Labour force participation rate, female (% ages 15 and older) (2018)","Labour force participation rate, female (% ages 15 and older) (2019)","Labour force participation rate, female (% ages 15 and older) (2020)","Labour force participation rate, female (% ages 15 and older) (2021)","Labour force participation rate, male (% ages 15 and older) (1990)","Labour force participation rate, male (% ages 15 and older) (1991)","Labour force participation rate, male (% ages 15 and older) (1992)","Labour force participation rate, male (% ages 15 and older) (1993)","Labour force participation rate, male (% ages 15 and older) (1994)","Labour force participation rate, male (% ages 15 and older) (1995)","Labour force participation rate, male (% ages 15 and older) (1996)","Labour force participation rate, male (% ages 15 and older) (1997)","Labour force participation rate, male (% ages 15 and older) (1998)","Labour force participation rate, male (% ages 15 and older) (1999)","Labour force participation rate, male (% ages 15 and older) (2000)","Labour force participation rate, male (% ages 15 and older) (2001)","Labour force participation rate, male (% ages 15 and older) (2002)","Labour force participation rate, male (% ages 15 and older) (2003)","Labour force participation rate, male (% ages 15 and older) (2004)","Labour force participation rate, male (% ages 15 and older) (2005)","Labour force participation rate, male (% ages 15 and older) (2006)","Labour force participation rate, male (% ages 15 and older) (2007)","Labour force participation rate, male (% ages 15 and older) (2008)","Labour force participation rate, male (% ages 15 and older) (2009)","Labour force participation rate, male (% ages 15 and older) (2010)","Labour force participation rate, male (% ages 15 and older) (2011)","Labour force participation rate, male (% ages 15 and older) (2012)","Labour force participation rate, male (% ages 15 and older) (2013)","Labour force participation rate, male (% ages 15 and older) (2014)","Labour force participation rate, male (% ages 15 and older) (2015)","Labour force participation rate, male (% ages 15 and older) (2016)","Labour force participation rate, male (% ages 15 and older) (2017)","Labour force participation rate, male (% ages 15 and older) (2018)","Labour force participation rate, male (% ages 15 and older) (2019)","Labour force participation rate, male (% ages 15 and older) (2020)","Labour force participation rate, male (% ages 15 and older) (2021)",Difference from HDI rank (2021),Planetary pressures-adjusted Human Development Index (1990),Planetary pressures-adjusted Human Development Index (1991),Planetary pressures-adjusted Human Development Index (1992),Planetary pressures-adjusted Human Development Index (1993),Planetary pressures-adjusted Human Development Index (1994),Planetary pressures-adjusted Human Development Index (1995),Planetary pressures-adjusted Human Development Index (1996),Planetary pressures-adjusted Human Development Index (1997),Planetary pressures-adjusted Human Development Index (1998),Planetary pressures-adjusted Human Development Index (1999),Planetary pressures-adjusted Human Development Index (2000),Planetary pressures-adjusted Human Development Index (2001),Planetary pressures-adjusted Human Development Index (2002),Planetary pressures-adjusted Human Development Index (2003),Planetary pressures-adjusted Human Development Index (2004),Planetary pressures-adjusted Human Development Index (2005),Planetary pressures-adjusted Human Development Index (2006),Planetary pressures-adjusted Human Development Index (2007),Planetary pressures-adjusted Human Development Index (2008),Planetary pressures-adjusted Human Development Index (2009),Planetary pressures-adjusted Human Development Index (2010),Planetary pressures-adjusted Human Development Index (2011),Planetary pressures-adjusted Human Development Index (2012),Planetary pressures-adjusted Human Development Index (2013),Planetary pressures-adjusted Human Development Index (2014),Planetary pressures-adjusted Human Development Index (2015),Planetary pressures-adjusted Human Development Index (2016),Planetary pressures-adjusted Human Development Index (2017),Planetary pressures-adjusted Human Development Index (2018),Planetary pressures-adjusted Human Development Index (2019),Planetary pressures-adjusted Human Development Index (2020),Planetary pressures-adjusted Human Development Index (2021),Difference from HDI value (%) (1990),Difference from HDI value (%) (1991),Difference from HDI value (%) (1992),Difference from HDI value (%) (1993),Difference from HDI value (%) (1994),Difference from HDI value (%) (1995),Difference from HDI value (%) (1996),Difference from HDI value (%) (1997),Difference from HDI value (%) (1998),Difference from HDI value (%) (1999),Difference from HDI value (%) (2000),Difference from HDI value (%) (2001),Difference from HDI value (%) (2002),Difference from HDI value (%) (2003),Difference from HDI value (%) (2004),Difference from HDI value (%) (2005),Difference from HDI value (%) (2006),Difference from HDI value (%) (2007),Difference from HDI value (%) (2008),Difference from HDI value (%) (2009),Difference from HDI value (%) (2010),Difference from HDI value (%) (2011),Difference from HDI value (%) (2012),Difference from HDI value (%) (2013),Difference from HDI value (%) (2014),Difference from HDI value (%) (2015),Difference from HDI value (%) (2016),Difference from HDI value (%) (2017),Difference from HDI value (%) (2018),Difference from HDI value (%) (2019),Difference from HDI value (%) (2020),Difference from HDI value (%) (2021),Carbon dioxide emissions per capita (production) (tonnes) (1990),Carbon dioxide emissions per capita (production) (tonnes) (1991),Carbon dioxide emissions per capita (production) (tonnes) (1992),Carbon dioxide emissions per capita (production) (tonnes) (1993),Carbon dioxide emissions per capita (production) (tonnes) (1994),Carbon dioxide emissions per capita (production) (tonnes) (1995),Carbon dioxide emissions per capita (production) (tonnes) (1996),Carbon dioxide emissions per capita (production) (tonnes) (1997),Carbon dioxide emissions per capita (production) (tonnes) (1998),Carbon dioxide emissions per capita (production) (tonnes) (1999),Carbon dioxide emissions per capita (production) (tonnes) (2000),Carbon dioxide emissions per capita (production) (tonnes) (2001),Carbon dioxide emissions per capita (production) (tonnes) (2002),Carbon dioxide emissions per capita (production) (tonnes) (2003),Carbon dioxide emissions per capita (production) (tonnes) (2004),Carbon dioxide emissions per capita (production) (tonnes) (2005),Carbon dioxide emissions per capita (production) (tonnes) (2006),Carbon dioxide emissions per capita (production) (tonnes) (2007),Carbon dioxide emissions per capita (production) (tonnes) (2008),Carbon dioxide emissions per capita (production) (tonnes) (2009),Carbon dioxide emissions per capita (production) (tonnes) (2010),Carbon dioxide emissions per capita (production) (tonnes) (2011),Carbon dioxide emissions per capita (production) (tonnes) (2012),Carbon dioxide emissions per capita (production) (tonnes) (2013),Carbon dioxide emissions per capita (production) (tonnes) (2014),Carbon dioxide emissions per capita (production) (tonnes) (2015),Carbon dioxide emissions per capita (production) (tonnes) (2016),Carbon dioxide emissions per capita (production) (tonnes) (2017),Carbon dioxide emissions per capita (production) (tonnes) (2018),Carbon dioxide emissions per capita (production) (tonnes) (2019),Carbon dioxide emissions per capita (production) (tonnes) (2020),Carbon dioxide emissions per capita (production) (tonnes) (2021),Material footprint per capita (tonnes) (1990),Material footprint per capita (tonnes) (1991),Material footprint per capita (tonnes) (1992),Material footprint per capita (tonnes) (1993),Material footprint per capita (tonnes) (1994),Material footprint per capita (tonnes) (1995),Material footprint per capita (tonnes) (1996),Material footprint per capita (tonnes) (1997),Material footprint per capita (tonnes) (1998),Material footprint per capita (tonnes) (1999),Material footprint per capita (tonnes) (2000),Material footprint per capita (tonnes) (2001),Material footprint per capita (tonnes) (2002),Material footprint per capita (tonnes) (2003),Material footprint per capita (tonnes) (2004),Material footprint per capita (tonnes) (2005),Material footprint per capita (tonnes) (2006),Material footprint per capita (tonnes) (2007),Material footprint per capita (tonnes) (2008),Material footprint per capita (tonnes) (2009),Material footprint per capita (tonnes) (2010),Material footprint per capita (tonnes) (2011),Material footprint per capita (tonnes) (2012),Material footprint per capita (tonnes) (2013),Material footprint per capita (tonnes) (2014),Material footprint per capita (tonnes) (2015),Material footprint per capita (tonnes) (2016),Material footprint per capita (tonnes) (2017),Material footprint per capita (tonnes) (2018),Material footprint per capita (tonnes) (2019),Material footprint per capita (tonnes) (2020),Material footprint per capita (tonnes) (2021) 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+AND,Andorra,Very High,,40,,,,,,,,,,,0.818,0.825,0.832,0.841,0.833,0.833,0.848,0.847,0.85,0.848,0.848,0.849,0.869,0.864,0.871,0.867,0.871,0.868,0.872,0.873,0.848,0.858,78.4063,77.9805,80.3241,78.6633,82.638,78.9616,80.334,80.9439,79.4259,81.3173,80.9193,81.6857,82.2368,83.9209,80.0836,81.7599,82.9664,82.6594,82.6982,82.752,82.8156,82.8975,82.9166,82.9343,82.9483,82.9534,82.9671,82.9803,82.9923,83.0039,79.0234,80.3684,10.79878,10.79878,10.79878,10.79878,10.79878,10.79878,10.79878,10.79878,10.79878,10.79878,10.79878,10.79878,11.03658,10.94253,10.79199,10.82593,11.18277,11.18277,11.67192,11.67192,11.67192,11.67192,13.52401627,13.13884093,13.495076,13.14028012,13.30023874,13.04647577,13.30023874,13.30023874,13.30023874,13.30023874,,,,,,,,,,,9.806363724,9.891956443,9.978296239,10.06538963,10.70065022,10.08963966,10.41322041,10.4421978,10.47117519,10.50015259,10.52912998,10.55810738,10.58708477,10.61606216,10.64503956,10.57328033,10.55609989,10.55577309,10.5554463,10.55511952,10.55511952,10.55511952,43773.1465,43175.1476,41935.7872,40085.31589,39923.54588,40270.7679,41014.57879,44756.59597,46319.68664,48047.57776,47849.49243,50235.66715,50489.27491,52529.42795,54521.78059,55553.50369,56696.60874,56399.72175,52516.10603,49377.46694,48410.27165,48812.02903,47126.81461,46385.0952,48483.72032,49936.87454,52267.73832,52650.22576,53483.30663,54465.0474,47878.66664,51166.62661,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,82.6756,81.9459,82.3576,81.9067,83.5061,81.8968,83.1381,82.8305,83.2603,83.5135,82.7996,85.4134,84.3692,86.7953,81.1494,83.7746,84.4182,85.4545,85.4545,85.4442,85.4442,85.4442,85.4442,85.4442,85.4442,85.434,85.434,85.434,85.434,85.434,83.1922,84.3238,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.794106303,9.875223911,9.957013358,10.03948021,10.56851959,9.964730263,10.36855984,10.39617991,10.42379999,10.45142007,10.47904015,10.50666022,10.5342803,10.56190038,10.58952045,10.51278019,10.49055004,10.48741213,10.48427516,10.48113913,10.48113913,10.48113913,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75.2791,75.0519,78.6082,76.1603,81.8161,76.6881,78.1539,79.3651,76.5794,79.483,79.3158,78.8295,80.4117,81.5244,79.1305,80.0523,81.6787,80.3913,80.422,80.4628,80.4934,80.524,80.5546,80.5852,80.6157,80.6462,80.6868,80.7172,80.7477,80.7781,75.7629,77.1723,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.815827562,9.906324933,9.997656648,10.0898304,10.82660961,10.20878983,10.45674992,10.48738992,10.51802993,10.54866993,10.57930994,10.60994995,10.64058995,10.67122996,10.70186996,10.63362026,10.6210804,10.62337889,10.62567787,10.62797735,10.62797735,10.62797735,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.217056751,5.215367794,5.208617687,5.201047897,5.193582058,5.18843174,5.177571297,5.169452667,5.1615839,5.153373718,5.421921253,5.297909737,15.1603022,15.1603022,15.1603022,15.1603022,9.965680746,10.08381514,10.00815435,10.00815435,10.00815435,10.00815435,10.00815435,10.00815435,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.656,10.878,10.919,9.558,8.761,8.242,8.296,8.717,8.767,10.1,9.281,10.072,10.397,9.066,10.092,10.487,10.597,9.87,11.12,10.246,10.558,9.574,8.414,6.989,6.925,7.402,7.176,6.404,6.08,5.985,6.091,5.887,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.461153204,7.176510032,6.906330662,6.730576832,6.488823651,6.656538763,7.059353636,7.233820946,7.654578903,7.968929626,8.012693072,7.780549739,7.584405202,7.30972097,7.352578564,7.293925216,6.740582519,6.514077693,6.422575183,6.116524395,6.117538396,5.862657767,5.91201912,5.896947037,5.828083774,5.964928023,6.067376483,6.043168271,6.42339558,6.505535247,6.034944671,6.034944671,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +ARE,United Arab Emirates,Very High,AS,26,0.728,0.739,0.742,0.748,0.755,0.762,0.767,0.773,0.779,0.787,0.796,0.8,0.804,0.814,0.818,0.822,0.827,0.831,0.834,0.833,0.835,0.84,0.846,0.852,0.859,0.865,0.87,0.897,0.909,0.92,0.912,0.911,71.9004,72.2414,72.3062,72.5213,72.5982,72.6945,72.7674,72.9367,73.0658,73.6697,74.38,74.6356,74.901,76.2223,76.4532,76.6825,76.9087,77.1289,77.4877,78.003,78.3335,78.5168,78.7155,78.8528,79.0442,79.2232,79.3347,79.5036,79.6274,79.7262,78.9457,78.7104,10.47455978,10.8223896,10.65937996,10.68766022,10.80651457,10.92536893,11.04422329,11.16307764,11.281932,11.40078636,11.51964072,11.63849507,11.75734943,11.87620379,11.99505814,12.1139125,12.23276686,12.35162121,12.47047557,12.58932993,12.70818428,12.82703864,12.945893,13.06474735,13.18360171,13.30245607,13.42131042,14.3441,15.01912022,15.69414043,15.71769047,15.71769047,5.759906188,6.058643774,6.35738136,6.656118945,6.954856531,7.253594116,7.499131858,7.7446696,7.990207341,8.235745083,8.481282824,8.583590217,8.685897609,8.788205001,8.890512394,8.992819786,9.160983432,9.329147079,9.497310725,9.665474371,9.833638018,10.00180166,10.16996531,10.33812896,10.5062926,10.67445625,10.8426199,12.05539989,12.48400021,12.69402981,12.69402981,12.69402981,102433.136,96250.29036,93043.47737,92505.3311,96784.42694,101303.2758,101490.2439,103567.0353,99915.7695,98569.19252,104640.2807,103519.0537,96736.92556,97761.53732,98236.07759,92443.55639,88502.51225,79459.26304,69814.63137,59017.26106,54911.24407,56152.06467,57445.95475,60005.69536,62573.50531,65577.51224,66881.32974,67667.50846,67195.09523,68590.90094,63016.40122,62573.59181,2,0.961,0.958,0.957,0.956,0.959,0.962,0.96,0.962,0.96,0.959,0.961,0.963,0.962,0.964,0.965,0.962,0.954,0.944,0.933,0.917,0.921,0.919,0.919,0.92,0.921,0.922,0.921,0.945,0.948,0.955,0.952,0.953,0.697888438,0.707015372,0.709349796,0.714591767,0.723295055,0.73179113,0.73627111,0.743683891,0.748234562,0.755347364,0.765155638,0.770675877,0.773477242,0.783198241,0.787539645,0.788241625,0.788752915,0.786592803,0.783673093,0.776213749,0.782611592,0.788355311,0.794920586,0.802858498,0.810474339,0.817717618,0.822699191,0.858680897,0.870227528,0.880978723,0.877874432,0.87713227,74.9219,75.0396,74.9904,75.5239,75.5946,75.6335,75.3433,75.5336,75.6761,76.1929,76.6172,76.9981,77.3505,78.5208,78.7843,79.0331,79.289,79.5205,79.7499,79.9821,80.2033,80.4149,80.6232,80.8277,81.0232,81.2116,81.3957,81.6256,81.7902,81.9075,81.1121,80.9371,10.96512985,11.37586975,11.23604965,11.20495033,11.32028509,11.43561985,11.55095461,11.66628937,11.78162413,11.89695889,12.01229365,12.12762841,12.24296317,12.35829793,12.47363269,12.58896745,12.70430221,12.81963697,12.93497173,13.05030649,13.16564125,13.28097601,13.39631076,13.51164552,13.62698028,13.74231504,13.8576498,14.4739399,15.16116651,15.84839312,16.53561974,16.53561974,5.89831638,6.237418193,6.576520006,6.748455442,7.059659728,7.370864013,7.622698828,7.874533642,8.126368457,8.378203271,8.630038086,8.771264317,8.912490549,9.05371678,9.194943011,9.336169243,9.362230756,9.388292269,9.414353782,9.440415296,9.466476809,9.492538322,9.518599835,9.544661349,9.570722862,9.596784375,9.622845888,11.73814011,12.28793049,12.52534008,12.52534008,12.52534008,26161.87837,25084.39538,24640.56027,25031.81252,26457.35772,27968.02713,28511.06478,29579.40202,28921.22925,28840.59227,30880.0775,31218.57675,29812.7845,30504.40126,30452.36819,28159.846,26814.92804,24215.90523,21577.28564,17588.77463,18997.11575,20273.43083,22011.36876,24600.50376,27359.22761,30235.52797,31893.3341,33303.32583,31652.23398,32180.7137,28847.0256,28921.14482,0.726520359,0.738164161,0.741195465,0.747195407,0.753912472,0.7607058,0.76708516,0.773299025,0.779251446,0.787516355,0.796563147,0.800097408,0.80372232,0.812596494,0.81607923,0.819535274,0.826622586,0.833465462,0.840309209,0.846817412,0.849896298,0.857468966,0.865186461,0.873143431,0.880434394,0.886984445,0.892931509,0.908466631,0.917537308,0.922682368,0.921901043,0.920631429,70.2619,70.6984,70.8309,70.9381,71.0269,71.1524,71.3646,71.5553,71.7043,72.3478,73.1658,73.3879,73.6314,74.9841,75.202,75.4166,75.6388,75.8253,76.0273,76.2334,76.4587,76.6655,76.9312,77.0842,77.3314,77.5634,77.6844,77.8706,78.028,78.1751,77.4638,77.2164,10.16147041,10.50247955,10.33331013,10.39046955,10.51290218,10.6353348,10.75776743,10.88020005,11.00263268,11.12506531,11.24749793,11.36993056,11.49236318,11.61479581,11.73722844,11.85966106,11.98209369,12.10452631,12.22695894,12.34939156,12.47182419,12.59425682,12.71668944,12.83912207,12.96155469,13.08398732,13.20641994,14.2142601,14.64673011,14.92828019,15.20983028,15.20983028,5.704969792,5.991240677,6.277511563,6.563782448,6.850053334,7.13632422,7.375564888,7.614805557,7.854046226,8.093286894,8.332527563,8.395916116,8.45930467,8.522693223,8.586081776,8.649470329,8.959736109,9.270001888,9.580267668,9.890533447,10.20079923,10.51106501,10.82133079,11.13159657,11.44186234,11.75212812,12.0623939,12.37265968,12.68006992,12.80508041,12.80508041,12.80508041,140146.366,131254.1733,126522.7633,125375.3892,13088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+ARG,Argentina,Very High,LAC,47,0.723,0.73,0.735,0.739,0.744,0.745,0.751,0.756,0.762,0.773,0.779,0.784,0.785,0.793,0.798,0.802,0.814,0.817,0.825,0.827,0.834,0.841,0.843,0.845,0.846,0.848,0.847,0.851,0.85,0.852,0.84,0.842,71.7837,72.319,72.4295,72.5646,73.1725,73.1333,73.3066,73.0899,73.4737,73.7219,73.926,74.1864,74.408,74.0801,74.8549,75.1388,75.4326,75.0057,75.6411,75.9359,75.7208,76.124,76.4669,76.4908,76.7549,76.7602,76.3077,76.833,76.9994,77.2845,75.8921,75.3899,13.28104085,13.23573971,13.19059308,13.14544646,13.10029984,13.30911493,13.51793003,13.72674513,13.93556023,14.99421978,15.53582954,16.16996002,16.27959061,16.17555046,16.22596931,15.96780968,16.15229034,16.17280006,16.34155083,16.67384911,16.96805,17.17383003,17.10737038,17.09185028,17.27013969,17.40954971,17.66885948,17.6541996,17.65617943,17.8748703,17.8748703,17.8748703,8.126089428,8.192950249,8.260361195,8.327772141,8.395183086,8.462594032,8.530004978,8.597415924,8.66482687,8.732237816,8.799648762,8.867059708,9.391139984,9.915220261,10.00709343,10.0989666,10.19083977,10.29859972,10.40635967,10.54321003,10.59963989,10.69979,10.78507042,10.89459991,10.90851021,10.91755009,10.92819023,11.01644516,11.10470009,11.14726927,11.14726927,11.14726927,13597.68636,14803.99888,15940.72602,17132.68448,17874.84399,17091.77126,17782.84547,18984.60422,19427.08332,18535.78094,18180.44981,17153.2977,14727.85071,16057.21074,16058.54354,17271.06449,20131.40256,21872.98639,22558.47112,20884.44997,22734.96712,23944.3551,23557.51314,23915.41972,23087.86964,23508.76738,22694.2851,22996.67142,21924.73119,21197.74104,19178.33184,20925.26814,1,0.982,0.98,0.975,0.972,0.961,0.963,0.965,0.97,0.97,0.99,0.989,0.99,0.989,0.987,0.988,0.99,0.994,0.997,0.995,0.994,0.995,0.991,0.998,0.997,0.995,1,0.996,0.993,1,1,0.999,0.997,0.712794358,0.719238496,0.72223409,0.725652109,0.72673716,0.728296383,0.734718333,0.742008559,0.747873427,0.766101569,0.77184055,0.777137175,0.776904866,0.784025246,0.789626974,0.794228401,0.807992133,0.81284778,0.819319117,0.821190641,0.828709336,0.833035901,0.837616242,0.838914911,0.838298397,0.842831978,0.838451952,0.840403555,0.843561297,0.844341605,0.831992596,0.833324995,74.9633,75.635,75.719,75.9403,76.0488,76.2432,76.4179,76.4642,76.7581,76.9892,77.2233,77.5896,78.0747,77.2757,78.103,78.5273,78.7156,78.5153,78.9268,79.0703,78.8378,79.3224,79.9531,79.9265,80.0035,80.1877,79.67,80.085,80.3295,80.6807,79.2846,78.6471,14.24258004,13.94609639,13.64648114,13.34336773,13.03669771,13.23433508,13.42829597,13.61851894,13.80494151,15.6862402,16.17443085,16.82045937,16.96915054,16.93465996,16.92638016,16.73185921,17.05854034,17.11263084,17.3306694,17.66184044,17.92071915,18.2639904,18.18490982,18.20256996,18.43400955,18.60601997,18.88973999,18.90872955,18.93041039,19.23380089,19.23380089,19.23380089,8.005130755,8.092670441,8.181167412,8.269664383,8.358161354,8.446658325,8.535155296,8.623652267,8.712149239,8.80064621,8.889143181,8.977640152,9.492625237,10.00761032,10.09709676,10.1865832,10.27606964,10.38473463,10.49339962,10.6630497,10.68136024,10.77540016,10.94651031,11.00965023,11.07514,11.08460999,11.06379032,11.17962503,11.29545975,11.35364528,11.35364528,11.35364528,8857.443343,9801.581445,10707.61901,11680.79526,12318.71793,11726.92519,12321.68575,13337.18773,13739.29398,13034.77816,12765.79657,11945.28635,10037.04063,11093.72308,11249.11731,11956.73243,14059.87412,15172.89743,15540.64054,14530.52587,16255.57468,16324.09584,16224.2383,16447.35752,15948.0214,17009.02444,16509.70401,16119.69903,16334.35847,15884.8379,14374.39462,15580.71571,0.725844512,0.734131824,0.740702347,0.746847751,0.756339292,0.756198604,0.761575849,0.765200708,0.77126364,0.773489493,0.780180752,0.785177147,0.785427268,0.794360363,0.799561989,0.802180642,0.812784507,0.815248386,0.823356886,0.82589025,0.832809274,0.840203081,0.839031918,0.841565097,0.842550658,0.842682753,0.841695176,0.84667155,0.843566289,0.844422433,0.832783696,0.835521148,68.5519,68.9574,69.0948,69.1604,70.1803,69.95,70.1231,69.705,70.1493,70.4067,70.5826,70.7492,70.7521,70.8303,71.5304,71.6917,72.0661,71.4871,72.2762,72.6937,72.5165,72.8411,72.9385,73.0113,73.424,73.2943,72.9326,73.5263,73.6309,73.8568,72.5465,72.1818,12.31950167,12.52538302,12.73470503,12.94752519,13.16390196,13.38389479,13.60756409,13.83497132,14.06617894,14.30125046,14.89653969,15.5078001,15.5801096,15.40810013,15.52023983,15.20071983,15.24674988,15.23612976,15.35791016,15.6926403,16.02111053,16.09178925,16.0489006,16.00248909,16.12708092,16.23975945,16.46863937,16.43111038,16.41449928,16.55146027,16.55146027,16.55146027,8.259140797,8.302909851,8.346910858,8.390911865,8.434912872,8.478913879,8.522914886,8.566915894,8.610916901,8.654917908,8.698918915,8.742919922,9.281219959,9.819519997,9.906956673,9.994393349,10.08183002,10.18976498,10.29769993,10.39671993,10.49977016,10.60984993,10.59395027,10.75255966,10.71323967,10.71998978,10.76696968,10.82360506,10.88024044,10.90602315,10.90602315,10.90602315,18488.61177,19962.77508,21335.25616,22751.06233,23597.61328,22613.91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63,15621.39234,15886.71625,16254.2814,16208.9782,17343.38953,18326.03441,19213.93945,17572.06665,18557.94799,0.673,0.678,0.684,0.689,0.694,0.697,0.689,0.694,0.697,0.704,0.686,0.688,9.638623667,9.48634286,9.33643829,9.194577329,9.060822281,8.935868375,9.622444595,9.502875453,9.396357343,9.28958349,9.213209913,9.136398122,9.785522788,9.6,9.40397351,9.342105263,9.162303665,9.007832898,9.934640523,9.635416667,9.597924773,9.511568123,9.379128137,9.354413702,10.976511,10.51966858,10.06995487,9.644371986,9.243106842,8.868245125,8.494013786,8.135306358,7.815752029,7.49543047,7.266309738,7.035874367,3.685,3.685,3.685,3.685,3.685,3.685,2.93495,2.93495,2.93495,2.93495,2.93495,2.93495,14.25436,14.25436,14.25436,14.25436,14.25436,14.25436,17.43837,17.43837,17.43837,17.43837,17.43837,17.43837,53,0.47,0.468,0.487,0.491,0.481,0.469,0.463,0.446,0.438,0.462,0.453,0.444,0.439,0.408,0.394,0.386,0.376,0.331,0.348,0.341,0.346,0.342,0.327,0.305,0.313,0.309,0.306,0.261,0.26,0.239,0.239,0.216,52,47,56,60,54,54,55,50,50,43,43,42,39,38,36,35,36,32,36,32,32,30,30,26,27,28,26,26,26,26,26,26,73.201,78.736,86.553,85.981,82.148,69.251,62.587,54.18,48.124,41.327,36.644,32.841,32.756,31.669,31.569,29.062,24.607,24.544,25.22,28.266,29.07,28.694,29.083,25.412,27.222,24.66,24.621,21.379,19.533,19.041,18.571,18.511,44.833,44.864,44.904,44.952,45.003,45.053,45.087,45.117,45.141,45.158,45.169,45.162,45.151,45.139,45.132,45.13,45.134,45.145,44.839,45.55,46.934,49.462,49.837,50.207,49.539,48.778,47.034,46.891,43.112,44.757,41.961,42.663,62.743,62.786,62.842,62.909,62.98,63.051,63.099,63.141,63.175,63.198,63.213,63.204,63.188,63.172,63.161,63.159,63.164,63.18,62.899,63.56,67.615,67.583,67.734,67.879,67.158,66.578,66.175,65.681,65.243,65.303,62.425,63.004,33,,0.631,0.602,0.609,0.606,0.613,0.619,0.626,0.637,0.64,0.645,0.648,0.653,0.661,0.667,0.68,0.688,0.698,0.696,0.702,0.716,0.717,0.722,0.728,0.73,0.732,0.727,0.731,0.738,0.746,0.725,0.727,,2.773497689,2.588996764,1.136363636,2.258064516,2.232854864,2.056962025,2.340093604,2.599388379,2.587519026,2.567975831,2.702702703,3.402366864,3.644314869,3.890489914,3.818953324,4.576976422,5.420054201,6.199460916,5.263157895,4.021447721,4.4,4.370860927,4.210526316,4.45026178,4.438642298,4.967320261,4.817708333,4.280155642,4.11311054,4.227212682,4.216073781,2.533031897,2.079247804,1.702936868,0.765660811,0.826301814,1.067090038,0.819197903,1.043443068,1.092808636,0.987205659,1.137415376,1.15800146,1.014114143,1.145022486,1.230104775,1.467898402,1.487878033,1.739128656,1.917308257,1.510789822,1.478007826,1.727388965,1.993007502,1.910209457,1.924214628,1.869492708,1.772052655,1.880133429,1.973679976,1.869270735,1.987788379,1.987788379,,2.61,2.81,1.34,3.62,3.09,3.3,3.31,3.86,3.92,3.86,4.13,5.69,6.18,6.58,6.02,7.52,9.04,10.35,8.95,6.45,6.71,6.27,6.15,6.44,6.5,7.79,7.35,6.01,5.95,5.95,5.95 +ATG,Antigua and Barbuda,High,LAC,71,,,,,,,,,,,,,,,,,,0.802,0.801,0.795,0.79,0.783,0.787,0.787,0.789,0.791,0.794,0.795,0.798,0.8,0.788,0.788,73.4922,73.4354,73.4168,73.4819,73.5912,73.6363,73.8291,73.9603,74.0413,74.3467,74.6058,75.0781,75.5357,75.4778,75.6721,75.8254,75.7647,76.1311,76.4103,76.6694,76.8195,77.1038,77.3502,77.5834,77.8577,77.9127,78.1516,78.2683,78.5112,78.6912,78.8406,78.4968,,,,,,,,,,,,,,,,,,15.36161995,15.19822979,15.03483963,14.98256016,14.69311047,14.85750008,14.75945549,14.66205789,14.56530302,14.46918664,14.37370453,14.27885251,14.18462641,14.18462641,14.18462641,,,,,,,,,,,7.026353,8.911,8.962747824,9.014495648,9.066243472,9.117991296,9.169739121,9.221486945,9.273234769,9.324982593,9.2361755,8.99,9.03495,9.08012475,9.125525374,9.171153001,9.217008766,9.263093809,9.293740746,9.293740746,9.293740746,9.293740746,13560.30944,14154.41386,14185.23142,14895.35744,15516.76116,14501.13254,15209.58976,15843.65803,16310.15498,16557.38996,16065.83719,15678.54545,15586.60406,16396.23817,16972.51905,18213.73908,20253.5277,21792.18713,21504.71644,18698.75383,17233.05965,16539.63424,16745.79664,16722.97555,17119.31079,17679.66135,18421.76805,18775.95101,19857.12506,20600.95888,16265.29515,16792.36595,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,75.9699,75.8949,75.9413,75.8345,76.0631,76.2225,76.5423,76.7679,76.9636,77.2366,77.6203,78.1358,78.4335,78.0095,77.9639,78.3687,78.3494,78.7686,79.088,79.3047,79.434,79.7063,79.9614,80.2303,80.5354,80.3888,80.6451,80.7206,81.0003,81.1709,81.3155,80.9411,,,,,,,,,,,,,,,,,,16.02486038,15.68946028,15.35406017,15.25232983,14.80840969,15.65756989,15.59276321,15.52822477,15.46395345,15.39994815,15.33620777,15.27273122,15.20951739,15.20951739,15.20951739,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,70.8988,70.881,70.8083,71.0277,71.0287,70.9711,71.0468,71.087,71.0581,71.3684,71.5026,71.9121,72.4796,72.7418,73.1526,73.07,72.9719,73.2774,73.5093,73.7959,73.9589,74.244,74.4763,74.6708,74.9084,75.1483,75.3657,75.5196,75.7235,75.9093,76.0605,75.7753,,,,,,,,,,,,,,,,,,14.63903046,14.66203022,14.68502998,14.67098045,14.54601955,14.01368999,13.89336641,13.77407594,13.65580972,13.53855895,13.42231491,13.30706895,13.19281252,13.19281252,13.19281252,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.892321587,6.621734619,6.364239216,6.124629498,5.897801399,5.703820705,5.523726463,5.408444405,5.198716164,5.049022675,4.947394848,4.746305943,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,54,54,55,52,52,51,51,52,50,49,44,44,43,44,41,40,46,48,50,45,44,43,44,43,42,43,43,42,42,42,42,42,82.867,70.292,68.627,63.497,65.405,69.521,70.121,64.099,58.318,57.002,63.429,61.027,56.92,53.757,51.554,49.532,48.18,48.723,54.779,51.622,42.477,40.163,36.808,33.761,33.422,34.834,30.373,30.352,27.548,30.83,32.959,33.11,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.515864893,3.353638329,3.239440989,3.286559132,3.216772811,3.254696374,3.393897938,3.576927368,3.7028843,3.778155717,3.856030309,3.843703051,4.211763203,4.43556116,4.560844453,4.587614313,4.651770168,4.840168519,4.891272527,5.110783206,5.16131231,4.967227992,5.065867336,5.044582368,4.987575895,5.129854862,5.194071535,5.145138641,5.175207195,5.008031467,4.395122997,4.395122997,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +AUS,Australia,Very High,,5,0.865,0.867,0.869,0.873,0.873,0.882,0.884,0.887,0.891,0.894,0.896,0.9,0.902,0.906,0.908,0.911,0.914,0.915,0.919,0.921,0.923,0.926,0.93,0.929,0.931,0.933,0.935,0.937,0.941,0.941,0.947,0.951,77.0443,77.4831,77.4765,78.0098,77.8558,78.2619,78.3492,78.6317,79.0275,79.2855,79.6309,80.0165,80.0639,80.4549,80.7512,81.1126,81.2822,81.2603,81.4589,81.7661,82.055,82.1336,82.3456,82.6041,82.5677,82.6552,82.8707,83.0006,83.3871,83.11,84.3239,84.5265,17.5350793,17.50559003,17.47615035,17.44676018,17.41741943,18.93136978,19.49362946,20.30772972,20.46224033,20.61675093,20.77126153,20.92577214,21.08028274,21.23479335,21.38930395,21.54381455,21.69832516,21.85283576,22.00734637,22.16185697,22.31636757,22.47087818,22.62538878,22.77989939,22.93440999,23.08892059,22.74729919,21.95433044,20.5092392,21.57801056,21.05459023,21.05459023,11.22770758,11.249762,11.27181643,11.29387086,11.31592528,11.33797971,11.32795497,11.31793023,11.30790549,11.29788075,11.28785601,11.34399455,11.40013309,11.45627163,11.51241016,11.54751968,11.6446104,11.7118597,11.9376297,11.98707962,12.03444004,12.11583996,12.29574013,12.01885986,12.16699982,12.2456398,12.35210991,12.42234039,12.55362034,12.65668964,12.72681999,12.72681999,29069.15488,28846.41579,30007.87767,30994.67247,31444.1912,32280.32494,33260.0375,34482.04196,35853.05196,36955.25519,37296.64145,38413.32271,39098.35275,40207.44158,40599.52063,41039.08996,41648.29006,42531.66846,42767.77538,42644.38741,42840.45928,44205.31566,44878.41764,45260.60917,45851.64201,46307.57617,46558.17827,47085.22714,47487.64407,47312.192,47078.24446,49238.43335,2,0.961,0.961,0.97,0.969,0.97,0.97,0.965,0.964,0.966,0.966,0.966,0.966,0.966,0.967,0.967,0.967,0.968,0.969,0.97,0.97,0.962,0.964,0.96,0.961,0.972,0.963,0.974,0.966,0.976,0.969,0.966,0.968,0.845606964,0.847199315,0.854097967,0.857947804,0.858714924,0.867563821,0.866208021,0.86887364,0.873414587,0.87612732,0.878357832,0.882620519,0.884064216,0.888600704,0.890973654,0.894113503,0.897234308,0.899141403,0.903496528,0.905779486,0.902950019,0.907054658,0.908605935,0.907494574,0.916619673,0.912894237,0.922274895,0.918884208,0.928982452,0.924557207,0.928481823,0.93167223,80.1471,80.4915,80.4861,80.9909,80.822,81.1308,81.2554,81.3858,81.8602,82.0478,82.277,82.6069,82.5397,82.9192,83.1796,83.4903,83.5932,83.5532,83.7216,84.0268,84.2336,84.2919,84.3471,84.6751,84.5438,84.6734,84.9119,84.9855,85.3889,85.0961,85.7192,85.8396,17.45982351,17.4418773,17.42394953,17.40604019,17.38814926,18.93564034,19.53342056,20.60181046,20.76194212,20.92207379,21.08220545,21.24233712,21.40246879,21.56260045,21.72273212,21.88286379,22.04299545,22.20312712,22.36325879,22.52339045,22.68352212,22.84365378,23.00378545,23.16391712,23.32404878,23.48418045,23.14685059,22.43083,21.08593941,22.1906395,21.81757927,21.81757927,10.9837358,11.00363387,11.02353195,11.04343002,11.06332809,11.08322616,11.08720578,11.09118539,11.09516501,11.09914462,11.10312423,11.16679806,11.2304719,11.29414573,11.35781956,11.4115696,11.55757999,11.6340704,11.90552044,11.96805954,12.04115963,12.15478039,12.31254959,12.04195976,12.13216019,12.2350502,12.35840988,12.45786953,12.61787033,12.70242977,12.81058979,12.81058979,20091.93542,20038.09596,22819.63351,23401.93853,24100.57476,24766.27885,23836.34453,24750.03524,25793.01089,26668.78961,27216.67315,28243.49573,28822.80238,29929.32401,30148.91102,30742.43828,31321.82007,32079.16837,32377.19289,32428.96056,29678.43426,31150.89674,30873.38977,31050.1627,36717.79582,33029.07717,37649.17006,34295.22524,38712.90201,35905.34159,35675.06292,37485.5883,0.879499213,0.881549752,0.880855192,0.885384154,0.884928802,0.894112918,0.897640697,0.901223694,0.904415386,0.907179044,0.909304914,0.913308115,0.915438089,0.919111478,0.921831734,0.924356174,0.926685456,0.928357247,0.931745494,0.93342714,0.938381917,0.940586804,0.946121816,0.944315227,0.943098542,0.948054042,0.946490186,0.951697062,0.951575852,0.953887077,0.96085886,0.962956483,73.9777,74.4901,74.493,75.0372,74.9169,75.3908,75.453,75.8658,76.1812,76.5033,76.9497,77.3882,77.5465,77.9503,78.2742,78.6839,78.9215,78.9368,79.1711,79.4796,79.8449,79.9562,80.314,80.5117,80.5691,80.6278,80.8266,81.0054,81.3761,81.1238,82.8895,83.1718,17.60438984,17.56450951,17.52471953,17.48501968,17.44540977,18.92464066,19.45368958,20.02605057,20.17459329,20.32313601,20.47167873,20.62022146,20.76876418,20.9173069,21.06584962,21.21439234,21.36293507,21.51147779,21.66002051,21.80856323,21.95710595,22.10564868,22.2541914,22.40273412,22.55127684,22.69981956,22.35202026,21.48273087,19.94162941,20.97083092,20.30187988,20.30187988,11.49628253,11.52057045,11.54485837,11.56914629,11.59343421,11.61772214,11.59141022,11.56509831,11.53878639,11.51247448,11.48616256,11.53271441,11.57926626,11.62581811,11.67236996,11.6888504,11.73491955,11.79203987,11.97099972,12.00765991,12.02888966,12.07631016,12.27933979,11.99536991,12.20263004,12.2564497,12.34566021,12.38570023,12.48748016,12.60929966,12.63971043,12.63971043,38093.89028,37710.53538,37249.35291,38650.62769,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+AUT,Austria,Very 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+BHR,Bahrain,Very 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157,61828.30158,66567.65197,66889.40948,64245.8852,61620.96864,62802.43405,64613.46203,63223.7397,60936.14182,60610.43306,59225.31871,58480.31919,56482.54563,55197.65052,52425.36362,54324.19283,53516.64334,50121.74592,57128.01459,59076.4027,60401.21132,60712.47354,60329.84188,59958.34708,58535.43267,56857.21548,52518.74701,53359.49671,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.676873684,5.584329128,5.387442589,5.285290241,5.210981369,5.145365715,5.073634148,5.003754139,4.872650623,4.766443729,4.602693558,4.50674057,22.1544907,22.1544907,22.1544907,22.1544907,22.1544907,22.1544907,17.439716,15.87218065,12.56789221,12.56789221,12.56789221,12.56789221,,,,,,,,,,,,,46,,,,,,,,,,,,,,0.346,0.355,0.34,0.301,0.261,0.263,0.268,0.252,0.227,0.241,0.242,0.23,0.238,0.236,0.228,0.2,0.186,0.185,0.181,21,29,19,21,18,19,22,22,21,20,27,19,25,21,21,19,24,16,18,19,18,15,18,17,15,15,15,14,14,14,14,14,23.845,21.714,21.453,20.92,20.543,20.576,19.764,18.013,18.012,14.928,13.276,13.127,13.508,16.878,20.395,19.42,16.944,15.502,15.01,16.258,15.732,15.734,15.827,16.892,15.061,14.492,14.009,13.239,11.627,9.676,9.185,8.676,29.645,29.292,29.708,30.382,31.069,31.685,32.454,33.149,33.776,34.444,35.111,35.406,36.282,37.15,38.019,38.896,39.756,40.642,41.573,42.567,43.623,42.504,42.809,43.121,43.386,43.575,43.666,43.791,44.097,44.39,42.055,42.361,88.868,88.387,88.923,88.549,88.212,87.959,87.847,87.628,87.398,87.011,86.626,85.708,85.872,85.994,86.099,86.203,86.256,86.35,86.528,86.819,87.216,86.347,86.592,86.846,87.005,87.009,86.72,86.336,86.048,85.837,83.235,83.531,-51,0.507,0.502,0.515,0.503,0.499,0.496,0.496,0.486,0.472,0.507,0.529,0.597,0.577,0.58,0.577,0.559,0.577,0.548,0.548,0.584,0.591,0.597,0.598,0.581,0.59,0.622,0.634,0.614,0.645,0.65,0.649,0.647,31.67115903,32.43606999,31.24165554,33.90275953,34.68586387,35.75129534,36.24678663,37.69230769,39.87261146,35.74144487,33.70927318,25.74626866,28.23383085,28.03970223,28.23383085,30.3860523,28.23383085,32.09417596,32.17821782,27.54342432,26.85643564,26.20519159,26.80538556,29.49029126,28.91566265,27.50582751,26.70520231,29.34407365,26.62116041,26.30385488,25.9977195,26.05714286,25.01517348,23.25918079,20.78740398,27.24417672,26.84671833,26.23129092,26.94127528,29.06034481,29.92732606,28.26008065,28.27834628,20.18192375,21.58482805,21.53502982,21.55043599,22.27271909,20.2637054,25.84285065,26.62857368,23.70995615,23.43165224,22.2724858,20.78466457,23.57326232,23.06577101,23.66882409,22.00377054,21.81361591,20.77771392,20.98445501,20.54572969,20.54572969,28.94,33.23,34.55,30.24,32.55,35.74,35.86,35.64,38.76,32.54,28.19,23.82,26.8,26.51,27.06,30.56,28.99,28.55,27.51,22.2,21.03,21.45,25.06,26.46,26.03,21.98,22.92,28.98,24.62,23.83,23.83,23.83 +BHS,Bahamas,Very High,LAC,55,,,,,,0.781,0.787,0.784,0.785,0.794,0.799,0.801,0.804,0.805,0.807,0.811,0.813,0.812,0.812,0.81,0.812,0.812,0.815,0.816,0.82,0.82,0.823,0.825,0.827,0.816,0.815,0.812,70.1331,69.6157,70.6679,70.6559,70.8507,70.7628,70.7101,71.0541,71.4558,71.7709,72.0411,72.1101,72.2316,72.402,72.478,72.7654,72.855,72.6785,72.6671,72.5794,72.7314,72.5638,72.7528,73.0237,73.3658,73.104,73.5368,73.6317,73.8057,71.205,72.6766,71.5983,,,,,,11.72089958,11.78610417,11.85726833,11.9284325,11.99959667,12.07076083,12.141925,12.21308917,12.28425333,12.3554175,12.42658167,12.49774583,12.3839979,12.3489141,12.40812859,12.46734308,12.52655756,12.58577205,12.64498654,12.70420103,12.76341551,12.82263,12.82263,12.82263,12.89945,12.89945,12.89945,10.01280022,10.11538124,10.21796227,10.32054329,10.42312431,10.52570534,10.62828636,10.73086739,10.83344841,10.93602943,11.03861046,11.1210104,11.20341034,11.28581028,11.36821022,11.45061016,11.5330101,11.61541004,11.69780998,11.78020992,11.86260986,11.94677192,12.03153108,12.11689158,12.20285769,12.28943371,12.37662396,12.46443281,12.55286464,12.64192386,12.64192386,12.64192386,36393.867,34188.60611,33169.54419,32220.53644,32643.14922,38786.12237,42678.66489,36785.57838,34590.18534,38865.67228,39901.26785,40073.99923,40554.62262,39519.27671,39247.84764,39692.55098,39840.39471,39614.97103,38684.88747,36134.3892,35920.83007,35756.02322,36161.31277,34438.39196,34482.273,34554.60314,34055.54939,34332.57146,34103.97568,34676.98987,29190.8387,30486.18429,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,73.3835,73.5924,73.8588,73.9,74.0251,74.0385,73.9892,74.4243,74.6713,74.9042,75.1867,75.3706,75.483,75.6661,75.7048,76.0275,76.1761,75.8696,75.9615,76.0709,76.1489,75.7623,75.9225,76.2946,76.639,76.3718,76.9382,77.1704,77.3203,73.83,76.2696,75.0957,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.05288982,10.17176981,10.2906498,10.40952978,10.52840977,10.64728975,10.76616974,10.88504972,11.00392971,11.1228097,11.24168968,11.31890774,11.39612579,11.47334385,11.5505619,11.62777996,11.70499802,11.78221607,11.85943413,11.93665218,12.01387024,12.09261327,12.17187241,12.25165104,12.33195257,12.41278042,12.49413805,12.57602892,12.65845653,12.7414244,12.7414244,12.7414244,27828.94821,26205.90664,25472.18938,24805.02669,25207.48029,31288.05104,33801.5586,29891.7277,27853.99478,31045.37804,32126.24973,32473.15714,33069.4706,32197.72352,31941.07556,32268.41229,32376.84003,32175.70621,31393.08988,29294.4961,30604.3679,30867.67366,30169.60297,29468.85899,29526.80242,29596.54583,29175.59679,29386.03134,29182.9188,29676.70306,24628.81107,25896.98418,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,66.8448,65.7659,67.4213,67.3714,67.6255,67.459,67.4087,67.667,68.1902,68.5707,68.8259,68.7944,68.9221,69.0778,69.1833,69.4344,69.4726,69.4174,69.3194,69.0679,69.2777,69.3008,69.5089,69.6838,70.0135,69.7601,70.0665,70.0396,70.2253,68.4451,69.1018,68.1206,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.96601963,10.04782763,10.12963562,10.21144361,10.29325161,10.3750596,10.4568676,10.53867559,10.62048359,10.70229158,10.78409958,10.87492561,10.96575165,11.05657768,11.14740372,11.23822975,11.32905579,11.41988182,11.51070786,11.60153389,11.69235992,11.78536483,11.87910953,11.97359991,12.0688419,12.16484147,12.26160465,12.35913752,12.4574462,12.55653686,12.55653686,12.55653686,45251.65414,42440.38303,41136.80667,39903.92484,40356.00335,46572.79104,51909.12503,43963.45362,41613.16525,47028.74366,48031.42091,48038.34671,48411.98926,47219.90089,46948.35975,47531.4823,47736.85625,47504.87505,46438.88943,43425.34422,41602.56099,40993.85254,42593.91777,39783.32717,39821.67386,39906.18561,39332.98468,39693.40056,39448.90972,40118.21012,34162.36897,35495.42524,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.84082222,10.6699028,10.51113892,10.32153034,10.14827633,10.47163582,9.816437721,9.6415205,9.448785782,14.03040218,8.86548233,8.739097595,6.917101819,6.917101819,6.917101819,6.917101819,6.917101819,6.917101819,6.917101819,6.917101819,6.917101819,6.917101819,6.917101819,6.917101819,,,,,,,,,,,,,78,0.404,0.407,0.418,0.418,0.411,0.404,0.401,0.396,0.392,0.385,0.383,0.384,0.382,0.381,0.361,0.361,0.349,0.356,0.359,0.375,0.369,0.362,0.372,0.355,0.365,0.356,0.349,0.326,0.325,0.324,0.325,0.329,68,69,71,72,72,72,72,72,73,74,75,76,78,79,78,77,78,77,77,78,78,78,78,78,77,74,72,70,70,70,70,70,65.267,67.021,76.276,75.772,69.088,67.363,63.053,60.951,55.841,49.427,47.804,47.952,46.222,44.582,43.987,44.139,37.177,39.172,40.785,38.38,35.993,33.855,34.694,28.784,33.017,30.622,28.642,26.67,26.371,26.022,25.84,25.686,64.441,65.05,65.655,66.258,66.86,69.511,68.07,70.581,70.731,70.924,71.02,71.115,71.715,71.38,71.043,70.63,70.216,69.8,69.379,68.955,69.387,69.843,69.729,69.685,69.789,69.86,69.916,69.899,69.973,70.062,63.232,65.627,79.047,79.545,80.036,80.521,81.002,78.512,79.648,79.491,81.355,83.128,82.434,81.718,81.49,81.107,80.716,80.235,79.748,79.253,78.749,78.235,76.767,75.262,79.683,75.974,75.846,75.746,75.652,75.612,75.564,75.517,69.839,71.486,-43,,,,,,0.6,0.615,0.6,0.605,0.587,0.576,0.576,0.568,0.564,0.577,0.576,0.589,0.573,0.595,0.608,0.623,0.616,0.607,0.612,0.595,0.597,0.597,0.597,0.635,0.632,0.636,0.634,,,,,,23.17541613,21.85514612,23.46938776,22.92993631,26.07052897,27.90988736,28.08988764,29.35323383,29.9378882,28.50061958,28.97657213,27.55227552,29.43349754,26.72413793,24.9382716,23.27586207,24.13793103,25.52147239,25,27.43902439,27.19512195,27.46051033,27.63636364,23.21644498,22.54901961,21.96319018,21.92118227,7.893514634,7.650723349,7.024046251,6.434155141,6.415536205,6.564614682,6.386762355,5.59754731,6.846595113,6.915208357,6.798165415,6.429227607,6.621595268,6.61133271,6.422823885,5.865006049,5.600650086,5.549380685,5.575810126,5.575451082,5.357495027,5.879391954,6.358915684,7.36445615,6.554192422,5.708353153,5.235361046,5.489908449,7.002440119,6.772585126,5.944655227,5.944655227,43.37,47.25,48.34,46.56,43.74,39.64,36.84,41.61,38.6,45.15,49.24,50.27,52.67,54,51.32,52.96,50.53,54.6,48.72,44.74,41.52,42.66,44.96,42.29,48.66,49.49,50.82,50.72,38.91,37.8,37.8,37.8 +BIH,Bosnia and Herzegovina,High,ECA,74,,,,,,,,,,,0.667,0.672,0.675,0.683,0.69,0.691,0.699,0.707,0.718,0.721,0.725,0.732,0.745,0.751,0.756,0.761,0.77,0.772,0.776,0.783,0.781,0.78,72.3487,72.0887,51.7847,51.5189,67.2094,70.2839,73.4305,73.6865,73.9007,75.0764,74.4957,75.06,74.6115,75.7822,76.1329,75.42,76.2468,76.1609,76.8378,76.9764,77.0729,77.0069,77.1914,76.3304,75.6586,76.1819,76.8083,76.9349,77.0926,77.2412,76.2254,75.3003,,,,,,,,,,,11.64,11.852,12.064,12.276,12.488,12.7,12.9,13.1,13.3,13.3,13.4,13.86986,14.17568,14.09806667,14.02045333,13.94284,13.86522667,13.78761333,13.78761333,13.8,13.8,13.8,,,,,,,,,,,6.175492432,6.184580359,6.193668286,6.202756212,6.211844139,6.220932066,6.230019992,6.450317462,6.670614931,6.8909124,7.111209869,7.238110065,7.890076637,8.542043209,9.194009781,9.291910172,9.692919731,9.752649784,9.812379837,10.17434978,10.53631973,10.53631973,,,,,,2206.329772,3659.219725,5134.227243,7641.901557,8062.069255,8294.651049,8400.514285,8712.116745,8953.121081,9409.580826,9715.09198,10148.07381,10747.7794,11436.10705,11165.23084,11116.65297,11267.26683,11345.89492,11878.91698,12166.00844,12719.39655,13215.3302,13638.41935,14303.17629,14849.1165,14381.63676,15241.91465,3,,,,,,,,,,,,,,,,0.916,0.917,0.928,0.932,0.932,0.935,0.933,0.921,0.917,0.917,0.92,0.921,0.922,0.922,0.933,0.939,0.94,,,,,,,,,,,,,,,,0.656630658,0.664559447,0.677908857,0.690309379,0.692772453,0.698421172,0.70478316,0.712240194,0.716155511,0.72139463,0.727372605,0.735735354,0.737738857,0.741122847,0.753868539,0.754739951,0.753943386,75.3996,75.3136,64.2545,64.3828,75.2225,74.3311,76.2051,76.393,76.3856,77.8714,77.3108,77.9883,76.8301,78.5504,78.6922,78.3321,79.1406,78.9527,79.6067,79.7262,79.6524,79.3823,79.8673,78.6242,77.709,78.1116,78.7683,78.9581,79.0933,79.2198,78.4142,77.5302,,,,,,,,,,,,,,,,13.0614,13.2671,13.4728,13.6785,13.6785,13.7813,14.2646,14.0498,14.0221,13.9943,13.9665,13.9388,13.911,13.911,14.07886364,14.07886364,14.07886364,,,,,,,,,,,5.164326472,5.179873829,5.195421187,5.210968544,5.226515901,5.242063259,5.257610616,5.480157954,5.702705292,5.925252631,6.147799969,6.293360233,6.879833539,7.466306845,8.052780151,8.193730354,8.632769585,8.741159916,8.849550247,9.313869953,9.778189659,9.778189659,,,,,,1351.643847,2240.361176,3141.351619,4664.462583,4893.734921,5017.991077,5068.065878,5241.096539,5374.25359,5630.826984,5792.504489,6036.270003,7109.251305,7733.841505,7589.750178,7858.931765,7904.276296,7936.122475,8237.845551,8585.202384,9040.362572,9113.973079,9138.308635,9390.921235,10283.56875,10092.72818,10709.28492,,,,,,,,,,,,,,,,0.717032919,0.724964371,0.730511773,0.741042673,0.743333358,0.74712595,0.755069567,0.772983394,0.7806931,0.787055006,0.7903933,0.798799008,0.799871508,0.803648668,0.808072181,0.803545079,0.802005824,69.211,68.8211,43.4943,43.0124,60.3606,66.2561,70.4128,70.753,71.197,72.0389,71.484,71.9317,72.2101,72.8064,73.3569,72.3602,73.1739,73.201,73.8917,74.0666,74.3408,74.4924,74.4059,73.9454,73.5387,74.1798,74.7746,74.849,75.0339,75.2082,74.0399,73.1078,,,,,,,,,,,,,,,,12.3597,12.5544,12.749,12.9437,12.9437,13.041,13.4983,14.3262,14.1627,14.04660666,13.8359,13.6724,13.509,13.509,13.52113636,13.52113636,13.52113636,,,,,,,,,,,7.292815637,7.293827402,7.294839167,7.295850931,7.296862696,7.297874461,7.298886225,7.512772266,7.726658307,7.940544348,8.154430389,8.2645998,8.992439906,9.720280011,10.44812012,10.48048019,10.85383034,10.85286522,10.8519001,11.10226488,11.35262966,11.35262966,,,,,,3110.479395,5156.862037,7232.765561,10772.45677,11390.32908,11735.2538,11899.01192,12353.9959,12706.37132,13373.20108,13831.09425,14464.61159,14567.92953,15322.61839,14918.59777,14536.55915,14797.52041,14925.64538,15697.87448,15912.20024,16557.30628,17482.19659,18309.0974,19390.88284,19568.5622,18808.96493,19917.00615,,0.627,0.629,0.634,0.641,0.643,0.662,0.664,0.673,0.679,0.678,0.677,,14.08861618,15.19896014,15.1605606,14.88410693,15.23636483,13.83362804,13.81374155,13.05344918,13.02798003,12.98339274,12.97720744,,14.3442623,15.5704698,15.5792277,15.21164021,15.50591327,14.02597403,13.98963731,13.27319588,13.28224777,13.18822023,13.20512821,5.068748474,4.880657673,4.749058723,4.633860111,4.603337288,4.450703144,4.365575314,4.305915833,4.211072445,4.134665012,4.00090313,3.98234725,21.47852902,20.6874517,20.6874517,20.6874517,19.8886135,21.09802134,16.97493881,16.97493881,14.78890508,14.78890508,14.78890508,14.78890508,,16.69773918,20.16037,20.16037,20.16037,20.16037,20.16037,20.16037,20.16037,20.16037,20.16037,20.16037,38,,,,,,,,,,,,0.351,0.346,0.281,0.279,0.271,0.268,0.267,0.253,0.223,0.222,0.188,0.185,0.173,0.167,0.165,0.167,0.162,0.162,0.146,0.138,0.136,27,29,30,29,27,25,22,20,19,18,17,16,14,14,14,13,13,13,11,11,11,10,10,10,10,10,10,10,10,10,10,10,38.315,37.174,36.35,34.165,32.102,30.732,30.033,32.892,26.297,20.505,17.848,17.971,18.914,18.222,17.836,17.153,16.594,16.015,16.29,16.135,14.83,12.464,12.285,10.863,10.655,10.862,10.966,10.836,10.493,10.223,10.049,9.86,33.847,34.299,34.53,34.594,34.349,34.023,33.736,33.534,33.248,32.645,32.318,32.063,31.771,31.558,31.254,30.859,30.629,30.762,31.421,31.761,32.999,32.665,32.427,32.36,32.926,33.459,32.048,32.347,31.417,32.872,32.666,32.257,58.93,59.394,59.636,59.716,59.49,59.176,58.888,58.68,58.379,57.735,57.375,57.09,56.758,56.511,56.154,55.676,55.389,56.785,55.964,55.234,55.941,55.266,55.785,54.909,54.517,54.904,54.67,52.799,53.01,51.253,53.07,52.351,6,,,,,,,,,,,0.626,0.63,0.624,0.625,0.632,0.637,0.642,0.646,0.648,0.653,0.656,0.657,0.667,0.675,0.68,0.681,0.681,0.683,0.686,0.687,0.691,0.691,,,,,,,,,,,6.146926537,6.25,7.555555556,8.491947291,8.405797101,7.814761216,8.154506438,8.628005658,9.749303621,9.431345354,9.517241379,10.24590164,10.46979866,10.11984021,10.05291005,10.51248357,11.55844156,11.52849741,11.59793814,12.2605364,11.52368758,11.41025641,4.327217026,3.120234526,3.549799276,3.084283969,0.814170065,0.888471031,1.126201213,2.239197874,2.825294021,2.760438901,3.65277449,3.531555751,3.769923128,3.816438,4.107785093,4.261511139,4.617487964,4.643979222,5.316238492,5.497173668,5.706614434,6.490074908,6.139908992,6.1539443,5.546013116,5.383072823,6.418279013,6.51020058,6.641244914,7.527082702,6.528247977,6.528247977,,4.61,8.29,7.89,5.39,4.74,5.06,5.92,6.59,6.84,7.45,8.04,10.39,12.21,11.57,10.26,10.29,11.41,12.7,11.62,11.43,11.97,12.8,11.98,12.99,14.1,14.86,14.66,14.43,14.44,14.44,14.44 +BLR,Belarus,Very High,ECA,60,,,,,,0.679,0.686,0.692,0.697,0.701,0.712,0.716,0.721,0.73,0.742,0.75,0.762,0.773,0.783,0.785,0.79,0.797,0.806,0.808,0.812,0.812,0.813,0.817,0.818,0.817,0.807,0.808,69.9347,69.7159,69.3996,68.6412,69.2323,68.7966,68.9011,68.6524,68.6405,68.375,69.1801,68.864,68.4835,68.939,69.4064,69.4163,69.9876,70.7622,70.9218,71.0939,71.1219,71.5165,72.6137,72.9891,73.5849,73.9874,74.258,74.4519,74.5676,74.216,72.5132,72.438,12.98762035,12.82841015,12.56779957,12.5387001,12.49347019,12.56346989,12.90583038,12.96228027,12.89881039,13.15797338,13.41713638,13.67629938,13.93546238,14.19462538,14.45378838,14.71295137,14.97211437,15.23127737,15.49044037,15.57968044,15.59533978,15.72727013,15.84352016,15.72134018,15.62298012,15.56527996,15.58063984,15.58522987,15.40478992,15.23906994,15.16996956,15.16996956,,,,,,9.956694897,10.04010863,10.12422118,10.20903839,10.29456617,10.38081047,10.4677773,10.5554727,10.64390279,10.73307371,10.82299168,10.91366295,11.00509383,11.09729068,11.19025993,11.28559198,11.38092403,11.47625608,11.57158813,11.66692019,11.76225224,11.85758429,11.95291634,12.04824839,12.14358044,12.14358044,12.14358044,8894.805389,8784.014627,7923.32316,7305.005247,6434.308831,5787.360166,5979.614061,6672.30761,7264.557288,7558.437734,8028.452223,8453.031345,8938.620442,9665.460132,10839.19248,11924.92172,13185.10539,14317.12858,15829.20304,15795.33242,17009.02011,17880.6942,18187.94372,18128.3195,18522.02546,17544.19914,17070.03342,17666.60161,18282.24546,18702.53072,18307.70473,18848.96704,1,,,,,,1.008,1.009,1.011,1.012,1.013,1.012,1.012,1.016,1.017,1.018,1.021,1.02,1.019,1.021,1.021,1.027,1.028,1.022,1.018,1.017,1.014,1.013,1.01,1.008,1.012,1.013,1.011,,,,,,0.681431538,0.687996502,0.695045613,0.698095995,0.702894117,0.713156722,0.718260679,0.724579016,0.734898206,0.747076749,0.757090454,0.76858994,0.779769473,0.790317815,0.792810781,0.800612921,0.8080355,0.813752377,0.813860158,0.817724029,0.816183142,0.816473432,0.819359006,0.820093209,0.820965472,0.811503953,0.812031188,74.4719,74.5849,74.231,73.8675,75.1616,74.9668,75.0491,74.8551,74.8978,74.6081,75.2459,74.8461,74.6668,75.0809,75.4532,75.6008,76.0078,76.5562,76.77,76.8588,76.9517,77.4263,77.9778,78.0665,78.6116,78.8086,78.9943,79.1498,79.2822,79.375,77.8664,77.6972,13.21929422,13.07132556,12.81957502,12.80365495,12.77118136,12.85652528,13.22103491,13.29308792,12.97828007,13.28731813,13.5963562,13.90539427,14.21443233,14.5234704,14.83250847,15.14154654,15.4505846,15.75962267,16.06866074,16.17564964,16.18482018,16.31588936,16.41332054,16.26033974,16.12820053,16.04199028,16.00441933,15.92977047,15.66329002,15.41473961,15.3424902,15.3424902,,,,,,9.662980318,9.756690622,9.851309716,9.946846413,10.04330961,10.1407083,10.23905155,10.33834851,10.43860845,10.53984069,10.64205467,10.74525991,10.84946601,10.9546827,11.06091976,11.1702878,11.27965584,11.38902388,11.49839191,11.60775995,11.71712799,11.82649603,11.93586407,12.04523211,12.15460014,12.15460014,12.15460014,6955.18601,6871.062141,6210.657399,5736.066153,5064.785185,4563.67967,4703.698134,5223.649355,5665.621607,5880.692569,6245.137685,6580.263775,6965.263521,7540.169267,8466.875498,9327.459998,10327.13003,11230.78184,12435.36927,12424.54205,13893.90756,14613.42031,14873.17904,14837.72205,15174.34363,14387.40206,14012.17226,14432.54088,14784.40655,15194.30388,14782.75069,15158.32303,,,,,,0.675907133,0.682022772,0.687803628,0.689940789,0.694182749,0.70492819,0.709660379,0.713173108,0.722657013,0.734215059,0.741720572,0.753303798,0.765235734,0.77399634,0.776619469,0.779873619,0.78605104,0.796466292,0.79933961,0.80381193,0.804539041,0.806349136,0.811042594,0.813696409,0.811368814,0.801273133,0.802832,65.1449,64.6727,64.4364,63.4224,63.4345,62.8661,62.9878,62.7328,62.6972,62.4872,63.3569,63.1515,62.6814,63.1402,63.6481,63.5781,64.227,65.1082,65.2346,65.4678,65.4615,65.7724,67.1696,67.7499,68.3501,68.902,69.24,69.4701,69.5831,68.9429,67.3063,67.2978,12.75594649,12.58549474,12.31602411,12.27374525,12.21575902,12.2704145,12.59062586,12.63147262,12.30527973,12.56821775,12.83115578,13.0940938,13.35703182,13.61996984,13.88290787,14.14584589,14.40878391,14.67172194,14.93465996,15.00951004,15.03246021,15.1670599,15.30185032,15.20613003,15.1427002,15.11186028,15.17901993,15.25827026,15.15880966,15.07164001,15.00576019,15.00576019,,,,,,10.33331068,10.40302972,10.47321915,10.54388216,10.61502192,10.68664167,10.75874464,10.83133408,10.90441329,10.97798557,11.05205424,11.12662265,11.20169418,11.27727221,11.35336018,11.43100214,11.5086441,11.58628607,11.66392803,11.74157,11.81921196,11.89685392,11.97449589,12.05213785,12.12977982,12.12977982,12.12977982,11103.18213,10959.85155,9869.906083,9087.476406,7991.268266,7180.674482,7434.815677,8327.174566,9093.818583,9480.31721,10073.36044,10602.1627,11205.23608,12109.44627,13570.34278,14918.92401,16483.35594,17881.88208,19752.11624,19695.50347,20618.13024,21672.62855,22039.98031,21953.9787,22414.96323,21215.60714,20626.51631,21429.08939,22353.84045,22790.72832,22422.43248,23165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+BRN,Brunei,Very High,EAP,51,0.77,0.775,0.781,0.786,0.79,0.795,0.798,0.799,0.801,0.807,0.808,0.809,0.813,0.818,0.822,0.825,0.828,0.827,0.826,0.828,0.828,0.832,0.838,0.838,0.837,0.836,0.835,0.834,0.83,0.83,0.83,0.829,71.6563,71.8711,72.0808,72.3118,72.5529,72.8161,73.0996,73.364,73.6188,73.8628,74.0801,74.2764,74.4256,74.5605,74.6497,74.7309,74.7829,74.818,74.84,74.8457,74.8492,74.858,74.8274,74.7992,74.7788,74.7498,74.7332,74.722,74.7118,74.7483,74.7949,74.6424,11.82485347,12.03989128,12.25883961,12.48176956,12.60186005,12.67656755,12.75127506,12.82598257,12.90069008,13.21045017,13.18352985,13.11894035,13.22542953,13.52630997,13.89377975,14.09928989,14.14715958,14.03194046,13.96432018,14.11898994,14.07944012,14.34918022,14.91536999,14.93539047,14.87514973,14.62773037,14.59230995,14.46683025,14.3050499,14.06389046,13.95178032,13.95178032,7.51,7.62,7.73,7.84,7.95,8.06,8.106,8.152,8.198,8.244,8.29,8.328,8.366,8.404,8.442,8.48,8.538,8.596,8.654,8.712,8.77,8.82,8.87,8.92,8.97,9.02,9.06,9.1,9.14,9.18,9.18,9.18,71470.70351,71643.86864,72948.56166,71145.64019,71414.06748,72688.87079,72937.95042,70173.57333,68213.20878,68769.74397,69253.41325,69715.97775,71007.97255,71721.93127,70852.47614,70020.91017,72083.47726,71648.00123,69405.81476,67384.0493,67481.43261,67386.7062,67317.78769,66079.80508,64338.12601,66409.2109,65044.6337,64617.63812,60975.67907,63963.47538,65077.71446,64489.53954,1,0.938,0.943,0.949,0.953,0.955,0.96,0.962,0.963,0.964,0.967,0.968,0.967,0.968,0.969,0.968,0.967,0.969,0.97,0.971,0.97,0.974,0.975,0.98,0.983,0.987,0.986,0.986,0.987,0.982,0.984,0.984,0.984,0.735838179,0.742944248,0.751361353,0.758013501,0.763494473,0.770030169,0.774623179,0.777416142,0.780517027,0.787739875,0.790408984,0.791089401,0.794265339,0.799541604,0.803700999,0.805993723,0.809164134,0.808981745,0.808672236,0.810248936,0.813262565,0.817248125,0.826322612,0.82830222,0.831032224,0.827904431,0.827679913,0.827236386,0.821982297,0.821373701,0.820698854,0.819470894,73.8326,74.0856,74.3726,74.6545,74.9286,75.2284,75.5249,75.8028,76.0611,76.3078,76.5241,76.6998,76.8501,76.9555,77.038,77.0892,77.1241,77.1427,77.1486,77.1518,77.1421,77.1264,77.0958,77.0564,77.0414,77.0011,76.9776,76.9627,76.956,76.9859,77.033,76.8812,11.90714087,12.14749935,12.39270973,12.64286995,12.69276047,12.76539278,12.83802509,12.91065741,12.98328972,13.29389,13.24256039,13.12500954,13.24101925,13.59617043,13.95283031,14.15997028,14.23097992,14.14700031,14.1563797,14.32802963,14.34762001,14.60280037,15.31474972,15.44804955,15.3859396,15.10628033,15.08296013,14.9711504,14.76745033,14.5665102,14.43284988,14.43284988,6.72,6.898,7.076,7.254,7.432,7.61,7.682,7.754,7.826,7.898,7.97,7.996,8.022,8.048,8.074,8.1,8.176,8.252,8.328,8.404,8.48,8.582,8.684,8.786,8.888,8.99,9.038,9.086,9.134,9.162,9.162,9.162,41176.6765,41535.35828,43079.08011,42834.30521,43915.46448,45752.38442,47178.23285,46712.03532,46704.85539,48300.55557,49695.69345,50671.72059,51561.85393,51940.68312,51139.42092,50373.208,51764.29891,51340.28367,49634.29677,48109.24365,50175.85813,50074.35796,50302.36858,49685.27946,52169.98181,50718.85143,50183.39712,50420.71862,46432.712,47517.68873,48081.80677,47578.75676,0.7840765,0.787909619,0.791614433,0.795589558,0.799513601,0.80223855,0.804835285,0.807335471,0.809820821,0.81490604,0.816277915,0.817828138,0.820624944,0.824800773,0.830277375,0.833842745,0.834929062,0.834110017,0.833226079,0.835381273,0.834906289,0.838373667,0.843235853,0.842383505,0.84183989,0.839530801,0.839374838,0.838199813,0.836857747,0.83461487,0.83376971,0.833025563,69.9746,70.1365,70.2691,70.4521,70.6584,70.8856,71.1504,71.3967,71.6408,71.8752,72.0858,72.2892,72.43,72.5779,72.6635,72.7563,72.8096,72.8436,72.8619,72.8511,72.8429,72.8449,72.8034,72.774,72.7413,72.7143,72.6974,72.6846,72.6681,72.706,72.7495,72.6017,11.75122689,11.94093238,12.13370037,12.32958031,12.51284027,12.58692527,12.66101027,12.73509526,12.80918026,13.10988998,13.10379982,13.08983994,13.20983982,13.44686985,13.82715988,14.03997993,14.05951023,13.91923046,13.7804203,13.92265034,13.83148003,14.11684036,14.55025959,14.46525955,14.40964985,14.19291973,14.14822006,14.01047039,13.8848896,13.60507965,13.51095009,13.51095009,8.12,8.17,8.22,8.27,8.32,8.37,8.398,8.426,8.454,8.482,8.51,8.56,8.61,8.66,8.71,8.76,8.804,8.848,8.892,8.936,8.98,8.998,9.016,9.034,9.052,9.07,9.102,9.134,9.166,9.198,9.198,9.198,97776.6755,97872.88497,99065.98014,95997.86067,95643.26504,96507.55665,95795.66778,91059.48605,87417.85874,87101.77441,86820.35725,86868.38646,88571.76377,89642.65079,88764.49665,87922.45597,90645.32916,90246.5581,87558.09065,85123.23942,83446.16466,83385.0642,83057.89416,81260.01087,75615.23404,80963.20873,78841.27565,77808.75763,74500.039,79270.94678,80912.0316,80260.78486,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.849525928,6.902755737,6.972268105,7.052103996,7.13595295,7.223927498,7.313009262,7.400830269,7.481441498,7.540385723,7.561635017,7.503439903,,,,,,,,,,,,,,,,,,,,,,,,,61,,,,,,,,,,,,,,,,,,,,,,,,,,,0.282,0.253,0.255,0.258,0.259,0.259,33,30,29,30,31,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Verde,Medium,SSA,128,,,,,,,,,,,0.569,0.576,0.587,0.593,0.597,0.606,0.62,0.629,0.635,0.639,0.644,0.653,0.656,0.666,0.667,0.663,0.67,0.675,0.673,0.676,0.662,0.662,65.0227,65.1762,65.318,65.3121,65.2504,64.0928,65.7627,66.3779,66.9928,67.5686,68.6183,69.9287,70.7054,71.4289,71.9991,72.6804,72.2394,72.8349,72.5077,73.0875,73.4986,74.2565,74.4838,75.059,75.24,74.6195,75.7423,76.5928,75.7331,76.0042,74.8077,74.0518,,,,,,,,,,,11.53789997,11.26502991,11.5943203,11.52488995,11.41362,11.57098007,12.32139015,12.34261036,12.57143021,12.60636997,12.7974596,13.01834011,13.03555012,13.48058033,13.40017033,13.14307022,13.04734993,12.95409966,12.70419979,12.55461444,12.55461444,12.55461444,,,,,,,,,,,3.504169,3.66619611,3.828223219,3.990250329,4.152277438,4.314304548,4.476331657,4.638358767,4.800385876,4.962412986,5.124440095,5.286467205,5.448494314,5.610521424,5.772548533,5.858970165,5.973347954,6.076351994,6.181132228,6.287719287,6.287719287,6.287719287,2847.479104,2808.119044,2815.657419,2931.845556,3040.184083,3170.182181,3291.809786,3471.863004,3676.427075,4017.012843,4183.43316,4432.068168,4529.796578,4696.459281,4816.726948,4982.602145,5382.716558,5895.209969,6177.304139,6028.950962,5928.474752,6119.907189,6087.399757,6106.201391,5970.961186,6035.221038,6250.87307,6413.999141,6701.611822,7017.10024,5897.676779,6230.200199,1,,,,,,,,,,,0.938,0.941,0.943,0.949,0.955,0.954,0.966,0.972,0.961,0.974,0.978,0.979,0.972,0.982,0.983,0.994,0.982,0.982,0.982,0.981,0.978,0.981,,,,,,,,,,,0.546308747,0.554186134,0.56504622,0.573158725,0.579591011,0.587777574,0.604788578,0.616553193,0.618692454,0.626919126,0.63421203,0.643643713,0.6440795,0.657359241,0.65846724,0.659726785,0.664216932,0.668727795,0.665144846,0.667068827,0.652262088,0.653226941,66.5781,66.8143,66.9499,67.0579,67.1039,66.1371,67.9936,68.8873,69.3846,70.1077,71.7403,72.9836,73.9503,74.8431,75.779,76.2232,76.1345,77.2128,76.3537,77.7261,78.0689,78.7419,78.162,79.4694,79.6319,79.0367,80.0195,80.6937,79.8746,80.1827,79.1604,78.4572,,,,,,,,,,,11.55317166,11.32999992,11.61557007,11.62817001,11.54267025,11.72418976,12.66339016,12.70695972,12.76486969,12.95575047,13.16201019,13.38411999,13.4091301,13.90139961,13.81204033,13.45820045,13.36594009,13.27068043,13.00302029,12.83086562,12.83086562,12.83086562,,,,,,,,,,,3.3633,3.5188,3.6744,3.8299,3.9854,4.1409,4.2964,4.4519,4.6075,4.763,4.9185,5.074,5.2295,5.385,5.5405,5.613790035,5.9263,5.9856,5.9856,6.025999125,6.025999125,6.025999125,1691.239757,1671.337398,1681.400613,1758.769023,1834.398883,1926.134833,2020.267955,2154.020866,2306.697001,2548.504295,2685.396928,2873.449698,2965.414218,3102.108556,3206.004624,3336.925781,3607.448304,3951.050964,4141.994527,4051.331994,4168.720874,4344.898272,4370.996403,4439.409696,4396.566025,4919.779574,4718.339118,4901.427484,5121.700386,5316.843598,4389.163374,4681.791749,,,,,,,,,,,0.582498689,0.589114122,0.59942196,0.603905615,0.606788227,0.616045889,0.626210884,0.634012815,0.643953731,0.643676733,0.64815191,0.657491595,0.66277738,0.669225118,0.669962069,0.663998118,0.6763142,0.681048054,0.677208341,0.680284197,0.66675823,0.666122007,63.1678,63.2148,63.3541,63.2111,63.0207,61.635,63.097,63.4009,64.1224,64.5247,64.9596,66.3495,66.9651,67.5561,67.8295,68.7527,68.0654,68.3146,68.4779,68.487,69.0045,69.7616,70.5957,70.5427,70.7066,70.0823,71.2391,72.1762,71.3438,71.5697,70.3334,69.5891,,,,,,,,,,,11.52262828,11.20094967,11.57357025,11.42327976,11.28695965,11.42125034,11.98855019,11.98869038,12.38535976,12.26698017,12.4395504,12.65993023,12.66720009,13.07703018,13.01648998,12.83911991,12.74123001,12.6531601,12.41751957,12.28982854,12.28982854,12.28982854,,,,,,,,,,,3.6544,3.8234,3.9923,4.1613,4.3303,4.4992,4.6682,4.8372,5.0062,5.1751,5.3441,5.5131,5.6821,5.851,6.02,6.12706995,6.4392,6.5036,6.5036,6.573896076,6.573896076,6.573896076,4105.044162,4040.97449,4042.105754,4196.449687,4336.431283,4504.218991,4652.23692,4878.996159,5136.200901,5579.186495,5770.428515,6072.778093,6166.579244,6355.00209,6483.161539,6676.268721,7200.440957,7876.234707,8241.520508,8025.378999,7701.945646,7910.41788,7819.382937,7788.537245,7560.816135,7162.08181,7799.538784,7942.655629,8298.382655,8735.614047,7422.590182,7795.748187,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.96778393,14.438447,13.78750801,13.12870216,12.42931747,11.87511349,11.03690529,10.37656593,9.949831009,9.499298096,9.038320541,8.794361115,,,,,,27.38759118,27.38759118,27.38759118,27.38759118,27.38759118,27.38759118,27.38759118,28.04,28.04,28.04,,,,,,,,,,84,,,,,,,,,,,,,,,,,,,,,,,,,,0.402,0.391,0.385,0.379,0.378,0.376,0.349,323,303,282,258,229,201,178,158,143,130,118,109,101,96,91,86,82,78,75,72,70,67,65,63,62,61,59,58,58,58,58,58,123.42,123.694,124.547,124.422,118.153,112.395,108.446,107.201,105.81,103.211,100.424,98.173,96.536,94.306,93.514,95.482,96.699,92.685,90.221,82.595,78.974,76.975,71.417,68.688,66.636,64.655,65.121,62.571,57.389,56.453,55.952,55.228,41.177,41.4,41.655,41.938,42.242,42.562,42.889,43.217,43.541,43.855,44.155,44.45,44.736,45.014,45.288,45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+CRI,Costa Rica,Very High,LAC,58,0.66,0.663,0.674,0.682,0.685,0.691,0.693,0.7,0.705,0.708,0.71,0.715,0.722,0.727,0.732,0.74,0.747,0.756,0.765,0.769,0.772,0.782,0.786,0.792,0.796,0.798,0.803,0.807,0.811,0.819,0.816,0.809,76.6301,76.5905,76.6269,76.7029,76.67,76.5519,76.8042,77.0703,76.8963,77.1375,77.5857,77.5453,77.9833,78.072,78.3305,78.5053,78.5145,78.4621,78.4451,78.6721,78.6704,79.3477,79.2827,79.4034,78.7741,79.0857,79.4592,79.3769,79.4835,79.4272,79.277,77.0232,9.794050217,10.03783989,10.30109024,10.45274687,10.6044035,10.75606012,10.90771675,11.05937338,11.21103001,11.36268663,11.51434326,11.66599989,11.81765652,11.96931314,12.12096977,12.43371119,12.7464526,13.05919402,13.37193544,13.68467685,13.99741827,14.31015968,14.50245953,14.7502203,15.11124039,15.23608017,15.4200201,15.66736984,15.8667202,16.54577065,16.54577065,16.54577065,6.246158944,6.207062733,6.489623811,6.7170524,6.73303985,6.962734944,6.941064556,7.114540012,7.321519931,7.30533652,7.142045964,7.332145083,7.485752501,7.633359768,7.666705062,7.825407987,7.836508898,8.012720108,8.288009644,8.359669685,8.230690002,8.351329803,8.412119865,8.581184864,8.750249863,8.584500313,8.564390182,8.643780231,8.72317028,8.763615131,8.804059982,8.804059982,9497.759187,9651.643494,10292.10424,10757.17708,11100.54365,11231.14695,11160.64884,11489.22546,11911.83567,11947.69719,12062.54245,12260.63178,12476.34459,12814.32252,13244.914,13647.15678,14575.16346,15613.4116,16242.12399,15661.61363,16318.32297,16811.46478,17457.3481,17594.06705,17919.03127,18327.60822,18902.33613,19283.51036,19562.35999,19684.85681,18753.91088,19974.27358,1,,,,,,,,,,,0.956,0.959,0.954,0.954,0.95,0.963,0.959,0.957,0.973,0.956,0.967,0.971,0.975,0.977,0.975,0.98,0.983,0.98,0.981,0.988,0.993,0.996,,,,,,,,,,,0.689120759,0.696517577,0.700412158,0.706597554,0.709732977,0.724075749,0.72837327,0.736172789,0.753103148,0.747083515,0.756763945,0.76835104,0.774544962,0.780929702,0.783964393,0.7880054,0.794015755,0.796650615,0.800909089,0.812559453,0.81202921,0.806325603,78.7674,78.49,78.6802,78.822,78.8922,78.9812,79.0632,79.6614,79.253,79.7383,80.0385,79.8931,80.374,80.4116,80.635,80.8623,81.0639,80.934,81.0158,81.2356,81.0832,81.7106,81.6199,81.7624,81.2361,81.5686,82.0082,81.7602,82.0831,81.9525,81.9122,79.8106,,,,,,,,,,,12.09510795,12.1454421,12.18992287,12.22841482,12.26574039,12.60182326,12.93790613,13.273989,13.61007186,13.94615473,14.2822376,14.61832047,14.82616997,15.11894989,15.5142498,15.68449974,15.86865997,16.22060013,16.36289978,17.05911064,17.05911064,17.05911064,6.079701734,6.037902228,6.384424684,6.564755231,6.582228885,6.807183256,6.782911316,6.991185775,7.15684812,7.146228332,7.058455962,7.223366132,7.407535244,7.54975265,7.600319779,7.771492592,7.836434158,7.988930225,8.284500122,8.335780144,8.250049591,8.37195015,8.433389664,8.589015007,8.74464035,8.667880058,8.640839577,8.737789631,8.834739685,8.863564968,8.892390251,8.892390251,4742.325019,5215.345297,5448.270543,5954.472903,6102.884327,6166.878518,6250.056942,7050.80063,7248.193663,7162.710301,7254.611454,7999.633938,7850.935599,8417.884196,8600.861746,9901.05067,9703.290543,10216.69097,12165.77126,9868.513429,11432.30616,12291.9398,13171.94199,13378.34781,13243.05286,13690.59542,14354.58851,14102.3858,14166.87697,15561.51315,15364.42871,16567.93315,,,,,,,,,,,0.720898757,0.726347564,0.734482779,0.740662395,0.747116778,0.751744088,0.759194566,0.769054835,0.773734124,0.781841162,0.782704351,0.790920464,0.794430906,0.799654768,0.804111605,0.803717442,0.807960161,0.812630925,0.816735131,0.822029783,0.817894762,0.809722197,74.6037,74.7668,74.6682,74.6856,74.5633,74.2719,74.657,74.646,74.6581,74.6952,75.2524,75.297,75.6918,75.8204,76.1037,76.231,76.0793,76.0892,75.9899,76.2165,76.3395,77.048,77.0089,77.1117,76.4095,76.6985,77.0104,77.0698,76.9958,77.0017,76.751,74.4177,,,,,,,,,,,10.93357857,11.18655768,11.44539017,11.71021147,11.98116016,12.27150304,12.56184592,12.85218879,13.14253167,13.43287454,13.72321742,14.0135603,14.19089031,14.39482021,14.72272968,14.80426025,14.98744965,15.13300037,15.38696003,16.04846001,16.04846001,16.04846001,6.425676279,6.392347693,6.601834094,6.882004268,6.89554727,7.130370019,7.111673675,7.246114344,7.498923789,7.477116547,7.230629448,7.447201182,7.56823704,7.72172606,7.736896392,7.883202723,7.838049457,8.040019989,8.292909622,8.386949539,8.210089684,8.328960419,8.389220238,8.572915077,8.756609917,8.492300034,8.478949547,8.537819862,8.596690178,8.649469852,8.702249527,8.702249527,14177.7474,14017.42403,15058.98859,15484.21692,16020.60707,16218.60785,15998.63766,15863.97468,16510.72347,16668.36898,16808.00725,16467.7598,17044.79018,17158.19205,17835.19592,17351.40448,19395.0432,20955.44463,20279.34274,21402.37562,21162.68059,21294.42428,21709.9359,21779.41712,22563.79072,22936.48431,23425.55373,24440.04959,24936.0301,23794.89065,22135.27956,23375.95773,0.626,0.634,0.638,0.641,0.648,0.652,0.655,0.661,0.666,0.673,0.67,0.664,18.09448419,18.02675335,17.99241709,18.02648674,17.6397322,17.35723118,17.501555,17.17606161,16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+CZE,Czechia,Very 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37901,51240.09629,51916.0525,52030.12036,52361.14195,53340.02013,54067.69913,54822.699,55285.40563,55009.10302,54662.11346,56165.08616,56176.26723,58201.60496,59709.62605,59633.78661,56005.31985,58575.29178,60769.87191,60756.35303,60319.18154,62285.74497,62141.8898,63147.35142,64186.8223,64964.17348,65349.05167,61610.07513,63142.69975,,0.865,0.869,0.867,0.861,0.861,0.87,0.873,0.874,0.888,0.884,0.883,,6.99440755,6.682168051,6.960703958,7.851578179,7.864552521,7.369450485,7.300031658,7.316227988,6.199358629,6.174221125,6.177129593,,7.08915145,6.859592712,7.173447537,8.110992529,8.208955224,7.545164718,7.521186441,7.513227513,6.329113924,6.355932203,6.263269639,3.719280958,3.768982649,3.550464153,3.551241875,3.487544537,3.526467562,3.650301456,3.442044973,3.490633965,3.474845886,3.399433374,3.408158779,,2.40336,2.44114,2.58042,2.60524,2.60524,2.7227,2.7227,2.7227,2.6632,2.6632,2.6632,14.54559,14.81088,14.0549,14.75045,17.46195,17.46195,15.73535,15.73535,15.73535,12.46003,12.46003,12.46003,19,0.183,0.172,0.162,0.152,0.144,0.14,0.14,0.139,0.136,0.127,0.133,0.129,0.121,0.114,0.107,0.108,0.105,0.105,0.103,0.098,0.096,0.09,0.087,0.078,0.078,0.078,0.085,0.087,0.083,0.079,0.077,0.073,10,9,9,9,8,8,8,8,8,7,7,7,7,6,6,6,6,6,6,6,6,6,5,5,5,5,5,7,7,7,7,7,20.707,19.012,16.719,14.664,13.096,12.398,12.554,12.505,11.968,12.249,13.698,13.649,12.894,11.995,11.329,10.954,10.721,10.674,10.564,9.948,9.687,8.996,8.546,8.075,8.114,8.318,9.511,8.618,8.004,7.524,7.417,7.465,45.352,48.097,47.859,47.614,47.794,47.698,47.857,48.209,48.432,48.996,48.873,49.313,49.376,49.757,49.453,51.123,52.001,52.428,52.537,52.935,53.041,53.991,54.024,54.583,54.774,54.719,55.669,55.927,55.968,56.593,56.838,56.843,71.957,71.805,70.594,69.96,69.43,68.595,68.17,67.891,67.65,67.416,66.678,66.23,65.711,65.392,64.77,66.179,66.347,66.273,66.332,66.209,66.046,66.516,66.433,66.411,66.324,65.88,66.595,66.724,66.812,67.456,66.54,66.041,4,0.661,0.659,0.67,0.675,0.677,0.684,0.694,0.702,0.695,0.7,0.711,0.726,0.739,0.739,0.747,0.759,0.756,0.759,0.76,0.772,0.768,0.77,0.776,0.776,0.78,0.784,0.785,0.785,0.794,0.804,0.806,0.804,20.26537998,21.07784431,20.42755344,20.77464789,21.0955711,20.74159907,20.04608295,19.67963387,20.93287827,20.81447964,20.02249719,18.97321429,17.9800222,18.34254144,18.27133479,16.95842451,17.55725191,17.58957655,17.65980498,16.35969664,17.06263499,17.29323308,16.82743837,16.91648822,16.75560299,16.41791045,16.5781084,16.84322034,15.97883598,15.18987342,14.61864407,14.64968153,13.31339354,12.75901178,12.07922889,11.887968,11.62662938,11.57239239,11.79424601,11.44143452,11.34307592,11.00718889,11.05457432,11.25358846,11.03783717,11.04158238,10.86500196,10.62093245,10.7806113,10.47794091,10.54609473,9.768789629,10.30533212,10.00816987,10.05259086,10.24281224,9.730928443,9.727783167,9.741451444,9.507597709,9.072082766,8.518354547,7.690141865,7.690141865,22.63,25.29,25.11,26.04,27.11,26.36,24.7,24.42,27.34,27.44,25.71,23.2,21.38,22.17,22.24,19.85,20.85,21.43,21.56,19.85,20.63,21.6,20.36,20.36,20.7,20.06,20.5,21.29,20.23,19.4,19.4,19.4 +DJI,Djibouti,Low,AS,171,,,,,,0.351,0.35,0.353,0.355,0.36,0.361,0.371,0.378,0.388,0.396,0.405,0.416,0.426,0.434,0.445,0.458,0.47,0.478,0.483,0.488,0.493,0.496,0.499,0.506,0.512,0.51,0.509,55.4983,55.1564,54.4515,55.7737,55.5053,56.3016,56.1862,55.9665,56.1757,56.4268,56.5734,56.9027,57.2147,57.5946,57.7594,58.316,58.7153,59.0242,59.3653,59.6727,60.2587,60.4329,60.8479,61.2212,61.6411,61.957,62.1908,62.7966,63.0381,63.0854,62.6943,62.3049,2.601186608,2.692800045,2.787640095,2.571929932,2.739470005,2.829485059,2.919500113,2.99657011,3.009010077,3.021450043,2.971889973,3.385519981,3.548860073,3.808030128,4.067200184,4.357200146,4.50620985,4.972390175,5.337150097,5.583350182,6.019780159,6.456210136,6.530976109,6.605742082,6.680508055,6.755274027,6.83004,6.83112,7.13947,7.43298,7.43298,7.43298,,,,,,2.824621,2.824621,2.9264589,3.0282968,3.1301347,3.2319726,3.3338105,3.4356484,3.5374863,3.6393242,3.7411621,3.843,3.875428571,3.907857143,3.940285714,3.972714286,4.005142857,4.037571429,4.045678571,4.053785714,4.061892857,4.07,4.07,4,4.1,4.1,4.1,1918.598699,1817.869917,1876.633523,1969.164335,1879.908857,1968.301198,1823.532233,1857.228252,1800.507591,1850.682006,1834.339348,1822.11807,1859.707299,1996.972342,2061.305418,2097.574162,2329.191906,2411.423737,2496.956924,2803.308019,3084.829457,3423.743208,3807.416605,3984.464639,4205.491821,4453.630735,4561.666499,4660.30902,4981.659056,4916.643954,4901.144274,5024.993944,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,57.5179,57.714,57.8956,57.715,57.3917,58.0843,57.936,57.6891,57.6807,58.1198,58.0467,58.4435,58.683,59.2085,59.2595,60.1835,60.4186,61.0182,61.2603,61.4712,62.267,62.4086,63.0833,63.2255,64.0911,64.2987,64.52,65.3365,65.5827,65.5629,65.4611,65.0189,2.458295746,2.386334582,2.316479921,2.248670101,2.373919964,2.431280017,2.48864007,2.532130003,2.527529955,2.522929907,2.467020035,2.795730114,2.954339981,3.217110038,3.479880095,3.736259937,3.887439966,4.453780174,4.882190228,5.264910221,5.857640028,6.450369835,6.524488072,6.600876054,6.677264036,6.753652018,6.8858,6.93241,7.19381,7.50865,7.50865,7.50865,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,588.9925629,557.6642623,579.8459006,616.4157394,596.272315,630.0167633,591.432934,607.4642722,592.8404775,615.5860312,619.9464965,623.9321782,648.4784782,709.9593826,744.4044477,765.2547451,863.0501946,902.7991312,943.0991217,1070.327584,1257.382726,1404.733089,1576.003385,1665.788382,1777.31716,1903.94511,1957.900219,4513.281153,2179.871078,2171.10765,2114.976781,2178.95886,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,53.5243,52.7031,51.2439,53.8676,53.6513,54.5421,54.4591,54.2669,54.6808,54.7587,55.1111,55.3785,55.7593,56.0046,56.2751,56.4922,57.0406,57.0843,57.5144,57.9099,58.3031,58.5069,58.6865,59.266,59.2855,59.6947,59.9387,60.3543,60.5895,60.6953,60.0711,59.7276,4.115565234,3.6579119,3.251149893,2.889620066,3.098459959,3.220199943,3.341939926,3.451910019,3.480345011,3.508780003,3.465579987,3.963419914,4.133059978,4.390439987,4.647819996,4.969500065,5.110730171,5.468589783,5.759610176,5.870629787,6.167474985,6.464320183,6.537464146,6.61060811,6.683752073,6.756896037,6.83004,6.83112,7.13947,7.43298,7.43298,7.43298,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3266.671555,3095.559613,3192.287253,3342.178986,3182.261837,3325.501851,3072.457806,3123.335566,3023.15697,3100.37159,3062.433557,3033.136952,3083.229766,3296.481523,3390.535359,3442.10249,3808.592875,3933.622656,4064.891123,4551.955922,4928.882223,5461.388705,6059.971698,6325.666981,6658.144974,7030.291527,7194.070844,4809.028383,7817.30798,7696.863056,7724.436963,7911.350717,0.301,0.309,,,,,,,,,,,33.51214193,33.34079209,,,,,,,,,,,34.27947598,34.25531915,,,,,,,,,,,31.85363579,31.33958626,30.76721382,30.21466255,29.64077377,29.10373497,28.57972527,27.96222496,27.44249916,27.02727127,26.1596508,25.70430756,46.974,46.974,,,,,,,,,,,21.70879,21.70879,30.03165892,27.74495175,27.74495175,27.74495175,27.74495175,27.74495175,27.74495175,27.74495175,27.74495175,27.74495175,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,603,613,631,587,599,569,553,544,535,526,507,490,470,449,426,393,361,335,320,299,283,272,262,256,256,247,246,248,248,248,248,248,46.119,45.078,44.18,43.857,42.22,40.737,39.721,37.513,35.705,34.844,33.891,32.88,31,29.184,27.691,26.016,25.421,25.048,24.296,24.647,24.833,24.679,24.386,24.107,23.599,23.267,23.038,22.961,22.629,22.716,22.776,22.722,14.223,14.215,14.28,14.398,14.514,14.594,14.712,14.788,14.846,14.935,15.075,15.182,15.335,15.511,15.672,15.807,16.025,16.223,16.422,16.632,16.85,16.967,17.081,17.191,17.306,17.433,17.495,17.603,17.732,17.848,17.142,17.218,58.089,58.14,57.896,57.454,57.025,56.739,56.324,56.054,55.853,55.577,55.152,54.918,54.556,54.065,53.475,52.798,51.716,50.573,49.439,48.402,47.523,47.046,46.704,46.449,46.203,45.918,45.72,45.442,45.125,44.83,44.236,44.147,-7,,,,,,0.33,0.328,0.332,0.324,0.334,0.336,0.345,0.355,0.364,0.374,0.386,0.396,0.405,0.412,0.415,0.427,0.437,0.438,0.435,0.441,0.446,0.463,0.464,0.469,0.473,0.471,0.47,,,,,,5.982905983,6.285714286,5.949008499,8.73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+DMA,Dominica,High,LAC,102,,,,,,,,,,,0.695,0.694,0.695,0.695,0.7,0.701,0.708,0.707,0.717,0.713,0.711,0.702,0.706,0.699,0.705,0.7,0.709,0.692,0.726,0.729,0.722,0.72,69.852,69.6458,70.2817,70.9373,71.0757,71.5203,71.194,71.6344,71.4715,70.6314,72.6932,71.7132,72.3395,71.4384,72.401,72.2543,72.8479,71.9301,73.3054,72.1702,71.5499,69.6948,70.5383,68.8962,69.4342,68.7266,70.1284,67.5253,73.59,73.5588,73.649,72.814,,,,,,,,,,,12.72753188,12.75800689,12.78855487,12.819176,12.84987045,12.88063839,12.91148,12.94752,12.98356,13.0196,13.05564,13.06678,13.09806731,13.12942954,13.16086686,13.19237946,13.22396751,13.2556312,13.2873707,13.3191862,13.3191862,13.3191862,,,,,,,,,,,7.775336266,7.750249863,7.78232741,7.789318555,7.796309699,7.803300844,7.810291988,7.817283133,7.824274277,7.831265422,7.838256566,7.845247711,7.852238855,7.893659876,7.935080896,7.976501917,8.017922938,8.059343959,8.100764979,8.142186,8.142186,8.142186,8659.548361,8532.133123,8650.469562,8755.249351,8165.658711,8268.568307,8417.721178,8747.436009,9186.386446,8926.625756,8853.514443,9288.801447,8905.835,9489.095199,9611.612747,9765.248771,10657.23036,11226.64924,12103.08802,12108.08812,12295.14706,12236.06264,12114.5372,11997.30479,12533.22462,11929.38956,12361.6883,11060.97853,12211.41123,12694.12057,11133.41849,11487.62422,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,72.5102,71.8731,73.6164,73.8561,73.5424,74.4381,74.4791,74.0741,73.7969,73.1655,75.0508,74.4928,75.3895,73.8384,74.4619,75.5289,76.1134,74.7391,76.2139,74.7259,74.8889,72.9735,73.2151,71.3096,72.1177,71.0817,73.0191,69.6472,77.2471,77.2054,77.2597,76.3013,,,,,,,,,,,13.33588693,13.40027196,13.46496785,13.52997609,13.59529818,13.66093564,13.72689,13.722345,13.7178,13.713255,13.70871,14.0578,14.1256704,14.19386848,14.26239581,14.33125399,14.40044461,14.46996929,14.53982962,14.61002724,14.61002724,14.61002724,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,67.2653,67.4335,67.1438,68.1242,68.6478,68.7196,68.1058,69.246,69.2044,68.1947,70.3916,69.0898,69.5384,69.1757,70.457,69.3082,69.9109,69.4205,70.7275,69.9324,68.6978,66.9064,68.2142,66.78,67.0958,66.5866,67.5706,65.5964,70.4047,70.3546,70.4335,69.7249,,,,,,,,,,,12.1387237,12.13989113,12.14105868,12.14222634,12.14339412,12.144562,12.14573,12.2216525,12.297575,12.3734975,12.44942,12.147,12.14816823,12.14933658,12.15050503,12.1516736,12.15284228,12.15401108,12.15517998,12.156349,12.156349,12.156349,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,14.30051041,18.6509037,17.51012421,21.27141762,20.87308121,21.10400009,18.54019547,22.67356491,9.300085068,9.284256935,9.179593086,8.952466011,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,91.477,88.766,90.066,84.307,74.741,62.072,59.427,61.651,59.445,64.542,59.459,62.726,56.67,54.04,53.232,51.08,51.981,50.561,48.688,46.926,45.981,45.573,44.585,43.492,42.372,41.114,39.635,39.105,39.348,39.325,39.022,38.49,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.832502592,0.833034928,0.831027444,0.879388968,0.928339175,1.133759037,1.033043871,1.141772546,1.096302629,1.154263621,1.472936109,1.577927391,1.468992082,1.672610556,2.030348669,2.024394736,2.020701943,2.587753372,2.327925791,2.275479527,2.42966788,2.170032151,2.323398859,2.373267996,2.474080326,2.470674178,2.517845373,2.256150466,2.250890052,2.191399287,1.934403912,1.934403912,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +DNK,Denmark,Very High,,6,0.834,0.838,0.841,0.844,0.851,0.854,0.862,0.869,0.876,0.886,0.889,0.895,0.896,0.901,0.906,0.911,0.91,0.911,0.915,0.909,0.913,0.926,0.931,0.933,0.932,0.936,0.943,0.944,0.942,0.946,0.947,0.948,74.8636,75.2256,75.2672,75.1877,75.4394,75.2856,75.6623,76.0397,76.4343,76.5763,76.8137,76.9721,77.0973,77.3992,77.7836,78.2243,78.2218,78.348,78.7134,78.9565,79.2459,79.7845,80.0807,80.3042,80.6302,80.738,80.8803,81.1112,80.99,81.4337,81.5449,81.3753,14.06153965,14.20090961,14.27690983,14.59694004,14.92171955,15.12403965,15.37061024,15.55623531,15.74186039,16.44960976,16.23390961,16.58344078,16.31981087,16.47481537,16.62981987,16.87528038,16.72458076,16.81782913,16.75205994,16.79486084,16.94296074,18.41773033,18.6777401,19.14090919,19.13853073,19.23700905,19.06605911,18.89341927,18.79369926,18.71479988,18.71479988,18.71479988,11.47511219,11.49547958,11.51588313,11.53628667,11.55669022,11.64894009,11.81353259,11.9781251,12.1427176,12.3073101,12.47190261,12.63649511,12.80108762,12.96568012,12.91676044,12.82844702,12.7401336,12.65182018,12.88381004,12.4705801,12.42588997,12.46644974,12.70141029,12.74561024,12.38759041,12.63831997,13.16281986,13.011765,12.86071014,12.91060019,12.96049023,12.96049023,36106.21677,36333.6256,37408.0159,37441.46318,39298.87086,40527.83666,41577.80365,42849.76659,43710.75025,44915.59178,46139.8559,46682.5017,46964.49154,47246.86269,49044.98698,50870.24906,52740.8252,52452.14616,52701.39845,49626.18855,51409.125,51652.6725,51814.35144,52812.58307,53998.28993,54690.48924,55471.41408,56568.41589,57549.14584,58650.26154,58143.77306,60364.78595,1,0.979,0.978,0.979,0.976,0.976,0.974,0.978,0.98,0.984,0.984,0.985,0.985,0.986,0.988,0.991,0.989,0.989,0.988,0.989,0.992,0.99,0.98,0.979,0.98,0.973,0.978,0.979,0.981,0.983,0.981,0.981,0.98,0.823211009,0.826836995,0.829892501,0.83205197,0.838925918,0.841699193,0.851108102,0.858592401,0.867173957,0.878021085,0.88072323,0.88719892,0.888132291,0.89393605,0.900021145,0.90454219,0.904149744,0.903719829,0.908410539,0.903786612,0.907139122,0.914916188,0.919691185,0.923085785,0.918466815,0.924788755,0.932514657,0.933905592,0.933370975,0.936208156,0.936697272,0.937319033,77.7327,77.976,77.9688,77.7707,78.0948,77.8365,78.2618,78.4726,78.876,78.8857,79.1216,79.212,79.3434,79.7381,80.1076,80.4451,80.5115,80.5302,80.9104,81.0324,81.3357,81.8215,82.037,82.3003,82.66,82.6796,82.7881,83.1207,82.9553,83.4234,83.5019,83.2762,14.25617981,14.39153957,14.48888016,14.76142025,15.10414982,15.34770966,15.66905022,15.95273018,16.23641014,17.02478981,16.76711082,17.14801979,16.90040016,17.08784962,17.27529907,17.49815941,17.34132004,17.47019958,17.45161057,17.48279953,17.58563995,19.0702095,19.33440018,19.84823036,19.9616909,20.07534027,19.77944946,19.55324936,19.43767929,19.34136963,19.34136963,19.34136963,11.29056843,11.31770992,11.34491666,11.3721234,11.39933014,11.50308037,11.69332659,11.88357282,12.07381904,12.26406527,12.45431149,12.64455771,12.83480394,13.02505016,13.05692005,12.93390338,12.8108867,12.68787003,12.94357967,12.68443012,12.4268198,12.52262974,12.82083035,12.89597988,12.21434021,12.78382969,13.32217026,13.20201015,13.08185005,13.11940002,13.15695,13.15695,27789.30015,28226.198,29294.09193,29389.57864,30361.50622,30684.84394,31946.89452,32960.43075,34101.15184,35023.77972,36274.15678,36564.96647,36876.87459,36840.40627,38411.60107,40029.57196,41704.26663,41409.56984,41465.20404,39314.18876,42322.64854,42638.8333,42953.57805,43994.68434,44996.48602,44871.01269,45973.32933,46891.79082,48444.95516,48461.71943,48146.70577,49876.26463,0.841115312,0.8454228,0.84811238,0.852484506,0.859751522,0.86406793,0.869871516,0.876427522,0.88145892,0.891855307,0.893998543,0.900559331,0.900353325,0.904793115,0.908359366,0.914599351,0.913834558,0.914704269,0.918244035,0.910998273,0.916581935,0.933692212,0.939648781,0.941627621,0.943783185,0.945176987,0.952233375,0.951883031,0.949728489,0.954165104,0.955127582,0.956524411,72.0246,72.4711,72.563,72.5988,72.7797,72.7275,73.0529,73.5609,73.9441,74.2042,74.44,74.6724,74.8019,75.0241,75.4137,75.9428,75.8988,76.1283,76.4759,76.8363,77.1184,77.6985,78.0714,78.278,78.5623,78.764,78.9367,79.0884,79.0196,79.4371,79.5823,79.4848,13.87724972,14.02060986,14.07614994,14.44153976,14.74849033,14.91065025,15.0835104,15.17500019,15.26648998,15.89500046,15.71829033,16.03609085,15.75685024,15.87886,16.00086975,16.26692963,16.12157059,16.17989922,16.06896973,16.12299919,16.31551933,17.78091049,18.03900909,18.4534893,18.33960915,18.42308044,18.37495995,18.25408936,18.17020988,18.10860062,18.10860062,18.10860062,11.52523917,11.57108021,11.61710358,11.66312695,11.70915031,11.79016018,11.92892635,12.06769252,12.20645869,12.34522486,12.48399103,12.6227572,12.76152337,12.90028954,12.78966999,12.73146343,12.67325687,12.61505032,12.82812023,12.26935005,12.42490005,12.41180038,12.58277988,12.5964098,12.56311989,12.49314022,13.00461006,12.82176495,12.63891983,12.70153475,12.76414967,12.76414967,44664.15311,44673.63036,45750.79611,45715.54161,48477.48365,50630.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+DOM,Dominican 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High,,27,0.757,0.764,0.772,0.781,0.789,0.796,0.802,0.808,0.813,0.818,0.825,0.83,0.834,0.837,0.844,0.85,0.856,0.858,0.86,0.861,0.868,0.872,0.874,0.88,0.884,0.889,0.895,0.897,0.901,0.908,0.899,0.905,77.0017,77.1299,77.5904,77.7302,78.1166,78.2029,78.3417,78.8534,78.9428,78.9478,79.4172,79.7444,79.8238,79.7548,80.3362,80.3283,80.9725,80.9803,81.2902,81.6408,82.0214,82.1974,82.2112,82.7199,82.858,82.6464,83.0411,83.0295,83.1436,83.5321,82.2892,83.01,14.0401001,14.29535961,14.53036976,15.0120697,15.33172035,15.49759007,15.68964958,15.67298031,15.62370968,15.65079975,15.70853996,15.67422962,15.60286045,15.61771965,15.74748039,15.86876011,15.94079971,15.91744041,15.95044994,15.99135971,16.33000946,16.62454033,16.95605087,17.17250061,17.29005051,17.47447014,17.54027939,17.61613083,17.75741005,17.91690063,17.91690063,17.91690063,5.879199312,6.070390224,6.267798644,6.465207063,6.662615483,6.860023902,7.057432321,7.254840741,7.45224916,7.64965758,7.847065999,8.044474418,8.241882838,8.439291257,8.636699677,8.923020363,9.02989006,9.121709824,9.187439919,9.251560211,9.363030434,9.484009743,9.510689735,9.615365028,9.720040321,9.912139893,10.01107979,10.07671499,10.1423502,10.37387514,10.60540009,10.60540009,26586.92295,27389.70698,27598.65085,27210.49062,27291.10724,28369.9087,28953.25213,29978.92556,31386.59797,32774.80357,34019.57287,35079.38017,35942.07889,36636.38435,37084.7127,37716.50403,38471.31913,39006.60339,38414.47578,37392.93155,37173.6819,36262.31549,35416.02265,35204.72455,35796.00345,37383.58643,38616.27705,39543.65687,40234.64314,40725.59088,36515.96007,38353.60164,1,0.944,0.948,0.954,0.956,0.958,0.963,0.966,0.963,0.964,0.965,0.967,0.965,0.97,0.971,0.974,0.974,0.976,0.977,0.979,0.981,0.98,0.98,0.98,0.98,0.98,0.981,0.985,0.984,0.984,0.984,0.984,0.986,0.73004871,0.73923864,0.7494929,0.758634649,0.768048488,0.776927243,0.784296236,0.789375951,0.794737442,0.800125729,0.80807731,0.812167541,0.817959681,0.821661651,0.830481917,0.83645654,0.843379641,0.845647224,0.848648572,0.851371695,0.857564723,0.861727373,0.864211876,0.870009629,0.873529975,0.879667215,0.887056218,0.888951534,0.891470223,0.897446304,0.889148841,0.895714434,80.5573,80.7515,81.2641,81.3387,81.7208,81.846,82.0016,82.3525,82.4226,82.4333,82.8419,83.1661,83.2331,83.0696,83.6572,83.6158,84.2111,84.1688,84.3415,84.6423,84.9834,85.0826,85.0501,85.4797,85.5778,85.3572,85.7695,85.6661,85.7983,86.1652,85.0137,85.7735,14.27849007,14.60206032,14.88422966,15.40935993,15.71510983,15.96716022,16.20079994,16.06315041,16.05514908,16.0638504,16.12483025,16.06402969,16.05355072,16.0590992,16.25485992,16.34967041,16.42713928,16.42370033,16.4491291,16.47319031,16.74653053,17.00354004,17.3064003,17.5152607,17.61684036,17.78012085,17.88929939,18.01730919,18.20959091,18.43042946,18.43042946,18.43042946,5.425300374,5.626150131,5.834435536,6.042720941,6.251006346,6.459291752,6.667577157,6.875862562,7.084147967,7.292433372,7.500718777,7.709004182,7.917289587,8.125574992,8.333860397,8.626420021,8.749580383,8.84210968,8.926469803,9.016180038,9.126600266,9.263349533,9.314399719,9.433749676,9.553099632,9.770079613,9.896860123,9.972849846,10.04883957,10.28835487,10.52787018,10.52787018,14752.24855,15309.19428,15936.70884,15960.94119,16480.76758,17436.07581,17941.21805,18789.12499,19724.41462,20757.59512,21950.72321,22223.57965,23566.65796,24393.67334,25110.71501,25865.13733,26839.4089,27564.13265,28058.39455,28045.90315,28285.62443,27945.02411,27368.24858,27511.42188,27838.91348,29466.57168,31152.58791,31382.33484,31995.26155,32885.70495,29480.56564,31212.63763,0.773101118,0.779476888,0.785983865,0.7937149,0.801434645,0.806569463,0.812142597,0.820095852,0.824166798,0.828999126,0.835757154,0.841461074,0.843295321,0.84663055,0.852583395,0.858428932,0.86395779,0.865271834,0.866731352,0.86769296,0.874665359,0.879107003,0.882003948,0.887490791,0.891767261,0.896751136,0.900411176,0.90343245,0.9063135,0.912058288,0.903279437,0.908603781,73.4296,73.506,73.9122,74.1131,74.4973,74.558,74.6874,75.3287,75.4465,75.4604,75.9652,76.2899,76.3925,76.4241,76.982,77.0241,77.6913,77.7602,78.1891,78.5825,78.9914,79.2395,79.3112,79.8746,80.0503,79.8727,80.239,80.3177,80.4182,80.8173,79.5536,80.2091,13.81282997,14.00298023,14.19291019,14.63311958,14.96623039,15.04996967,15.20269966,15.30136013,15.2132597,15.25883961,15.31414986,15.30580044,15.1769104,15.20086956,15.26797009,15.41432953,15.48128986,15.43805981,15.47768021,15.53415012,15.9341898,16.26353073,16.62083054,16.84473038,16.97574043,17.17915916,17.20163918,17.22631073,17.31837082,17.4191494,17.4191494,17.4191494,6.371397351,6.551430225,6.736550184,6.921670143,7.106790102,7.291910061,7.47703002,7.66214998,7.847269939,8.032389898,8.217509857,8.402629816,8.587749775,8.772869734,8.957989693,9.236319542,9.324720383,9.414719582,9.460619926,9.498339653,9.611289978,9.717189789,9.719109535,9.808104992,9.897100449,10.06324005,10.13288021,10.18760014,10.24232006,10.46538496,10.68844986,10.68844986,38921.02108,39987.51627,39758.75278,38938.20742,38558.68938,39765.01251,40429.37618,41639.47083,43537.52966,45293.82288,46590.06036,48467.71536,48805.4682,49320.29642,49447.93963,49909.53995,50409.90645,50721.53343,48996.02311,46947.34527,46273.56322,44793.51866,43692.0968,43140.23437,44022.66653,45581.24946,46354.91236,48017.53829,48799.24684,48879.54003,43835.74762,45784.07701,,,,,0.748,0.753,0.761,0.769,0.782,0.788,0.783,0.788,,,,,14.99218579,14.9024746,14.5680795,13.97756587,12.9794516,12.97175568,12.63774534,12.64302265,,,,,15.38461538,15.29808774,14.97206704,14.26978818,13.20754717,13.21585903,12.90322581,12.9281768,3.429495811,3.35721159,3.252827168,3.039278269,3.122177362,2.966983795,2.990808487,2.986117601,2.961744785,2.938657045,2.867496014,2.883327961,,,,,19.00461,19.19271,18.56616,17.07892,16.86947,16.86947,15.73379,15.73379,19.74687,22.14397,23.90812,21.26914,22.84977,22.54773,22.14727,21.86766,19.10714,19.10714,19.31195,19.31195,14,0.188,0.181,0.17,0.162,0.151,0.144,0.141,0.141,0.142,0.152,0.129,0.134,0.131,0.132,0.123,0.124,0.125,0.128,0.122,0.112,0.105,0.095,0.089,0.084,0.079,0.074,0.07,0.068,0.062,0.056,0.056,0.057,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,4,11.679,10.726,9.877,9.081,8.255,7.701,7.561,7.822,8.046,8.717,9.285,9.934,10.219,10.843,11.121,11.565,12.191,13.021,13.372,11.98,10.888,9.757,9.079,8.381,8.073,7.628,7.255,6.932,6.184,5.941,5.979,6.281,32.471,32.46,34.562,35.094,36.311,36.777,37.293,38.046,38.384,39.074,40.668,39.533,42.11,43.617,44.999,46.501,47.918,48.976,50.365,51.462,52.161,52.819,53.444,53.384,53.115,53.134,53.05,52.631,52.419,52.689,51.613,52.654,65.737,64.999,66.077,65.582,65.039,64.159,64.213,64.343,64.56,64.854,65.529,65.295,65.999,66.785,67.174,68.117,68.381,68.552,68.711,67.836,67.341,66.819,66.335,65.625,65.047,64.837,64.292,63.891,63.719,63.428,62.071,62.412,24,0.661,0.664,0.669,0.686,0.689,0.692,0.702,0.709,0.704,0.702,0.708,0.707,0.703,0.697,0.702,0.698,0.7,0.703,0.72,0.743,0.759,0.766,0.781,0.781,0.783,0.786,0.794,0.8,0.804,0.815,0.813,0.819,12.68163804,13.08900524,13.34196891,12.16389245,12.67427123,13.06532663,12.46882793,12.25247525,13.40713407,14.1809291,14.18181818,14.81927711,15.70743405,16.72640382,16.82464455,17.88235294,18.22429907,18.06526807,16.27906977,13.70499419,12.55760369,12.1559633,10.64073227,11.25,11.42533937,11.58605174,11.2849162,10.81382386,10.76581576,10.24229075,9.56618465,9.502762431,5.897431352,6.130736238,6.339151671,6.101347647,6.396559724,6.722182708,6.386616098,6.679608914,6.867017101,7.404380777,7.627347859,7.58345463,7.954446591,7.927911275,8.188070913,8.398197756,8.06425603,8.112557693,7.310097497,6.383905998,6.04872279,6.047235763,5.927449256,5.385107847,5.452740796,5.821362504,5.591568752,5.887612925,5.776330933,5.38116921,4.468313378,4.468313378,17.9,18.44,18.63,16.52,17.26,17.66,16.83,15.86,18.12,18.84,18.53,19.98,21.41,23.48,23.37,25.19,26.64,26.03,23.58,19.47,17.5,16.61,13.68,15.85,15.96,15.75,15.42,14.11,13.99,13.48,13.48,13.48 +EST,Estonia,Very High,,31,0.732,0.729,0.719,0.71,0.712,0.725,0.742,0.757,0.764,0.773,0.787,0.797,0.807,0.816,0.826,0.839,0.847,0.853,0.856,0.856,0.861,0.871,0.874,0.88,0.879,0.882,0.885,0.887,0.891,0.896,0.892,0.89,69.8312,69.712,69.3445,68.5792,67.8846,68.7257,70.1448,70.732,70.2171,71.1147,71.3298,71.4185,71.8708,72.1579,72.6438,73.1971,73.4792,73.6051,74.412,75.1919,75.7485,76.4681,76.5454,77.1272,77.1406,77.6563,77.8201,77.976,78.1395,78.6693,78.3431,77.1436,13.13125992,12.87829018,12.83745956,12.39554024,12.58990955,12.90907955,13.30634022,13.73643017,14.16652012,14.40664959,14.98546982,15.42988968,15.63121033,15.71774006,15.87446976,16.12035942,16.06500053,16.1149292,16.10434914,16.18021965,16.39779091,16.50271988,16.50991058,16.42387962,16.21989059,16.11494064,16.06361961,15.9211998,15.91049004,15.92895985,15.92895985,15.92895985,9.655532811,9.900291752,10.14505069,10.38980963,10.63456858,10.87932752,11.13860606,11.3978846,11.65716314,11.91644168,12.17572021,12.34650517,12.51729012,12.68807507,12.85886002,13.02964497,13.20042992,13.21786022,13.25249004,13.32087994,13.33069038,13.3991003,13.44874001,13.53934956,13.44295025,13.48861027,13.51035023,13.55548,13.65631008,13.60237026,13.54843044,13.54843044,14002.39524,13019.00531,10715.52519,9873.967388,9941.125851,10714.38942,11358.34839,12546.47645,13308.77234,13232.41404,14343.06663,15348.37013,16735.13159,18328.27247,19903.35156,22401.96281,24970.23614,27118.50402,26732.76546,23779.67758,23797.52137,25900.41923,27110.35149,28361.78899,29532.96608,30361.38783,31594.42466,33040.70655,34552.40442,35879.58776,35131.82128,38048.26372,1,1.026,1.02,1.01,1.014,1.025,1.024,1.017,1.018,1.022,1.023,1.028,1.036,1.035,1.035,1.038,1.038,1.04,1.039,1.037,1.035,1.029,1.032,1.031,1.025,1.021,1.026,1.025,1.024,1.025,1.023,1.019,1.021,0.740086017,0.734214115,0.721692935,0.713748309,0.719599177,0.732831123,0.746721868,0.761894496,0.771079613,0.780687897,0.796001336,0.809002174,0.81941099,0.828188607,0.839562623,0.852697881,0.861923891,0.867076531,0.869743288,0.868248704,0.870437806,0.882338589,0.885285855,0.888487959,0.885114952,0.891617751,0.89409419,0.895941385,0.900543687,0.903764282,0.898930597,0.898020476,74.9411,74.9099,74.933,74.4389,74.175,74.9227,75.7738,76.1752,75.8161,76.7115,76.807,77.1688,77.4399,77.5744,78.087,78.506,78.8985,79.0599,79.5209,80.0282,80.4377,81.0217,81.141,81.2604,81.4457,81.7281,81.9893,81.9987,82.124,82.5955,82.2559,81.2311,13.98740989,13.4939815,13.01795959,12.55873013,12.9394598,13.23857975,13.66366959,14.21773481,14.77180004,15.0480299,15.81198978,16.40065002,16.70009041,16.86642075,17.0153904,17.22360039,17.21570015,17.24865913,17.25592041,17.31452942,17.40553093,17.43020058,17.41290092,17.26214981,17.03764915,16.91341019,16.84926033,16.71447945,16.71953964,16.76152992,16.76152992,16.76152992,9.532988234,9.803146074,10.07330391,10.34346175,10.61361959,10.88377743,11.16228012,11.44078282,11.71928551,11.9977882,12.25327969,12.44808308,12.64288648,12.83768988,13.03249327,13.22729667,13.42210007,13.45440006,13.53604031,13.67986012,13.69906044,13.75597954,13.78359032,13.92436981,13.92652035,13.95765972,13.94909,14.00973988,14.13679981,13.95890999,13.78102016,13.78102016,11097.6911,10268.66327,8337.83392,7693.602847,7752.258971,8327.20952,8774.607295,9628.360561,10144.74781,10123.58358,11155.54946,12000.53098,12997.64899,14132.0322,15608.0258,17793.67063,19601.21534,20988.5603,20759.86582,18591.26191,18310.7345,21226.47408,22100.29008,23112.54201,22130.95073,24648.64429,25498.20455,26641.01517,27954.41922,29237.78968,28577.50918,30995.40471,0.721496811,0.719909678,0.714255818,0.704043095,0.702050971,0.715939785,0.734316035,0.74875719,0.754380031,0.762967439,0.774254729,0.781165624,0.791328578,0.799831095,0.808665435,0.821496397,0.828875988,0.834449674,0.838758782,0.838733533,0.845991599,0.854730958,0.858602426,0.866421313,0.866712955,0.868930511,0.871901351,0.874681821,0.878459838,0.883754987,0.882115433,0.879365759,64.5222,64.3622,63.7208,62.8152,61.8734,62.7268,64.4746,65.1882,64.6152,65.4637,65.765,65.6548,66.2358,66.6343,67.0737,67.7058,67.9001,68.0026,69.0345,70.0111,70.6781,71.4837,71.5375,72.5414,72.4133,73.1381,73.2285,73.5382,73.7562,74.3353,74.0583,72.8152,12.27510995,12.26259885,12.66491032,12.23890972,12.25325966,12.59197998,12.96269989,13.27550507,13.58831024,13.7937603,14.19841957,14.50714016,14.61266041,14.61855984,14.77779007,15.05673981,14.95466995,15.02336025,14.99273968,15.0946703,15.43432999,15.61723995,15.64807034,15.62135983,15.43750954,15.35192013,15.31451035,15.17008018,15.14896965,15.14676952,15.14676952,15.14676952,9.778077388,9.997437431,10.21679747,10.43615752,10.65551756,10.8748776,11.11493199,11.35498638,11.59504076,11.83509515,12.07514954,12.21972958,12.36430963,12.50888968,12.65346972,12.79804977,12.94262981,12.93766975,12.91524029,12.89048958,12.89377022,12.97887039,13.0567503,13.10610962,12.9057703,12.96607018,13.02927017,13.06044006,13.13473034,13.20385027,13.2729702,13.2729702,17304.87219,16142.2595,13424.45334,12368.27219,12449.2806,13454.32958,14327.47766,15900.06288,16941.86745,16796.80465,17994.38026,19186.28426,21025.7089,23151.169,24844.77424,27705.68101,31150.08624,34176.01906,33605.57815,29740.08949,30089.28914,31251.0581,32837.88597,34352.19397,37961.68897,36849.59535,38496.93257,40255.16581,41947.84662,43284.02564,42412.1084,45866.20685,0.786,0.798,0.797,0.804,0.795,0.798,0.809,0.823,0.831,0.835,0.831,0.829,8.426208275,8.07907734,8.530754858,8.287929852,9.165698211,9.123555044,8.280842212,7.077702051,6.630156973,6.564204672,6.68923578,6.647519602,8.710801394,8.381171068,8.81006865,8.636363636,9.556313993,9.523809524,8.587570621,7.215332582,6.734006734,6.808035714,6.838565022,6.853932584,4.915424824,4.355072021,4.572894573,3.903639555,4.118584633,3.908805132,3.796676636,3.696776152,3.26402092,3.066164017,3.05070734,2.925558805,2.64778,2.51063,2.42599,2.33291,2.38509,2.46844,2.31246,2.07606,2.28057,2.28057,2.02737,2.02737,17.71542,17.37153,18.59338,18.62724,20.99342,20.99342,18.73339,15.46027,14.34588,14.34588,14.98963,14.98963,28,0.391,0.389,0.384,0.385,0.4,0.374,0.353,0.333,0.326,0.281,0.279,0.268,0.258,0.235,0.226,0.225,0.221,0.227,0.21,0.196,0.166,0.179,0.166,0.154,0.163,0.13,0.126,0.106,0.103,0.092,0.095,0.1,42,41,40,46,61,46,37,32,33,29,29,27,25,20,18,18,16,17,14,14,11,13,12,10,11,10,11,9,9,9,9,9,54.371,53.048,49.861,43.736,40.23,37.557,34.911,30.702,27.14,26.11,26.095,24.47,23.131,22.042,22.436,22.504,23.587,25.84,25.163,22.74,19.482,17.428,16.332,16.371,15.38,12.848,10.899,9.813,9.404,8.687,8.829,8.764,66.644,64.973,61.946,59.999,59.654,57.916,56.141,54.345,52.536,51.529,52.638,52.332,51.16,52.409,53.291,53.595,54.771,54.041,54.716,54.679,55.086,55.664,55.398,55.39,54.574,55.914,56.348,57.049,57.363,57.62,57.559,57.453,81.887,80.863,79.109,76.634,76.368,74.694,72.925,71.079,69.163,67.132,66.452,65.287,64.442,66.791,65.964,64.878,67.639,68.306,68.72,67.904,66.933,67.991,68.323,68.367,68.86,69.44,70.522,71.374,71.267,70.605,70.596,70.169,-34,,0.538,0.397,0.419,0.444,0.486,0.527,0.565,0.582,0.587,0.64,0.638,0.653,0.608,0.646,0.629,0.607,0.596,0.623,0.656,0.645,0.652,0.65,0.633,0.634,0.644,0.617,0.611,0.65,0.679,0.685,0.684,,26.20027435,44.78442281,40.98591549,37.64044944,32.96551724,28.97574124,25.36327609,23.82198953,24.06209573,18.67852605,19.94981179,19.08302354,25.49019608,21.79176755,25.02979738,28.33530106,30.12895662,27.21962617,23.36448598,25.08710801,25.1435132,25.62929062,28.06818182,27.87258248,26.98412698,30.28248588,31.11612176,27.04826038,24.21875,23.20627803,23.14606742,24.05359924,21.8465863,16.01465795,13.03958641,13.75094109,12.70941729,13.49651839,13.22654261,12.02894872,11.33482311,11.06787734,11.40041531,11.1004157,12.5534176,12.73705324,12.65535006,12.22969653,14.89381803,13.33912406,10.84388928,14.25965449,14.37882849,13.48764585,14.96358776,14.34743599,12.05740026,13.34384091,14.24029286,13.56431228,9.339055315,7.879475476,7.879475476,,22.06,71.2,67.54,59.47,50.89,41.17,33.92,32.41,34.08,22.81,25.04,23.68,35.13,27.01,34,41.76,41.39,37.57,33.22,31.66,31.42,34,36.93,37.56,39.23,44.31,44.54,36.99,37.53,37.53,37.53 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+GBR,United Kingdom,Very High,,18,0.804,0.809,0.816,0.82,0.828,0.828,0.834,0.842,0.848,0.855,0.862,0.868,0.873,0.878,0.889,0.895,0.894,0.897,0.9,0.906,0.912,0.908,0.909,0.922,0.924,0.924,0.927,0.93,0.929,0.935,0.924,0.929,75.7359,75.9098,76.3063,76.1627,76.7221,76.6164,76.8748,77.1418,77.277,77.3757,77.8525,78.1239,78.2411,78.334,78.9045,79.1116,79.355,79.5424,79.6652,80.1668,80.4008,80.8046,80.8659,80.9291,81.1602,80.9238,81.0747,81.1684,81.1254,81.725,80.4345,80.7422,13.6549902,13.92667007,14.27546978,14.48675315,14.69803651,14.90931988,15.12060324,15.33188661,15.54316998,15.8917799,16.09623909,16.1175499,16.10576057,16.08025932,16.5434494,16.62688065,16.06059074,15.86334991,15.9672699,16.11256027,16.36290932,15.72978973,15.67329979,17.6342907,17.48591042,17.32865906,17.41354465,17.49843025,17.24805069,17.30971909,17.30971909,17.30971909,9.635440148,9.724416059,9.81339197,9.902367882,9.991343793,10.0803197,10.20401792,10.32771614,10.45141436,10.57511258,10.69881079,10.95271766,11.20662453,11.4605314,11.71443827,11.96834514,12.24829374,12.52824234,12.80819094,13.08813953,13.21277046,13.18756962,13.33852959,12.83395004,12.88897991,12.97976335,13.07054679,13.16133022,13.24292692,13.32452361,13.4061203,13.4061203,30951.71296,30605.64788,31001.96039,31663.94445,33332.3481,31384.66716,31969.15701,34071.49387,35707.68553,36363.83257,37777.78716,38719.04616,39849.42208,41064.69224,41786.38488,42785.2434,43021.0528,43316.41229,42389.3105,40680.05753,41666.51526,41872.23405,41700.4797,42026.76323,43236.64235,44136.35045,44729.56153,45771.00186,46225.87833,47251.76897,42374.7622,45224.76564,1,0.97,0.97,0.969,0.97,0.971,0.97,0.972,0.972,0.979,0.974,0.974,0.978,0.975,0.976,0.977,0.975,0.977,0.976,0.974,0.966,0.964,0.964,0.965,0.966,0.98,0.969,0.97,0.972,0.972,0.974,0.987,0.987,0.789630516,0.79385401,0.801039513,0.805441804,0.813944515,0.813696002,0.819726203,0.827730284,0.838111132,0.84138348,0.849058192,0.856918518,0.860310104,0.865161754,0.877212199,0.883140117,0.882976437,0.884955464,0.887372163,0.886727278,0.89237819,0.88837862,0.889923073,0.903050444,0.913703108,0.906733596,0.910468879,0.914734914,0.914097455,0.920679537,0.916840075,0.921594468,78.504,78.6136,78.9624,78.7679,79.307,79.1863,79.4034,79.5821,79.7145,79.7611,80.1942,80.4203,80.5162,80.4883,81.0588,81.1966,81.4779,81.6235,81.6794,82.2004,82.3423,82.7273,82.6729,82.7763,82.9922,82.7336,82.8798,82.9925,82.9506,83.4731,82.4483,82.7722,13.71504021,14.02073956,14.36728001,14.58941507,14.81155014,15.03368521,15.25582027,15.47795534,15.70009041,16.09020042,16.37758064,16.44001961,16.45631981,16.54624939,17.04762077,17.14817047,16.61420059,16.37132072,16.42824936,16.5503006,16.74864006,16.12767982,16.05179977,18.12149048,17.94940948,17.77129936,17.87632942,17.98135948,17.73712921,17.82233047,17.82233047,17.82233047,9.625041302,9.702264726,9.77948815,9.900341922,9.978968066,10.05759421,10.1820856,10.306577,10.43106839,10.55555979,10.68005118,10.91156149,11.1430718,11.37458212,11.60609243,11.83760274,12.12371454,12.40982634,12.69593814,12.98204994,13.11940956,13.08041,13.27081966,12.74895,12.83813,12.94383653,13.04954306,13.1552496,13.25349967,13.35174974,13.44999981,13.44999981,21926.26001,21738.56002,22196.47481,22920.62592,24218.3517,22864.37225,23458.74723,25137.3684,28396.75123,27137.41451,27852.55701,29836.1395,29884.92125,30768.41688,31890.00956,32960.95267,33106.9028,33305.91706,32264.30789,27891.24044,28761.78315,28904.96441,29123.88536,29407.05539,34946.73149,31634.5652,32181.00019,33177.64633,33633.78626,35016.16309,35208.75366,37374.45051,0.81429438,0.818752742,0.826261442,0.829967413,0.838333754,0.838458034,0.84331523,0.851700072,0.855906052,0.864119646,0.871557371,0.876143162,0.881973808,0.886444446,0.898255753,0.905579988,0.903732194,0.90642084,0.910786512,0.918404637,0.925249159,0.921250632,0.922546188,0.935296303,0.932557787,0.935906213,0.938721661,0.941564279,0.940042877,0.945064607,0.929056361,0.93393288,72.8411,73.0805,73.5118,73.441,73.9952,73.9243,74.2187,74.5658,74.7141,74.8715,75.3775,75.6933,75.846,76.0625,76.6253,76.9036,77.1136,77.352,77.5504,78.0269,78.3572,78.7785,78.9672,79.0043,79.2516,79.0587,79.2139,79.3016,79.2655,79.931,78.4319,78.7168,13.59834957,13.83728981,14.18760967,14.38737981,14.58714994,14.78692007,14.9866902,15.18646034,15.38623047,15.69353962,15.81896973,15.80060959,15.75699997,15.61940956,16.04533005,16.11359978,15.51751995,15.3628397,15.51095009,15.67778015,15.97811031,15.33349037,15.29671955,17.14796066,17.02395058,16.88824081,16.95337582,17.01851082,16.76346016,16.80278015,16.80278015,16.80278015,9.645838994,9.746567392,9.84729579,9.948024188,10.04875259,10.14948098,10.20422468,10.34885528,10.47176032,10.59466537,10.71757041,10.99387383,11.27017726,11.54654007,11.92098694,12.29543381,12.52097784,12.74652186,12.97206588,13.1976099,13.30865002,13.30259991,13.4078598,12.9205904,12.94114017,13.0166467,13.09215323,13.16765976,13.23196316,13.29626656,13.36056995,13.36056995,40500.86023,39987.17813,40317.29657,40911.42368,42968.66055,40389.6694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+GNQ,Equatorial Guinea,Medium,SSA,145,,,,,,,,,,,0.512,0.522,0.534,0.537,0.545,0.556,0.569,0.578,0.582,0.586,0.579,0.585,0.592,0.594,0.598,0.603,0.603,0.601,0.601,0.605,0.599,0.596,50.8598,50.9695,51.1127,51.3077,51.4151,51.5915,51.7268,52.0606,52.3822,52.7524,53.2264,53.6364,54.0851,54.5812,55.0363,55.4644,56.0459,56.5398,57.0742,57.4312,57.8777,58.4121,58.8646,59.2236,59.5947,60.1032,60.4786,60.8205,61.1914,61.6444,60.7083,60.5943,,,,,,,,,,,7.077549934,7.217412569,7.357275204,7.497137839,7.637000475,7.77686311,7.916725745,8.05658838,8.196451015,8.33631365,8.476176285,8.61603892,8.755901555,8.89576419,9.035626825,9.17548946,9.315352095,9.45521473,9.595077365,9.73494,9.73494,9.73494,,,,,,,,,,,5.364,5.364,5.375647996,5.387295992,5.398943988,5.410591984,5.42223998,5.433887976,5.445535972,5.457183968,5.468831964,5.48047996,5.492152765,5.503850431,5.515573013,5.527320562,5.539093132,5.550890776,5.550890776,5.910863,5.910863,5.910863,3565.044156,3549.052859,3420.464139,3715.692003,3660.672098,3999.707401,4899.187314,8786.871458,10524.1856,13571.35657,10380.30292,12198.86091,15210.36391,14435.37642,16046.97793,19244.97593,24395.13773,27401.83123,26794.77059,26908.40292,19742.20078,20366.20055,21808.4842,21134.33022,20704.00467,21324.1916,19423.11989,16604.26721,15187.91496,13447.13572,12925.87114,12073.95993,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,52.4171,52.5161,52.6977,52.8718,52.9565,53.1785,53.3309,53.6751,53.9476,54.4136,54.936,55.2698,55.731,56.1878,56.638,57.0784,57.6834,58.2051,58.7722,59.1012,59.5834,60.1722,60.6467,60.9858,61.4518,62.0543,62.3319,62.832,63.0419,63.5396,62.9432,62.7256,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3.9758,3.9843,3.9928,4.0013,4.0098,4.0098,4.0184,4.0184,3.9391,4.194548476,4.194548476,4.194548476,2586.371538,2559.279527,2446.270968,2634.108578,2579.154475,2810.255671,3433.421183,6154.024377,7373.050752,9508.103621,7271.861642,8533.598354,10627.26615,10066.09638,11154.25987,13318.05911,16802.0291,18774.73145,18254.15596,18229.73643,13899.07793,14283.27675,15273.93287,14792.70051,14489.79286,14930.32329,13577.56104,11611.17207,10636.3459,9438.84119,8925.635957,8351.083447,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,49.3176,49.4377,49.5451,49.7599,49.889,50.0296,50.157,50.4893,50.8636,51.1563,51.5964,52.0721,52.509,53.0404,53.502,53.9188,54.4794,54.9495,55.4548,55.8405,56.2608,56.7465,57.1935,57.5848,57.8963,58.3429,58.8132,59.0459,59.5558,59.9836,58.8115,58.7813,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,7.245,7.245,7.2604,7.2759,7.2914,7.2914,7.3069,7.3069,7.1627,7.627197168,7.627197168,7.627197168,4571.726307,4566.135053,4420.603843,4825.079715,4765.998324,5207.747221,6378.298513,11426.11745,13661.72917,17590.09879,13430.13524,15762.54917,19628.49817,18613.55972,20690.55479,24831.49973,31508.57124,35441.33167,34718.02219,34928.94812,25124.4575,25943.05063,27763.72062,26882.77005,26310.20387,27069.12991,24657.48094,21063.00916,19243.67857,17012.93483,16488.92501,15398.90528,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,38.06473923,37.24565887,36.51246262,35.78303146,35.03219223,34.30583954,33.59202576,32.92351532,32.18571472,31.53940582,30.71678162,30.0848732,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1100,1040,979,920,849,742,662,599,547,493,454,421,392,370,357,344,331,322,314,310,308,308,305,300,295,296,301,301,301,301,301,301,184.778,185.112,185.353,185.011,184.866,184.046,183.812,182.663,181.452,180.357,178.464,177.675,176.326,176.117,177.202,177.692,175.803,175.232,174.103,173.074,171.755,170.478,168.734,167.097,163.445,161.13,158.434,156.047,152.601,148.872,143.936,139.706,49.498,49.463,49.397,49.333,49.313,49.351,49.437,49.576,49.732,49.868,49.974,50.052,50.138,50.203,50.239,50.256,50.328,50.406,50.468,50.521,50.582,50.626,50.713,50.803,50.887,50.978,51.008,51.085,51.169,51.251,49.414,49.926,65.623,65.574,65.574,65.554,65.419,65.152,64.743,64.229,63.707,63.255,62.888,62.579,62.267,62.012,61.819,61.667,61.394,61.115,60.88,60.678,60.48,60.319,60.098,59.885,59.695,59.504,59.418,59.264,59.111,58.969,58.149,58.483,-14,,,,,,,,,,,0.485,0.47,0.434,0.428,0.426,0.431,0.451,0.467,0.465,0.468,0.466,0.462,0.467,0.465,0.475,0.489,0.497,0.5,0.525,0.527,0.523,0.52,,,,,,,,,,,5.2734375,9.961685824,18.72659176,20.29795158,21.83486239,22.48201439,20.73813708,19.20415225,20.10309278,20.13651877,19.5164076,21.02564103,21.11486486,21.71717172,20.56856187,18.90547264,17.5787728,16.80532446,12.64559068,12.89256198,12.68781302,12.75167785,0.14859204,0.152365815,0.147455876,0.150476507,0.160601798,0.169640557,0.248597953,0.566882899,0.472361287,0.699073517,1.01545578,4.69266986,11.82030548,11.59504503,13.89554906,10.72504953,9.060849259,6.795653333,7.108057246,5.998342944,7.21038448,9.590182124,8.897187815,10.75628035,9.960909829,9.271518645,9.371204266,9.734849866,8.565327833,7.573677014,7.316756772,7.316756772,11.84,13.28,14.57,12.69,8.1,12.32,14.3,15.26,15.26,10.54,9.94,14,21.94,25.33,25.37,31.51,30.4,30.57,32.26,34.05,30.76,30.09,31.59,29.81,28.68,26.03,23.22,21.03,13.85,15.89,15.89,15.89 +GRC,Greece,Very High,,33,0.759,0.769,0.769,0.769,0.774,0.777,0.782,0.789,0.799,0.801,0.81,0.82,0.83,0.835,0.843,0.855,0.863,0.858,0.863,0.866,0.869,0.865,0.866,0.871,0.879,0.88,0.877,0.88,0.886,0.889,0.886,0.887,77.2959,77.3694,77.282,77.654,77.8029,77.8214,77.9568,78.3187,78.2311,78.3498,78.3771,78.8359,78.9691,79.0293,79.2893,79.5899,79.7073,79.612,80.049,80.2994,80.5102,80.5469,80.3409,80.9738,81.007,80.6676,81.1617,80.8501,81.3907,81.2489,80.9092,80.1106,12.38533974,12.93603039,12.83633995,12.63654995,12.80976963,12.81266975,12.96411991,13.13731003,13.81110001,13.7697401,14.15260983,14.51235962,15.09092999,15.1612196,15.48805046,16.18700981,16.37560081,15.86828995,16.16538302,16.46247609,16.75956917,16.86862946,17.16433907,17.34185982,17.89850044,18.26951504,18.64052963,19.10166931,19.50020027,20.02878952,20.02878952,20.02878952,7.580366438,7.722380161,7.867054428,8.011728695,8.156402963,8.30107723,8.445751497,8.590425764,8.735100031,8.879774298,9.024448565,9.169122832,9.313797099,9.458471366,9.603145633,9.747819901,10.10496998,10.05718994,10.10492039,10.15659523,10.20827007,10.30519748,10.40212488,10.49905229,10.59597969,10.74370956,10.25430012,10.54285765,10.83141518,11.11997271,11.40853024,11.40853024,24528.83261,25174.74986,25173.1825,24423.52532,24660.63167,24930.50637,25162.90375,25963.03183,26691.18888,26931.16778,28360.54842,29416.54118,30202.22156,31764.3232,33027.56012,33703.24653,35015.78853,35883.04843,35400.57145,34125.0631,32426.75908,28849.61236,27795.0881,27200.16825,27850.41613,28208.72,28194.52399,28461.45581,28566.21672,29102.85675,26680.88796,29002.48545,2,0.919,0.921,0.927,0.934,0.932,0.945,0.95,0.953,0.962,0.968,0.972,0.97,0.965,0.961,0.96,0.956,0.958,0.961,0.962,0.968,0.965,0.97,0.969,0.968,0.968,0.973,0.97,0.97,0.969,0.967,0.967,0.969,0.722449648,0.732270666,0.735916062,0.738713148,0.742867279,0.750665433,0.757876155,0.766015633,0.780037458,0.785365814,0.79531034,0.804038125,0.811722227,0.815322602,0.82339709,0.833166943,0.842284941,0.840025657,0.845415839,0.851361394,0.851523412,0.850942256,0.851745166,0.856090464,0.863489319,0.867709022,0.863238142,0.865441978,0.871241912,0.873714953,0.870379115,0.871930104,79.973,80.0527,80.0327,80.3799,80.5877,80.6477,80.898,81.1594,81.049,81.2188,81.3368,81.7871,81.9008,81.91,82.2495,82.6582,82.6894,82.6085,83.045,83.4263,83.4436,83.6318,83.355,83.9701,83.9804,83.5783,83.9174,83.5963,84.1227,83.8635,83.5386,82.8521,12.34218979,12.90623815,12.81427956,12.7264204,12.64982033,12.9249897,13.05609035,13.24499989,14.03969955,14.05856991,14.42187977,14.88175011,15.36641979,15.38395977,15.69250011,16.28170967,16.4085598,15.83351994,16.14964994,16.4604489,16.78190994,16.90748978,17.15275764,17.31731033,17.79460907,18.17179489,18.54898071,19.04327965,19.45849037,20.05644035,20.05644035,20.05644035,6.777835907,7.022918419,7.27332202,7.52372562,7.774129221,8.024532822,8.253516709,8.482500596,8.711484483,8.94046837,9.169452257,9.197869735,9.226287214,9.254704693,9.283122171,9.339170456,9.790320396,9.651949883,9.711009979,9.794350147,9.877690315,9.985362768,10.09303522,10.20070767,10.30838013,10.49843979,9.958479881,10.24307489,10.52766991,10.81226492,11.09685993,11.09685993,14311.50473,14174.864,14568.81131,14249.57553,14463.54307,14787.35787,15280.84923,15877.52272,16849.43464,17342.44434,18295.57553,18866.00712,19552.86369,20746.67066,22009.39187,22538.97973,23556.37246,26298.45733,25997.99348,26009.35791,24002.98272,22243.21166,21592.20299,21045.92752,21657.14135,22481.06581,22526.11419,22716.55744,22747.13994,22949.64712,20925.44813,22889.79217,0.786319847,0.795352607,0.793481437,0.790759658,0.796768653,0.793990288,0.797578986,0.803492599,0.810971282,0.811043196,0.818476579,0.828884673,0.84122827,0.848484638,0.857754426,0.871266137,0.879523601,0.873994416,0.878728662,0.879681527,0.882861476,0.8775178,0.878988251,0.884134496,0.89243861,0.892044196,0.889891611,0.892349936,0.898685248,0.903104511,0.900517622,0.900182194,74.7106,74.7835,74.6486,75.039,75.1434,75.1336,75.1808,75.6163,75.5523,75.633,75.5932,76.0542,76.2022,76.3034,76.4997,76.7149,76.8956,76.791,77.2211,77.3682,77.7217,77.6445,77.4943,78.1318,78.1834,77.8971,78.5067,78.2083,78.7577,78.7107,78.3822,77.4923,12.41559982,12.96582263,12.85700989,12.55220985,12.9588604,12.65225983,12.87854958,13.03732014,13.60007954,13.50302029,13.90449047,14.17304993,14.83780956,14.9556303,15.29916,16.10058022,16.34617043,15.90190983,16.18320656,16.46450329,16.74580002,16.84420967,17.17592049,17.37737083,17.99876022,18.36937046,18.7399807,19.16624069,19.54661942,20.00617981,20.00617981,20.00617981,8.382896969,8.421841903,8.460786837,8.49973177,8.538676704,8.577621638,8.637986285,8.698350932,8.758715579,8.819080226,8.879444874,9.140375929,9.401306985,9.66223804,9.923169096,10.18410015,10.44237041,10.48787022,10.52318001,10.54076004,10.55834007,10.64555764,10.73277521,10.81999278,10.90721035,11.00922966,10.57211971,10.8658247,11.15952969,11.45323467,11.74693966,11.74693966,34978.42184,36399.95475,35970.58325,34759.26346,34997.495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+HKG,Hong Kong,Very High,,4,0.788,0.794,0.802,0.811,0.819,0.825,0.831,0.837,0.839,0.843,0.851,0.856,0.859,0.864,0.872,0.879,0.887,0.894,0.899,0.9,0.907,0.914,0.918,0.924,0.93,0.935,0.938,0.944,0.949,0.952,0.949,0.952,77.4724,77.6981,78.0148,78.3262,78.7323,79.1505,79.4717,79.7453,80.1369,80.3446,80.7461,81.1114,81.2536,81.2243,81.4125,81.7707,82.0112,82.2309,82.3626,82.5886,82.993,83.2321,83.561,83.8058,84.0767,84.2888,84.539,84.8988,85.2456,85.2735,85.1968,85.4734,13.05466606,13.17232715,13.29104873,13.41084033,13.53171161,13.6536723,13.77673221,13.90090125,14.02618943,14.15260682,14.28016361,14.40887006,14.53873653,14.66977349,14.80199147,14.93540113,15.07001321,15.20583853,15.34288805,15.48117278,15.62070387,15.76149255,15.90355015,16.09333038,16.3194294,16.45096016,16.46666908,16.6324501,16.92947006,17.22212029,17.27816963,17.27816963,8.675597279,8.854880333,9.037868309,9.220856285,9.403844261,9.586832237,9.769820213,9.892756176,10.01569214,10.1386281,10.26156406,10.38450003,10.50743599,10.63037195,10.75330791,10.87624388,10.99917984,11.10687494,11.21457005,11.31379032,11.40386009,11.61520004,11.70422681,11.79325358,11.88228035,12.02414989,12.09660006,12.16905022,12.19762993,12.22620964,12.22620964,12.22620964,27558.87774,28616.7525,30020.79536,32847.8129,34298.86193,34853.65562,35125.66311,36533.31084,34444.54001,34763.9644,36507.37075,36932.28811,36731.6446,38444.16282,41486.85698,43693.74717,47392.02745,50586.26831,52685.52983,49679.91377,52272.87898,54802.55324,54722.85329,56334.58765,57612.88188,58445.62821,59624.80273,62449.73774,63907.66372,62717.72811,58643.85895,62606.8454,1,0.92,0.923,0.924,0.928,0.931,0.935,0.937,0.939,0.94,0.943,0.945,0.949,0.952,0.953,0.955,0.954,0.958,0.954,0.962,0.96,0.964,0.961,0.964,0.964,0.968,0.968,0.968,0.975,0.976,0.975,0.977,0.976,0.750810038,0.758784307,0.766464086,0.777404265,0.786571795,0.794744415,0.801313889,0.808148531,0.810788454,0.816420342,0.824891633,0.831879706,0.83674947,0.842057797,0.850490215,0.857097352,0.867252601,0.871545706,0.881393106,0.880752663,0.889829636,0.89576445,0.901335522,0.907197332,0.914939049,0.919377345,0.921498861,0.931983631,0.936785867,0.940141245,0.93784777,0.941077517,80.4061,80.5736,80.9322,81.3575,81.7652,82.236,82.501,82.771,83.1328,83.3646,83.7834,84.1918,84.3528,84.2616,84.4704,84.7427,85.0174,85.2313,85.3574,85.5211,85.9442,86.1828,86.5122,86.7536,86.9715,87.1518,87.4951,87.9349,88.3202,88.1288,88.2818,88.3257,12.73600267,12.86780569,13.00095101,13.13545208,13.27132248,13.4085759,13.54722619,13.68728733,13.82877343,13.97169874,14.11607767,14.26192475,14.40925465,14.55808219,14.70842236,14.86029025,15.01370114,15.16867044,15.32521372,15.48334669,15.64308522,15.80444534,15.96744325,16.19437981,16.46666908,16.64624977,16.69223022,16.83182907,17.14542961,17.48592949,17.57220078,17.57220078,7.76446927,7.981190205,8.203960228,8.426730251,8.649500275,8.872270298,9.095040321,9.234574318,9.374108315,9.513642311,9.653176308,9.792710304,9.932244301,10.0717783,10.21131229,10.35084629,10.49038029,10.61336517,10.73635006,10.84461021,10.96669006,11.17440033,11.27598031,11.3775603,11.47914028,11.61841011,11.69759989,11.77678967,11.81124496,11.84570026,11.84570026,11.84570026,16972.22239,17981.94682,18588.5803,20420.66557,21666.58926,22395.7576,22828.98125,23911.77533,22816.66491,23401.56677,24981.33139,25904.12259,26322.11375,27605.56375,29994.99749,31231.57104,34918.50233,35020.28808,39623.0092,36259.35839,39254.89792,39735.05877,40635.28017,41607.24973,43935.20286,44022.36547,43232.02785,50808.6066,52100.05186,51648.56096,48522.31501,51735.25652,0.816401368,0.822310472,0.829452739,0.837848592,0.844694248,0.850119174,0.855230472,0.86089582,0.862504131,0.866124238,0.872496602,0.8766238,0.879068149,0.88393671,0.890849194,0.898283458,0.904906551,0.913271986,0.916009615,0.917904368,0.923415456,0.931902188,0.934951874,0.940637133,0.945084303,0.949969245,0.951495887,0.955599402,0.960135769,0.963911762,0.959972304,0.964310833,74.6581,74.9619,75.2704,75.5176,75.9394,76.332,76.7128,76.9855,77.3881,77.5735,77.9472,78.2655,78.3888,78.4048,78.5719,78.9771,79.1751,79.3916,79.5318,79.8061,80.1845,80.4207,80.7406,80.9825,81.2888,81.5216,81.6884,81.969,82.2681,82.4685,82.2385,82.6613,13.37332945,13.47684862,13.58114644,13.68622858,13.79210074,13.89876869,14.00623823,14.11451518,14.22360543,14.3335149,14.44424954,14.55581537,14.66821842,14.78146478,14.89556059,15.01051201,15.12632527,15.24300662,15.36056238,15.47899888,15.59832253,15.71853976,15.83965705,16.02886963,16.21323967,16.30245018,16.29247093,16.48259926,16.75864983,17.00881004,17.03323936,17.03323936,9.565229485,9.713089943,9.863236046,10.01338215,10.16352825,10.31367435,10.46382046,10.57536745,10.68691444,10.79846144,10.91000843,11.02155542,11.13310242,11.24464941,11.3561964,11.4677434,11.57929039,11.67557526,11.77186012,11.86091995,11.92545986,12.14505959,12.22306983,12.30108007,12.37909031,12.52641964,12.59264469,12.65886974,12.68287468,12.70687962,12.70687962,12.70687962,37771.40368,38933.38074,41173.22325,45035.48164,46751.08209,47194.06879,47381.51418,49213.42572,46221.88218,46364.58998,48368.16817,48377.85317,47637.28637,49909.65944,53762.53504,57136.11452,60971.36274,67673.72949,67138.15791,64647.2388,66910.21159,71872.42171,70779.10522,73214.19208,73382.92315,75175.98241,78698.5661,75998.7358,77658.36617,75617.02022,70451.02448,75306.95731,,0.788,0.791,0.796,0.805,0.811,0.814,0.821,0.825,0.828,0.826,0.828,,13.31965114,13.29918712,13.28033568,12.86715281,12.68014339,12.66341888,12.51109397,12.49644021,12.45552219,12.43903793,12.42997802,,13.78555799,13.83442266,13.85281385,13.44086022,13.26203209,13.2196162,13.02966102,13.06638567,13.02521008,12.96101159,13.02521008,2.605719805,2.545839548,2.484447479,2.427893162,2.372759581,2.316095352,2.265921831,2.215929747,2.17196846,2.132227659,2.082774878,2.05559516,12.39056787,11.85039423,11.85039423,11.85039423,10.66597921,10.16161518,10.16161518,9.754632522,9.754632522,9.671619265,9.671619265,9.671619265,,25.56271964,25.56271964,25.56271964,25.56271964,25.56271964,25.56271964,25.56271964,25.56271964,25.56271964,25.56271964,25.56271964,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.607,7.22,7.528,7.605,7.314,6.383,6.018,5.88,5.366,5.198,5.113,4.443,4.276,4.073,3.997,3.516,3.267,3.305,3.341,3.302,3.503,3.262,3.116,3.613,3.482,3.643,3.554,3.204,2.592,2.396,1.837,1.584,46.627,47.807,46.297,46.574,47.252,47.536,47.808,48.055,48.71,48.844,48.98,50.653,51.935,51.595,51.816,51.915,52.627,53.062,53.149,53.241,51.908,52.943,53.529,54.479,54.535,54.721,54.78,55.05,55.105,54.939,54.163,53.524,79.016,78.842,78.116,78.27,77.765,76.535,76.002,75.861,75.784,74.427,73.045,72.926,72.49,71.965,71.66,71.06,70.933,70.449,69.708,69.442,68.507,68.401,68.696,69.186,68.811,68.806,68.575,68.315,68.512,67.424,66.183,65.771,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.739524066,4.907399729,5.612969307,5.866369877,5.180214004,5.139042314,4.673527241,4.840854354,6.065926216,6.523452939,6.097609156,5.671866945,5.891737637,6.424442393,6.163391388,6.459874728,6.162056312,6.370219948,6.217880246,6.004555903,5.750932593,6.158445121,6.065421022,6.250287426,6.376160355,5.899265739,5.989983906,5.824175283,5.797553627,5.61977334,4.16685063,4.16685063,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 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+HRV,Croatia,Very 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+ISR,Israel,Very 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+KIR,Kiribati,Medium,EAP,136,,,,,,,,,,,0.549,0.59,0.587,0.593,0.59,0.591,0.586,0.587,0.588,0.585,0.589,0.587,0.594,0.602,0.61,0.622,0.617,0.621,0.622,0.63,0.623,0.624,60.9174,61.4222,61.8931,62.321,62.6973,63.0135,63.2909,63.5751,63.854,64.136,64.4091,64.655,64.8402,64.9539,64.9893,64.9666,64.9058,64.8436,64.8335,64.8924,65.0161,65.1901,65.3776,65.5884,65.8147,66.0589,66.3316,66.5965,66.8545,67.1497,67.2659,67.4172,10.44217968,10.83154011,10.97579002,10.96735001,10.95890999,10.85208988,11.01930046,10.6796004,10.33990033,10.00020027,10.38836956,11.73746967,11.58656025,12.38922024,12.15614033,12.12123966,11.76896954,11.61940956,11.82483959,11.82276263,11.82068567,11.8186087,11.81653174,11.81445478,11.81237781,11.81030085,11.80822389,11.80614693,11.80406996,11.801993,11.801993,11.801993,,,,,,,,,,,6.807679113,6.908141952,7.01008735,7.113537184,7.218513657,7.325039297,7.433136966,7.541234635,7.649332304,7.757429974,7.865527643,7.865527643,7.865527643,7.865527643,7.865527643,7.865527643,7.865527643,7.865527643,7.865527643,7.984461822,7.984461822,7.984461822,1877.076693,1831.138665,2288.651043,2259.066259,2258.823159,2217.047675,2215.765405,2197.427498,2261.676514,2154.392668,2236.07937,3526.955715,3311.557766,3092.681588,2975.522746,2974.172053,2876.388874,2918.741537,2849.907607,2635.59129,2724.164428,2594.087007,2917.619539,3258.613856,3705.649317,4484.719183,3998.339731,4277.843684,4251.548646,4673.024716,4074.115486,4062.586034,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62.5088,63.0486,63.5362,63.9525,64.3271,64.6355,64.9141,65.2057,65.4886,65.7922,66.0653,66.2996,66.4761,66.5861,66.6209,66.597,66.5266,66.4681,66.4514,66.5168,66.6248,66.793,66.9657,67.1701,67.3872,67.6262,67.9378,68.2427,68.5207,68.782,68.9478,69.0959,10.50697041,10.97898006,11.11468983,11.14163335,11.16857688,11.1955204,11.38175011,11.06434345,10.7469368,10.42953014,10.78886986,12.29918957,12.04594994,12.84440041,12.74619961,12.53633976,12.21014977,12.15054035,12.24913979,12.26524944,12.2813591,12.29746875,12.31357841,12.32968806,12.34579772,12.36190738,12.37801703,12.39412669,12.41023634,12.426346,12.426346,12.426346,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59.2775,59.7433,60.195,60.6288,61.0023,61.3219,61.5951,61.8576,62.1201,62.3686,62.6294,62.8789,63.0571,63.1728,63.2085,63.1866,63.1288,63.0641,63.0587,63.1085,63.2426,63.4134,63.6074,63.8163,64.0439,64.2848,64.5142,64.7353,64.9698,65.2948,65.3484,65.504,10.37936974,10.6916399,10.84243011,10.73587004,10.62930997,10.5227499,10.66911983,10.30718327,9.945246696,9.583310127,9.995989799,11.20396996,11.15081978,11.95312977,11.59517002,11.72747993,11.35575962,11.11639023,11.42055988,11.40529698,11.39003409,11.37477119,11.35950829,11.34424539,11.32898249,11.31371959,11.2984567,11.2831938,11.2679309,11.252668,11.252668,11.252668,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.511,0.518,0.514,0.516,,,,,,,,,17.69722474,17.51534824,17.33153324,17.15409705,,,,,,,,,17.84565916,17.77777778,17.49598716,17.30769231,27.40062332,27.09345818,26.7592411,26.38279343,25.97592545,25.53634071,25.04630852,24.56849098,24.09827423,23.55264473,23.00119972,22.46889114,21.38,21.38,21.38,21.38,21.38,21.38,,,9.63653,9.63653,9.63653,9.63653,,,,,,,,,19.35687,19.35687,19.35687,19.35687,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,214,203,192,184,175,168,161,154,148,141,136,131,127,124,121,119,117,115,115,113,112,110,107,104,100,97,94,92,92,92,92,92,59.382,55.867,51.23,46.636,44.881,44.059,45.333,45.342,45.91,45.907,44.063,42.862,41.494,40.377,41.023,41.149,41.862,43.462,44.76,44.813,44.653,45.192,44.464,43.988,43.368,43.365,43.56,43.559,43.797,43.123,41.865,40.477,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.303646409,0.298322749,0.343043629,0.387130857,0.382313812,0.377134182,0.371494113,0.365545537,0.359409486,0.353275804,0.390729418,0.341436709,0.461645954,0.494940057,0.526326258,0.634974276,0.699066173,0.607332663,0.667793967,0.544535817,0.569568723,0.524788022,0.482241233,0.475447215,0.535912461,0.49544758,0.488429135,0.577725608,0.569302615,0.578040236,0.56992524,0.56992524,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +KNA,Saint Kitts and Nevis,High,LAC,75,,,,,,,,,,,,,,,,0.746,0.75,0.753,0.757,0.758,0.759,0.764,0.766,0.77,0.772,0.772,0.779,0.778,0.779,0.783,0.779,0.777,65.1875,66.1495,66.9718,67.5802,67.2936,67.1523,67.3127,67.8525,67.6902,68.7088,69.7815,70.1995,70.4518,70.7676,71.303,71.3616,71.2885,71.3668,71.3738,71.3927,71.2705,71.5378,71.669,71.457,70.9659,70.763,71.7405,71.8399,71.4671,71.5717,71.6266,71.6822,12.69515827,12.89924386,13.1066103,13.31731033,13.39694099,13.47657166,13.55620232,13.63583298,13.71546364,13.7950943,13.87472496,13.95435562,14.03398628,14.11361694,14.1932476,14.27287827,14.35250893,14.43213959,14.51177025,14.59273877,14.67415905,14.75603362,14.838365,14.92115576,15.00440845,15.08812564,15.17230994,15.25696394,15.34209028,15.42769157,15.42769157,15.42769157,,,,,,,,,,,,,,,,7.188100859,7.31505829,7.444258063,7.575739785,7.709543758,7.845711,7.98428325,8.1228555,8.26142775,8.4,8.4,8.4,8.4,8.5,8.662745,8.662745,8.662745,16158.29547,15573.09808,15870.94859,16711.09332,17415.83068,18371.41129,18939.01031,19892.8389,19242.33711,19595.6866,21382.2469,22135.55983,22072.57967,20648.14097,21564.12759,23569.26264,24421.80971,24469.21157,25740.42117,24470.42016,24254.5162,24533.43415,23949.32511,25112.64024,26349.63781,26383.79782,26913.35809,25739.42918,26371.81679,26727.53894,24474.88162,23358.33212,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,67.6097,68.6821,69.7396,70.2183,70.0554,70.0107,69.9959,70.5892,70.2264,71.0147,72.2904,72.8378,73.6723,74.4658,75.1957,74.6386,74.3173,74.6138,74.7684,74.9948,74.4338,74.6136,74.7947,75.196,74.9284,74.9211,75.941,75.9225,75.0846,75.195,75.2665,75.3413,12.46782251,12.79644071,13.1337204,13.47988987,13.57446054,13.66903121,13.76360188,13.85817254,13.95274321,14.04731388,14.14188455,14.23645522,14.33102589,14.42559656,14.52016722,14.61473789,14.70930856,14.80387923,14.8984499,14.99486452,15.09190308,15.18956962,15.2878682,15.38680293,15.4863779,15.58659726,15.6874652,15.78898589,15.89116357,15.99400249,15.99400249,15.99400249,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62.7784,63.6563,64.2698,64.9834,64.6017,64.3909,64.704,65.1925,65.2165,66.4448,67.3484,67.673,67.4465,67.3776,67.7551,68.3095,68.4529,68.3654,68.265,68.1289,68.3765,68.7219,68.8121,68.1277,67.472,67.1142,68.0358,68.2118,68.2058,68.2944,68.3217,68.3456,12.92568753,13.00231665,13.07940006,13.15694046,13.22359441,13.29024836,13.35690231,13.42355626,13.49021022,13.55686417,13.62351812,13.69017207,13.75682602,13.82347997,13.89013392,13.95678787,14.02344182,14.09009577,14.15674973,14.22436173,14.29229664,14.360556,14.42914137,14.49805431,14.56729636,14.63686911,14.70677414,14.77701304,14.84758739,14.9184988,14.9184988,14.9184988,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.15888977,8.962422371,8.457558632,9.087021828,10.35791492,11.15679741,7.617222786,7.471830368,8.310338974,8.151934624,8.054526329,7.958518505,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,80.441,75.844,70.744,69.943,67.982,68.964,67.828,69.993,71.388,72.675,71.544,67.656,63.815,60.864,58.225,55.716,53.323,50.696,49.141,47.745,46.161,45.142,43.438,42.27,41.802,41.586,41.64,41.163,40.66,40.289,39.388,38.154,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2.639409821,2.631565913,2.700936187,2.761152303,2.905303121,3.047963113,3.105356092,3.334577869,3.475625275,3.696519466,3.907292281,3.943361959,4.380825861,4.325186902,4.587470857,4.222634825,4.256955153,4.524676629,4.486458441,4.598860059,4.485066101,4.668230631,4.406759276,4.440603207,4.546224446,4.579809777,4.613268765,4.646363724,4.681260846,4.536092233,3.985789207,3.985789207,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +KOR,South Korea,Very High,,19,0.737,0.747,0.754,0.763,0.773,0.783,0.793,0.806,0.804,0.815,0.825,0.833,0.84,0.844,0.852,0.86,0.866,0.871,0.875,0.877,0.89,0.896,0.897,0.901,0.906,0.909,0.912,0.916,0.919,0.923,0.922,0.925,71.9401,72.4207,72.9564,73.283,73.6111,73.9409,74.2757,74.9707,75.4636,76.0027,76.4661,77.2697,77.5435,77.5473,78.006,78.5192,79.0754,79.48,80.0441,80.5759,80.763,81.2098,81.3473,81.8637,82.3781,82.5605,82.9259,83.2855,83.3427,83.6557,83.6089,83.6978,13.58104992,13.70800972,13.71677971,13.93517971,14.24011993,14.50240993,14.8838501,15.49927998,15.20499992,15.42980003,15.63064957,15.68307972,15.72852039,15.91106033,16.10050011,16.30055046,16.44425964,16.65792084,16.73542023,16.77609062,16.84815979,16.87137985,16.74004936,16.65020943,16.64546013,16.60309982,16.50547028,16.4816494,16.49395943,16.52173996,16.52173996,16.52173996,9.27328968,9.418097687,9.562905693,9.707713699,9.852521706,9.997329712,10.12222176,10.2471138,10.37200584,10.49689789,10.62178993,10.74614601,10.87050209,10.99485817,11.11921425,11.24357033,11.15105033,11.05853033,10.96601033,10.87349033,11.6382103,11.73383427,11.82945824,11.92508221,12.02070618,12.11633015,12.21428586,12.31303351,12.41257949,12.51293027,12.51293027,12.51293027,12641.31667,13865.72172,14567.79055,15412.08635,16649.35858,18043.99441,19287.69497,20246.02269,18907.77671,20978.02754,22801.04448,23724.11341,25490.7206,26163.70029,27465.43359,28433.86694,29901.61423,31488.49601,32281.54194,32312.88003,34443.54124,35598.27827,36410.47352,37248.45937,38144.21084,38948.32998,39959.57395,41124.36929,42115.21132,43163.03806,42698.12802,44500.93187,3,0.897,0.9,0.903,0.924,0.924,0.927,0.929,0.93,0.925,0.925,0.927,0.928,0.927,0.927,0.93,0.931,0.932,0.932,0.933,0.923,0.929,0.929,0.931,0.932,0.934,0.934,0.936,0.938,0.941,0.943,0.943,0.944,0.689430617,0.7003957,0.708338223,0.728151607,0.73833931,0.749270038,0.759845324,0.773065716,0.768034465,0.779365732,0.789815088,0.798020429,0.804460046,0.808730595,0.817879471,0.825638653,0.831511375,0.836766061,0.840987541,0.836311751,0.852195572,0.857346346,0.860095263,0.864359417,0.869616549,0.872070979,0.876516857,0.881488545,0.885916086,0.891479115,0.890969341,0.893687774,76.4043,76.8912,77.4055,77.5645,77.8857,78.1531,78.4398,79.0124,79.4189,79.8032,80.198,80.9684,81.0659,81.0518,81.5209,81.9343,82.5043,82.8305,83.4907,83.9838,84.1975,84.593,84.7415,85.1945,85.7117,85.7843,86.0955,86.3962,86.4504,86.7055,86.7019,86.7603,12.82516956,12.98526955,13.03769016,13.34525013,13.59554005,13.91765976,14.25092983,14.79113007,14.42127991,14.56550026,14.67747021,14.72688961,14.78971958,14.97614956,15.19056988,15.41187954,15.5622797,15.79028988,15.8881197,15.92940998,16.01057053,16.03019905,15.9362402,15.89122009,15.93206978,15.93994045,15.89490032,15.91374969,15.97784042,16.06004906,16.06004906,16.06004906,8.084269524,8.234223557,8.384177589,8.534131622,8.684085655,8.834039688,8.995927811,9.157815933,9.319704056,9.481592178,9.643480301,9.787674332,9.931868362,10.07606239,10.22025642,10.36445045,10.27032781,10.17620516,10.08208251,9.987959862,10.8644104,10.97289429,11.08137817,11.18986206,11.29834595,11.40682983,11.51852122,11.63130625,11.74519563,11.86020016,11.86020016,11.86020016,6540.419801,7219.776719,7679.000071,9996.668608,10858.02282,11855.85154,12781.52544,13596.36858,12340.76633,13877.24228,15436.28093,16180.7411,17345.60395,17594.11042,18683.67716,19391.63382,20486.65652,21538.07517,22096.51623,19625.43288,21050.69705,21803.16208,22518.21726,23097.24363,23627.10319,23970.53612,24959.44317,25957.17501,27064.1731,28230.02725,27967.05378,29299.89347,0.768998729,0.778395288,0.784618001,0.788400009,0.798793347,0.808104631,0.818114584,0.831462491,0.830489348,0.842469308,0.852308566,0.85997448,0.86736694,0.872171424,0.879403099,0.887030522,0.89245739,0.898297675,0.901369363,0.906349478,0.917563119,0.922676211,0.923568488,0.927057871,0.931170761,0.933848887,0.936395804,0.940010998,0.941880162,0.945334267,0.944470966,0.9471206,67.5036,67.9884,68.52,68.9731,69.31,69.6922,70.0683,70.8241,71.3717,72.026,72.5453,73.3477,73.7777,73.8324,74.2816,74.8738,75.4087,75.8714,76.3318,76.8793,77.0575,77.54,77.6816,78.2319,78.7251,79.0192,79.4333,79.8448,79.9344,80.3035,80.2428,80.3864,14.29572964,14.39015961,14.35688019,14.49149036,14.84957027,15.05840015,15.4881897,16.17531013,15.95594978,16.25778961,16.54169083,16.59535027,16.62598038,16.80443001,16.96884918,17.14668083,17.27898026,17.47191048,17.52072906,17.54970932,17.60317039,17.6217804,17.45282936,17.32094955,17.27249908,17.18226051,17.03570938,16.97458076,16.94371033,16.92740059,16.92740059,16.92740059,10.53159046,10.67256241,10.81353436,10.9545063,11.09547825,11.2364502,11.32085819,11.40526619,11.48967419,11.57408218,11.65849018,11.76884613,11.87920208,11.98955803,12.09991398,12.21026993,12.12369752,12.03712511,11.9505527,11.86398029,12.45993042,12.53853226,12.61713409,12.69573593,12.77433777,12.85293961,12.93301667,13.01359264,13.09467062,13.17625373,13.17625373,13.17625373,18692.22743,20451.22606,21393.40154,20776.4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+LCA,Saint Lucia,High,LAC,106,0.69,0.691,0.695,0.695,0.695,0.694,0.696,0.695,0.697,0.698,0.698,0.697,0.699,0.701,0.704,0.709,0.718,0.718,0.723,0.725,0.728,0.734,0.734,0.734,0.735,0.737,0.744,0.744,0.746,0.735,0.723,0.715,70.3261,70.6019,70.799,71.1142,70.9915,71.0024,70.9038,70.7747,70.6904,70.7094,70.7678,71.1345,71.472,71.7707,72.0276,72.2445,72.4654,72.5985,72.6977,72.7222,72.7196,72.944,72.8821,72.7353,72.8638,73.1381,73.1116,73.1275,73.3569,73.4449,73.416,71.1114,13.84337435,13.72099753,13.59970253,13.47947979,13.36031983,13.24115987,13.12199991,13.00283996,12.88368,12.76452004,12.64536008,12.52620012,12.40704016,12.2878802,12.16872025,12.42891026,12.78090954,12.60116005,12.76291382,12.9246676,13.08642137,13.24817514,13.40992892,13.57168269,13.73343647,13.89519024,14.3461504,14.04967022,13.99927044,12.93918991,12.86610985,12.86610985,6.565525952,6.654469967,6.744618918,6.834767869,6.92491682,7.01506577,7.105214721,7.195363672,7.285512623,7.375661574,7.465810525,7.555959476,7.646108427,7.736257377,7.826406328,7.916555279,8.00670423,8.096853181,8.187002132,8.277151083,8.367300034,8.363389969,8.359479904,8.355569839,8.387148221,8.418726603,8.450304985,8.481883367,8.513461749,8.545040131,8.545040131,8.545040131,10542.20907,10403.95061,11138.02825,10916.08186,11018.15952,10928.22021,11544.87993,11316.10732,11923.83887,12232.4876,12081.4834,11485.6162,11624.43831,11867.63418,12419.83475,12261.15077,13213.61333,13176.60524,13611.25403,13541.96931,13547.06624,14251.38425,13999.38477,13695.79921,13276.47931,12895.19596,13610.78582,14130.1393,14453.44581,14380.56973,11353.06871,12048.30381,1,0.963,0.964,0.97,0.969,0.968,0.97,0.968,0.962,0.963,0.968,0.974,0.979,0.984,0.988,0.989,1,0.999,0.996,0.994,0.994,0.997,0.995,0.994,0.991,0.992,0.99,1.013,1.017,1.015,1.013,1.011,1.011,0.672911012,0.673825931,0.680330979,0.680307026,0.680110455,0.680193236,0.681707793,0.678300772,0.680754785,0.68395048,0.685781556,0.687012835,0.690956432,0.694597017,0.698474739,0.706794055,0.71607914,0.71500009,0.719413422,0.722246991,0.726543585,0.730867784,0.731307646,0.730035809,0.73134597,0.732609196,0.74866539,0.749340348,0.750990985,0.739705331,0.726014806,0.718726697,72.4608,72.8576,73.4358,73.5936,73.3594,73.3986,73.0131,72.4187,72.3009,72.6539,73.135,73.9303,74.5677,75.0389,75.2868,75.4921,75.6989,75.7464,75.7352,75.8085,75.7071,75.7958,75.7236,75.7814,76.1044,76.4009,76.5822,76.7579,76.9681,77.058,77.055,74.7166,14.46112189,14.31475812,14.16987571,14.02645969,13.88449521,13.74253074,13.60056626,13.45860178,13.3166373,13.17467282,13.03270834,12.89074386,12.74877938,12.6068149,12.46485043,13.06007004,13.31746006,13.03265953,13.13037705,13.22809458,13.3258121,13.42352962,13.52124715,13.61896467,13.7166822,13.81439972,15.01648998,14.75926018,14.69305038,13.41032028,13.35690022,13.35690022,6.62215704,6.721950054,6.823246906,6.924543757,7.025840609,7.12713746,7.228434312,7.329731163,7.431028015,7.532324866,7.633621718,7.734918569,7.836215421,7.937512272,8.038809124,8.140105975,8.241402827,8.342699678,8.44399653,8.545293381,8.646590233,8.633523623,8.620457013,8.607390404,8.640251954,8.673113505,8.705975056,8.738836606,8.771698157,8.804559708,8.804559708,8.804559708,6777.774118,6702.669351,7248.58352,7180.038295,7324.228446,7340.276965,7839.185372,7761.793904,8257.079537,8551.441707,8528.398547,8185.142559,8396.645401,8688.317871,9207.52437,9196.582588,10020.35199,10096.5315,10536.50403,10587.46087,11116.45992,11805.3077,11789.39247,11256.81024,10923.91237,10620.62439,11219.84217,11656.16244,11869.00834,12068.42082,9390.700015,9990.617758,0.698973332,0.698995526,0.701254609,0.702134559,0.702237188,0.701565383,0.704602969,0.704766562,0.706744371,0.70641072,0.704157354,0.701532317,0.702095449,0.703382832,0.706327694,0.706622347,0.716944281,0.717757881,0.723416328,0.726353114,0.728685883,0.734785009,0.735554178,0.736299053,0.737443454,0.73995518,0.738965464,0.737121191,0.739604256,0.730450098,0.718296662,0.710892671,68.095,68.2647,68.127,68.588,68.5799,68.5817,68.7519,69.0574,69.0176,68.7476,68.4459,68.4508,68.5415,68.7036,68.9717,69.2037,69.4421,69.6518,69.8488,69.8444,69.9293,70.2612,70.2079,69.8945,69.8617,70.1074,69.9108,69.7927,70.0234,70.1,70.0419,67.8378,13.22899515,13.12895547,13.02967231,12.93113995,12.8333527,12.73556545,12.6377782,12.53999095,12.4422037,12.34441644,12.24662919,12.14884194,12.05105469,11.95326744,11.85548019,11.77725983,12.2258997,12.15867996,12.3852762,12.61187243,12.83846867,13.06506491,13.29166114,13.51825738,13.74485362,13.97144985,13.67168045,13.33629036,13.30755997,12.47004032,12.37703991,12.37703991,6.502089164,6.57983017,6.658500671,6.737171173,6.815841675,6.894512177,6.973182678,7.05185318,7.130523682,7.209194183,7.287864685,7.366535187,7.445205688,7.52387619,7.602546692,7.681217194,7.759887695,7.838558197,7.917228699,7.9958992,8.074569702,8.075559934,8.076550166,8.077540398,8.113065402,8.148590406,8.18411541,8.219640414,8.255165418,8.290690422,8.290690422,8.290690422,14423.50522,14215.07863,15139.35137,14757.19408,14813.18755,14611.57212,15346.38367,14959.50429,15679.32157,16000.16157,15717.41092,14861.06187,14919.90317,15106.96544,15686.38581,15371.66274,16449.37579,16291.81262,16714.11138,16516.83198,15991.2187,16710.66843,16222.35918,16151.40089,15648.0044,15191.13369,16027.68822,16635.04386,17074.69721,16729.77013,13350.46491,14146.97469,,,0.571,0.569,0.571,0.574,0.58,0.58,0.583,0.576,0.565,0.559,,,21.82516717,22.1291223,21.91226249,21.77447658,21.65995555,21.54309611,21.40988847,21.28735849,21.30441146,21.32341215,,,22.20708447,22.47956403,22.31292517,22.11668928,22.04301075,22.04301075,21.84986595,21.63265306,21.85338866,21.81818182,11.87806225,11.42263317,11.41218376,11.68582916,11.03524971,10.62189198,10.2783289,9.927750587,9.52812767,9.16053772,9.211696625,9.268698692,26.66745775,26.66745775,26.66745775,27.30567775,27.30567775,27.30567775,27.30567775,27.30567775,27.30567775,27.30567775,27.30567775,27.30567775,,,27.39586,27.39586,27.39586,27.39586,27.39586,27.39586,27.39586,27.39586,27.39586,27.39586,91,0.477,0.47,0.463,0.461,0.462,0.462,0.457,0.453,0.447,0.442,0.437,0.438,0.435,0.409,0.402,0.39,0.406,0.398,0.396,0.389,0.392,0.386,0.401,0.398,0.398,0.394,0.395,0.394,0.394,0.392,0.391,0.381,74,70,68,69,75,79,84,88,90,89,86,86,90,92,89,83,82,87,93,100,109,116,116,108,104,115,117,117,117,117,117,117,102.691,98.744,94.68,91.658,87.175,84.444,75.785,69.482,62.849,58.654,57.579,59.389,55.522,52.936,50.923,47.153,45.694,45.207,42.173,41.246,40.43,39.74,39.099,38.761,40.487,39.705,39.327,38.726,38.533,38.493,37.408,36.918,48.242,48.302,48.815,49.335,49.857,50.378,50.905,51.427,51.947,52.469,52.996,53.521,54.36,55.196,56.027,56.852,57.673,58.49,59.305,60.117,60.93,61.744,64.535,63.365,63.699,64.032,64.363,64.693,64.773,65.079,62.769,63.158,78.66,78.504,78.197,77.898,77.596,77.289,76.988,76.675,76.355,76.034,75.717,75.395,75.128,74.86,74.585,74.306,74.024,73.741,73.458,73.177,72.903,72.632,73.722,75.392,75.573,75.753,75.932,76.11,76.679,74.113,73.189,73.228,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.300825967,1.334761956,1.499082957,1.635183287,1.793042603,1.871042418,1.969442466,1.942311133,2.107096412,2.151166167,2.220903598,2.270023202,2.252747942,2.350900143,2.490730212,2.376619324,2.48136122,2.535328891,2.499955885,2.467875578,2.799264727,2.77599918,2.77945722,2.745207393,2.712623951,2.679566339,2.706916856,2.794246051,2.800059377,2.719514197,2.395617202,2.395617202,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +LIE,Liechtenstein,Very High,,16,,,,,,,,,,,0.873,0.888,0.891,0.895,0.907,0.901,0.905,0.907,0.917,0.911,0.913,0.918,0.923,0.922,0.92,0.924,0.923,0.933,0.928,0.94,0.933,0.935,75.8628,76.5068,77.2209,76.6858,78.6279,77.5759,76.8357,76.0915,77.8321,79.2801,76.9804,79.4788,79.8533,80.1791,82,80.8225,81.16,81.5032,82.8849,81.6802,81.9987,81.9326,82.4981,82.425,82.2187,82.8061,82.3932,83.8916,83.1462,84.3094,82.797,83.2575,,,,,,,,,,,13.95551359,14.0411227,14.12725698,14.21391964,14.46243,14.29856014,14.46555042,14.42228985,14.65060997,14.48534966,14.51568985,14.84086037,15.02554035,14.83032513,14.6351099,14.71424007,14.7209301,14.88391018,14.62086964,15.18157005,15.18157005,15.18157005,10.44884215,10.51662174,10.584841,10.6535028,10.72260998,10.79216545,10.86217212,10.9326329,11.00355075,11.07492863,11.14676952,11.2200206,11.29327168,11.36652276,11.43977383,11.51302491,11.58627599,11.65952707,11.73277815,11.80602922,11.8792803,11.95253138,12.02578246,12.09903353,12.17228461,12.24553569,12.31878677,12.39203784,12.46528892,12.53854,12.53854,12.53854,86898.22707,90463.72151,90095.67947,89361.04078,90233.13581,90630.95653,93346.84613,101287.7941,112134.1456,120086.953,124090.482,111780.8032,107554.8731,101360.7635,100188.7953,107644.6536,119446.3713,132438.9834,128464.7415,109025.1935,114105.8603,101656.9339,90018.01203,102002.0218,105224.7206,106691.3759,126592.3497,141328.1835,144933.8638,146186.9796,142613.9109,146829.7006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,79.5099,79.0821,79.3768,79.1835,81.7195,79.9036,81.6206,80.4117,82.1123,82.9128,79.9036,82.4041,82.3071,81.6206,85.1031,84.1228,83.1177,83.6242,85.5161,83.6242,84.3201,84.2216,85.2069,83.9243,83.2197,84.5161,84.0237,86.0246,85.5161,85.8222,85.0059,85.35,,,,,,,,,,,12.95607523,13.02947694,13.10329451,13.17753029,13.39875031,12.92646027,13.3913002,13.40921021,13.53647041,13.45590973,13.39752007,13.71267986,13.83992004,13.65241003,13.46490002,13.3551302,13.41154003,13.74794006,13.57310009,14.16571045,14.16571045,14.16571045,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,72.1768,73.705,74.7767,73.9699,75.3125,75.0008,72.3169,71.945,73.6454,75.5192,73.9449,76.3308,77.1185,78.4175,78.6191,77.408,78.9193,79.1181,80.0006,79.5124,79.5124,79.5124,79.708,80.7172,81.0203,80.9196,80.6157,81.6193,80.7172,82.6034,80.5651,81.101,,,,,,,,,,,15.00892727,15.0968653,15.18531857,15.27429008,15.53600025,15.69711971,15.51327038,15.44143963,15.72144032,15.4872303,15.64583015,15.98398972,16.21607971,16.04432487,15.87257004,16.07325935,16.05217934,16.02539063,15.66193008,16.17333984,16.17333984,16.17333984,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.764305115,5.784716606,5.519098282,5.517054558,5.603754997,5.33055687,5.517644882,4.83685112,5.168003082,4.640066147,4.56967926,4.739531994,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.884,6.934,6.874,6.604,6.554,6.371,6.603,6.756,6.583,6.725,6.663,6.239,5.686,5.014,5.088,4.979,4.381,4.093,3.936,4.766,3.669,4.308,3.601,3.203,3.502,3.089,3.587,3.136,3.455,3.151,3.052,3.019,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.911320296,7.076031414,7.002673163,7.173644704,6.609807402,6.612694301,6.570116116,6.860508954,7.094487945,6.913851506,6.534775796,6.397830234,6.493993329,6.710753475,6.65766864,6.595511768,6.607663712,5.700088026,6.187307942,5.747193999,5.300327832,4.869809605,5.059948109,5.211999783,4.330118475,4.259941286,3.971267725,4.107936508,3.753890794,3.903311502,3.698331935,3.698331935,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +LKA,Sri Lanka,High,SA,73,0.636,0.641,0.65,0.658,0.663,0.666,0.672,0.678,0.683,0.691,0.688,0.69,0.694,0.699,0.683,0.71,0.714,0.719,0.721,0.713,0.737,0.744,0.751,0.756,0.76,0.764,0.767,0.771,0.776,0.778,0.78,0.782,71.9268,71.7512,72.5298,73.052,72.8818,72.2601,72.2615,72.1364,72.081,72.6183,70.355,70.7866,71.1165,71.3726,67.0914,72.1182,71.9693,72.0488,71.7288,69.1873,73.215,73.38,73.9058,74.2388,74.6508,74.9275,75.3314,75.4035,75.748,76.0084,76.3929,76.3991,11.24841313,11.36073368,11.47417581,11.5887507,11.70446968,11.82370156,11.94293344,12.06216532,12.1813972,12.30062908,12.41986096,12.53909284,12.65832472,12.7775566,12.89678848,13.01602036,13.13525224,13.25448412,13.373716,13.49294788,13.61217976,13.72367954,13.7407198,13.96959972,13.92172654,13.87385337,13.82598019,13.90752983,14.11106968,14.13990486,14.13990486,14.13990486,8.174521818,8.355011902,8.535501986,8.71599207,8.896482153,9.076972237,9.286844428,9.496716618,9.706588809,9.916460999,10.12633319,10.16411018,10.15491445,10.14571871,10.13652297,10.12732724,10.1181315,10.10893576,10.09974003,10.19462967,10.23958833,10.28454699,10.32950565,10.37446431,10.41942297,10.46438163,10.50934029,10.57874966,10.64155006,10.63134003,10.82730007,10.82730007,3857.335366,3982.342083,4134.343499,4383.200867,4557.97796,4740.089196,4881.180656,5177.27301,5368.480423,5557.070543,5850.024609,5723.106272,5918.854008,6253.377245,6534.764141,6872.356869,7332.785758,7795.922241,8104.579428,8424.438251,9041.182312,9746.385707,10541.47321,10748.55286,11181.46391,11600.29333,11961.24757,12250.94548,12509.74227,12699.55204,12208.46787,12578.22055,3,0.956,0.945,0.94,0.927,0.945,0.932,0.933,0.955,0.959,0.947,0.947,0.95,0.949,0.95,0.94,0.959,0.96,0.972,0.966,0.966,0.951,0.955,0.951,0.96,0.961,0.964,0.959,0.962,0.957,0.955,0.955,0.949,0.619821686,0.618383756,0.62420877,0.62642025,0.64017656,0.634741117,0.640690509,0.657702046,0.664885327,0.666967555,0.663203796,0.666947969,0.670685908,0.676307608,0.656828283,0.691522654,0.694610526,0.705526792,0.7027134,0.695116566,0.712804208,0.721249801,0.725877427,0.73522743,0.740094256,0.745169474,0.745776259,0.750371847,0.752406677,0.753718321,0.755461635,0.754666487,77.0811,77.2049,77.5102,77.7084,77.6604,77.5782,77.4513,77.4909,77.4099,77.6,75.1097,75.6083,75.8353,76.0331,70.5757,76.6671,77.1097,77.2588,77.4996,74.8387,77.5962,77.8014,78.1475,78.6192,78.8129,78.9706,79.3554,79.3165,79.4933,79.7426,80.1109,79.5018,11.35298713,11.47063889,11.5895099,11.70961277,11.83096027,11.95613277,12.08130527,12.20647776,12.33165026,12.45682275,12.58199525,12.70716774,12.83234024,12.95751274,13.08268523,13.20785773,13.33303022,13.45820272,13.58337522,13.70854771,13.83372021,13.90808964,14.06330967,14.30373955,14.2378397,14.17193985,14.10604,14.26626015,14.46010971,14.49209703,14.49209703,14.49209703,7.748461393,7.952423606,8.156385819,8.360348032,8.564310245,8.768272458,8.99746711,9.226661762,9.455856414,9.685051065,9.914245717,9.956299782,9.958525521,9.960751261,9.962977001,9.96520274,9.96742848,9.969654219,9.971879959,10.06060982,10.12339415,10.18617848,10.24896281,10.31174714,10.37453147,10.4373158,10.50010014,10.55599022,10.63689995,10.57141972,10.83043003,10.83043003,2637.977677,2420.593674,2462.763119,2386.169529,2801.436436,2452.891664,2554.847876,3127.666972,3318.031799,3195.136326,3340.814004,3344.415613,3431.894195,3635.825195,3834.933453,4285.875387,4288.472937,4980.132195,4584.804195,4727.047207,5036.06948,5580.909109,5675.348961,6108.525909,6527.238632,7022.532116,6883.835686,7202.585632,7028.797988,7106.23949,6786.579686,7004.61099,0.648140002,0.65406202,0.664279865,0.675682699,0.677078709,0.681250957,0.68656121,0.689040959,0.693624855,0.70393527,0.700416939,0.702203815,0.706954855,0.712036737,0.698812176,0.720940312,0.723831621,0.725962568,0.727727328,0.719884453,0.749785534,0.755477597,0.762963036,0.766258122,0.770224011,0.772881935,0.777399592,0.779850184,0.786622527,0.789542369,0.790938958,0.794880643,67.7387,67.304,68.3748,69.1174,68.865,67.8236,67.9113,67.6508,67.5838,68.3061,66.2164,66.6194,67.0124,67.2873,63.9683,68.0678,67.4615,67.4835,66.6824,64.2448,69.2172,69.3478,69.9807,70.1794,70.6982,71.0269,71.407,71.54,71.9833,72.2268,72.5966,73.1101,11.15153513,11.25772986,11.36493587,11.4731628,11.58242035,11.69483906,11.80725777,11.91967648,12.03209519,12.14451391,12.25693262,12.36935133,12.48177004,12.59418875,12.70660746,12.81902617,12.93144488,13.04386359,13.15628231,13.26870102,13.38111973,13.5310297,13.41458988,13.63088989,13.6017065,13.57252312,13.54333973,13.54753017,13.76060009,13.78702118,13.78702118,13.78702118,8.541575927,8.700100901,8.858625876,9.01715085,9.175675825,9.334200799,9.536528727,9.738856655,9.941184583,10.14351251,10.34584044,10.38129997,10.36216995,10.34303992,10.3239099,10.30477987,10.28564984,10.26651982,10.24738979,10.35054016,10.37533011,10.40012005,10.42491,10.44969995,10.47448989,10.49927984,10.52406979,10.60875034,10.65071011,10.70355988,10.82703018,10.82703018,5054.534847,5520.298103,5785.173491,6360.389544,6301.2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+LTU,Lithuania,Very High,,35,0.734,0.729,0.714,0.697,0.693,0.701,0.717,0.732,0.744,0.753,0.766,0.776,0.786,0.8,0.809,0.817,0.823,0.83,0.84,0.839,0.842,0.849,0.851,0.854,0.861,0.862,0.868,0.876,0.88,0.884,0.879,0.875,71.0085,70.5662,70.4432,68.9906,68.9107,69.3271,70.2314,70.9131,71.1886,71.5625,72.0888,71.7902,71.8008,72.1439,72.228,71.7418,71.5768,71.5366,72.417,73.1775,73.4236,73.9256,74.2029,74.3116,74.8426,74.6103,74.8816,75.4399,75.6767,76.2119,75.0676,73.7201,12.84978008,12.63996983,12.19863033,11.84232998,11.76371002,11.97601032,12.40145016,12.92078018,13.39538956,13.84819984,14.40340996,14.95748997,15.43988037,15.94620037,16.04578018,16.37878036,16.69487,16.69595909,16.72579956,16.83357048,16.79044914,16.85102081,16.67333031,16.60783958,16.46250916,16.4450798,16.49953079,16.63731003,16.56925011,16.28506088,16.28506088,16.28506088,9.163519754,9.336793582,9.51006741,9.683341238,9.856615066,10.02988889,10.21427002,10.39865114,10.58303227,10.76741339,10.95179452,11.13617564,11.32055677,11.50493789,11.68931902,11.87370014,12.01453018,12.15880966,12.2985096,12.32283974,12.45812035,12.57373047,12.56449986,12.58769035,12.8023901,12.95541,13.10509968,13.18838978,13.29162661,13.39486345,13.49810028,13.49810028,15372.70508,14515.93603,11472.76501,9649.289894,8749.794986,9057.384378,9955.970747,11067.73287,11905.08217,12004.8005,12815.86855,13815.5806,14974.65542,16462.18601,18470.36986,20467.18814,21892.72195,24341.03324,25922.42946,23068.45458,23319.32486,24538.41744,25601.69818,26958.98289,28610.72871,29301.09772,30786.23947,32541.17287,33963.01256,35705.28941,36076.54329,37931.30359,2,,,,0.994,1.001,1.003,1.003,1,1.003,1.009,1.011,1.017,1.015,1.018,1.019,1.024,1.028,1.032,1.027,1.027,1.033,1.027,1.025,1.022,1.023,1.023,1.023,1.02,1.02,1.022,1.028,1.03,,,,0.69460704,0.694432187,0.70131502,0.716764045,0.731072859,0.743608281,0.7544872,0.768774497,0.78078261,0.790827204,0.805716253,0.815076963,0.825587967,0.834098755,0.842523487,0.849718421,0.849168162,0.855179804,0.859272411,0.860649706,0.862213904,0.869666953,0.871241598,0.877315264,0.883498075,0.887874574,0.892726354,0.891010548,0.887521885,76.1298,76.1085,76.1553,75.1287,75.2713,75.4008,76.0947,76.4257,76.5599,76.9477,77.4123,77.545,77.4599,77.861,77.8584,77.692,77.524,77.8085,78.1126,78.7235,78.802,79.2415,79.4154,79.4606,79.7991,79.5034,79.7719,79.9166,80.1006,80.6318,80.0256,78.775,,,,11.87710953,12.10083961,12.3245697,12.80809021,13.28143978,13.85865021,14.3344698,14.91240978,15.5051403,15.98719025,16.50449944,16.71352005,17.11347008,17.4409008,17.47043037,17.5203495,17.61376953,17.5130806,17.53743935,17.29707909,17.16305923,16.98225021,16.93668938,16.92201042,17.0777092,17.02736092,16.73283958,16.73283958,16.73283958,8.707357458,8.895924435,9.084491412,9.273058389,9.461625365,9.650192342,9.858725234,10.06725813,10.27579102,10.48432391,10.6928568,10.89029752,11.08773824,11.28517895,11.48261967,11.68006039,11.90336037,12.02875996,12.19009972,12.25753021,12.41851044,12.53085041,12.53839016,12.56435966,12.79854965,12.96389961,13.15966034,13.25319004,13.36330001,13.47340997,13.58351994,13.58351994,11593.98655,10945.06029,8648.299806,7282.118115,6610.235136,6840.377482,7517.842961,8356.85709,8991.897532,9368.480375,10149.12289,10863.58848,11663.6559,13046.00536,14392.6756,15975.51374,17237.21311,19060.20981,20353.13039,18485.04616,20206.01679,20383.79149,21372.81936,22294.45997,24432.10258,25238.10693,26589.57337,28185.78185,29685.59552,31814.61216,31943.85057,33891.36872,,,,0.698496578,0.69345262,0.699163199,0.714780766,0.730814035,0.741444231,0.748064045,0.760093033,0.767737717,0.779003921,0.791127299,0.800245863,0.805894559,0.811163367,0.816514134,0.827770406,0.826804577,0.827484808,0.836872915,0.839388696,0.843481719,0.84978547,0.851398169,0.857217565,0.866543876,0.870098355,0.873096539,0.86682658,0.861661897,65.7571,64.9884,64.7368,63.0464,62.8098,63.4085,64.4226,65.351,65.742,66.0895,66.6462,66.0289,66.1244,66.4134,66.5701,65.8892,65.7459,65.487,66.7322,67.5639,67.9461,68.4812,68.8451,69.0224,69.6935,69.5573,69.8333,70.7336,71.0247,71.5508,70.0673,68.7778,,,,11.81179047,11.72452545,11.63726044,12.08633995,12.56744003,12.94161034,13.37306976,13.90608025,14.42203045,14.89922047,15.39301968,15.38558006,15.65380955,15.95736027,15.92720032,15.93966961,16.06228065,16.07390976,16.17873955,16.06531906,16.07003975,15.96111012,15.97107029,16.08901978,16.21225929,16.13091087,15.85984993,15.85984993,15.85984993,9.759219476,9.912610397,10.06600132,10.21939224,10.37278316,10.52617408,10.65511138,10.78404867,10.91298597,11.04192327,11.17086056,11.35982039,11.54878022,11.73774005,11.92669988,12.11565971,12.15357018,12.32145023,12.43408012,12.40435982,12.50751972,12.62736034,12.59761047,12.61740017,12.80725956,12.94464016,13.03598976,13.10665035,13.20283349,13.29901663,13.39519978,13.39519978,19628.02744,18541.08117,14661.86717,12328.35863,11178.47033,11581.42053,12739.06616,14169.35568,15244.97706,15034.07311,15888.03174,17226.32564,18811.79716,20432.31285,23221.52559,25714.34416,27345.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+LUX,Luxembourg,Very 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+LVA,Latvia,Very 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+MHL,Marshall Islands,Medium,EAP,131,,,,,,,,,,,,,,,,,,,,,,0.633,0.628,0.632,0.633,0.638,0.637,0.638,0.639,0.64,0.639,0.639,62.1758,62.2817,62.3834,62.4759,62.5584,62.774,63.0339,63.2253,63.3636,63.48,63.2748,63.6425,63.7195,63.7451,63.6954,63.5852,63.4894,63.3597,63.2355,63.2295,63.2261,63.2558,63.3733,63.4642,63.6229,63.8274,64.0569,64.2696,64.5001,64.7458,64.977,65.2688,,,,,,,,,,,,,12.16722965,12.05382319,11.94041673,11.82701027,11.71360381,11.60019734,11.48679088,11.37338442,11.25997796,11.1465715,11.03316503,10.91975857,10.80635211,10.69294565,10.57953919,10.46613272,10.35272626,10.2393198,10.2393198,10.2393198,,,,,,,,,,,,,,,,,,,,,,10.88313961,10.88313961,10.88313961,10.88313961,10.88313961,10.88313961,10.88313961,10.88313961,10.88313961,10.88313961,10.88313961,3882.06304,3794.526435,4013.924691,4223.778283,4457.689088,4822.140558,4338.127309,4130.505064,4241.190962,4288.376549,4349.440668,4555.632878,4485.781282,4360.960214,4301.059971,4414.667322,4270.59709,4401.900551,4001.182216,4129.404839,4242.328294,4240.101358,3956.773561,4238.739586,4361.535384,4747.619065,4714.772323,4771.761214,4852.882347,4956.337016,4727.402503,4619.535393,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,65.4765,65.3827,65.2422,65.0866,65.0643,65.1832,65.3698,65.5167,65.7177,65.9228,65.7204,66.1383,66.2573,66.2568,66.076,65.7609,65.4901,65.2898,65.1241,65.1115,65.119,65.1777,65.2713,65.3603,65.4934,65.7046,65.9056,66.1205,66.3548,66.6076,66.8825,67.1997,,,,,,,,,,,,,12.16956997,12.06394409,11.95831821,11.85269232,11.74706644,11.64144056,11.53581468,11.4301888,11.32456291,11.21893703,11.11331115,11.00768527,10.90205939,10.7964335,10.69080762,10.58518174,10.47955586,10.37392998,10.37392998,10.37392998,,,,,,,,,,,,,,,,,,,,,,10.70687008,10.70687008,10.70687008,10.70687008,10.70687008,10.70687008,10.70687008,10.70687008,10.70687008,10.70687008,10.70687008,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59.4569,59.7137,60.0018,60.2901,60.4616,60.756,61.0755,61.3066,61.4016,61.454,61.253,61.577,61.6191,61.6631,61.7146,61.765,61.8109,61.7455,61.6643,61.6717,61.668,61.6872,61.8271,61.9244,62.1063,62.307,62.5587,62.7699,62.9964,63.2329,63.4261,63.6922,,,,,,,,,,,,,12.16022015,12.0395684,11.91891665,11.7982649,11.67761315,11.5569614,11.43630965,11.3156579,11.19500615,11.0743544,10.95370265,10.8330509,10.71239915,10.5917474,10.47109565,10.3504439,10.22979215,10.1091404,10.1091404,10.1091404,,,,,,,,,,,,,,,,,,,,,,11.05574989,11.05574989,11.05574989,11.05574989,11.05574989,11.05574989,11.05574989,11.05574989,11.05574989,11.05574989,11.05574989,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,20.8083744,20.67235756,20.45575905,20.21379852,19.91314697,19.59774399,19.25924683,18.91902351,18.55545425,18.20243454,17.8416729,17.46094704,,4.779338113,4.779338113,4.779338113,4.779338113,4.779338113,4.779338113,4.779338113,4.779338113,4.779338113,4.779338113,4.779338113,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,136.004,139.585,143.255,142.105,138.866,132.41,121.714,113.844,108.009,103.492,99.344,95.366,91.457,89.26,91.005,93.643,92.335,89.651,87.406,84.598,81.151,76.258,72.668,70.001,67.667,66.08,65.329,65.357,65.473,63.645,60.315,58.035,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1.562473348,1.691156108,1.678223638,1.742790891,1.74016979,1.743032706,1.819048376,1.743966047,1.949204973,1.99506048,2.098911591,1.987803053,2.152323959,2.055448985,2.168128104,2.222618687,2.282906683,2.344888889,2.405173331,2.462896464,2.390288626,2.44529137,2.499169275,2.487856683,2.475101758,2.52437218,2.509030524,2.569610995,2.555837135,2.555837135,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +MKD,North 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High,ECA,49,,,,,,,,,,,,,,0.756,0.764,0.767,0.776,0.787,0.8,0.8,0.808,0.811,0.812,0.817,0.819,0.822,0.824,0.83,0.834,0.837,0.826,0.832,75.5211,75.5333,74.3526,74.6517,73.3894,74.1951,73.5833,73.5693,73.3662,72.7553,73.9793,74.2326,74.0432,74.0749,74.6954,74.262,74.0494,74.5255,75.305,75.2687,76.1387,76.0684,76.3268,76.6085,76.7465,76.7561,76.7462,76.9388,77.1595,77.0396,76.2575,76.3426,,,,,,,,,,,11.54869593,11.890174,12.24174907,12.60371971,12.8471899,13.18715954,13.63720989,14.11563969,14.57936954,14.91355991,15.07221985,15.04305649,15.01389313,14.98472977,14.95556641,14.92640305,14.89723969,15.02132034,14.99967957,14.94519997,15.08160973,15.08160973,,,,,,,,,,,,,,10.44497967,10.54984474,10.65470982,10.75957489,10.86443996,10.96930504,11.07417011,11.17903519,11.28390026,11.39179255,11.50071646,11.61068185,11.7216987,11.83377704,11.94692704,12.06115893,12.17648306,12.17648306,12.17648306,,,,,,8537.209614,10905.30394,11651.02292,12224.1288,11238.68602,12893.49139,13036.55699,13355.18835,13700.92866,14194.16936,14187.27963,15452.2313,16416.64572,17623.23572,16362.48821,16632.47158,17408.12004,17062.97966,17700.79268,17892.61687,18649.82217,18948.91492,20086.50445,20925.34711,21772.62933,18546.1188,20838.80129,1,,,,,,,,,,,,,,0.945,0.952,0.953,0.952,0.953,0.968,0.955,0.962,0.965,0.958,0.966,0.977,0.968,0.967,0.972,0.968,0.977,0.977,0.981,,,,,,,,,,,,,,0.732707407,0.743397278,0.746744529,0.754904322,0.7662431,0.785377249,0.780156726,0.79094527,0.795473985,0.793499734,0.801044524,0.808776287,0.8073171,0.808882067,0.81707365,0.819557242,0.825964971,0.815223538,0.823404193,80.8216,81.5157,79.3057,79.4093,76.4567,78.2252,77.0317,77.3614,77.4635,75.9693,76.7172,77.0126,77.0566,76.8413,77.7998,77.1652,76.6175,77.0881,78.1694,77.8403,78.8622,79.0576,78.5388,79.4185,79.7308,79.4045,79.4839,79.8971,79.9355,80.2188,79.4679,79.8119,,,,,,,,,,,11.5132387,11.94519979,12.39336747,12.8583498,13.14391041,13.60939026,14.07614994,14.53094006,15.45168972,15.33553982,15.49217987,15.45688661,15.42159335,15.38630009,15.35100683,15.31571356,15.2804203,15.47068977,15.37341976,15.43000984,15.60083008,15.60083008,,,,,,,,,,,,,,9.591389656,9.723419666,9.855449677,9.987479687,10.1195097,10.25153971,10.38356972,10.51559973,10.64762974,10.78480653,10.92375061,11.06448475,11.20703201,11.35141575,11.49765964,11.64578763,11.795824,11.795824,11.795824,,,,,,6190.221395,7907.823958,8449.411431,8862.324448,8153.710983,9358.017238,9468.079583,9706.608719,9965.556163,10336.53092,10345.39651,11275.70881,11983.93931,12865.29748,11933.43811,12620.17712,13203.48108,13023.84143,13555.97817,14869.91013,14544.69863,14517.95984,15295.61181,15741.01377,16597.0465,14133.83447,15934.76249,,,,,,,,,,,,,,0.775388195,0.780538459,0.78345891,0.793275882,0.804392339,0.811669266,0.816824893,0.822363889,0.824065437,0.828109242,0.829396222,0.827729358,0.834371273,0.836111947,0.840844289,0.84644359,0.845285852,0.834369088,0.839623822,70.5617,70.1266,69.6604,70.085,70.187,70.1888,70.0645,69.7822,69.3626,69.4706,71.0579,71.266,70.906,71.1613,71.4817,71.253,71.3461,71.8313,72.3319,72.5676,73.2808,73.0126,73.9445,73.7028,73.6984,74.0044,73.9257,73.9386,74.2994,73.8667,73.1076,72.9973,,,,,,,,,,,11.58443958,11.83771828,12.0965346,12.3610096,12.46076965,12.78777981,13.22276974,13.72369003,13.76630974,14.48050976,14.64904022,14.63166189,14.61428356,14.59690523,14.5795269,14.56214857,14.54477024,14.60886002,14.65530014,14.49870968,14.60348034,14.60348034,,,,,,,,,,,,,,11.37108994,11.44572365,11.52035737,11.59499109,11.66962481,11.74425852,11.81889224,11.89352596,11.96815968,12.04422241,12.12076855,12.19780118,12.27532338,12.35333827,12.43184898,12.51085865,12.59037047,12.59037047,12.59037047,,,,,,10998.23561,14054.56772,15021.48257,15772.10054,14501.98117,16639.46162,16823.39393,17233.54806,17676.67004,18298.05611,18266.84675,19878.73379,21105.48686,22647.57109,21032.6335,20858.28928,21834.42464,21311.83452,22057.22463,21069.14273,22963.14053,23603.50671,25119.42044,26371.90269,27211.38338,23186.00707,26000.74277,,,,0.746,0.749,0.754,0.755,0.763,0.756,0.757,0.748,0.756,,,,8.50491224,8.472150508,8.15091644,8.302844468,8.048357986,9.232856775,9.302679802,9.249191071,9.010792996,,,,8.690330477,8.547008547,8.272506083,8.373786408,8.072289157,9.352517986,9.557945042,9.443099274,9.134615385,5.308189392,4.594517231,4.473377705,4.533396721,4.435111523,3.471409321,3.927193403,3.163733959,2.959510326,3.168979406,3.008513212,2.293318987,,6.03860614,6.03860614,7.36696,7.36696,7.36696,7.36696,7.36696,7.81501,7.81501,7.81501,7.81501,12.555,,,13.61438,13.61438,13.61438,13.61438,13.61438,16.92405,16.92405,16.92405,16.92405,32,,,,,,,,,,,,,,,,,0.229,0.215,0.221,0.225,0.207,0.189,0.163,0.161,0.151,0.146,0.126,0.124,0.124,0.115,0.126,0.119,11,11,12,12,12,12,12,13,13,13,12,12,11,11,10,9,9,8,8,8,7,7,7,6,6,6,6,6,6,6,6,6,27.157,27.025,26.04,25.437,24.047,23.79,23.533,22.071,21.677,21.356,22.647,19.242,18.297,18.851,17.577,16.782,17.246,18.405,20.187,21.276,16.632,14.364,13.72,12.511,11.837,11.293,10.878,10.391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+NRU,Nauru,,EAP,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,61.3557,61.3031,61.2233,61.3376,61.4626,61.3214,60.5041,59.644,59.2238,58.8032,58.7323,58.2777,58.1807,58.0951,58.072,58.1613,58.3785,58.5303,58.833,59.1233,59.6402,60.2398,60.7152,61.2314,61.8074,62.269,62.7018,62.988,63.2337,63.4845,63.4367,63.617,,,,,,,,,,,9.548890114,9.690799713,9.312490463,8.975170135,9.075570107,10.86083031,10.13370037,9.002280235,9.56649971,9.742471842,9.921680914,10.10418647,10.29004914,10.47933069,10.672094,10.86840312,11.06832328,11.27192088,11.47926359,11.69042029,11.69042029,11.69042029,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4997.041603,2991.817466,3814.236473,6998.3053,5626.479205,6431.276714,6965.96803,7838.00379,8475.056988,11012.52406,15472.39748,17303.06235,18174.49788,16306.188,18778.35023,17800.7314,17729.74084,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,65.6792,65.5796,65.3383,65.8017,65.8758,65.7733,64.5585,63.7822,63.3671,63.0439,62.8369,62.2068,62.3964,62.3387,62.2287,62.3276,62.5236,62.6009,62.8393,63.0089,63.4908,63.9713,64.4788,65.0085,65.5585,66.0301,66.4498,66.7594,66.9886,67.3212,67.2723,67.303,,,,,,,,,,,10.27826023,9.475549698,9.025690079,8.637940407,8.861749649,10.63813019,9.922439575,9.027009964,9.675279617,9.947465412,10.22730836,10.51502387,10.81083343,11.11496472,11.42765186,11.74913554,12.07966322,12.41948934,12.76887548,13.12809058,13.12809058,13.12809058,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,59.0714,58.9285,58.7811,58.5329,58.6362,58.4252,57.8326,56.8907,56.4289,55.9118,55.8927,55.5305,55.2122,55.0653,55.0458,55.0733,55.2464,55.3948,55.6958,56.0139,56.4941,57.1107,57.4805,57.9617,58.5386,58.9719,59.3909,59.6446,59.8829,60.0547,59.9939,60.2615,,,,,,,,,,,8.820739746,9.904870033,9.597270012,9.311519623,9.288160324,11.08238983,10.34344006,8.978719711,9.457819939,9.543708693,9.630377423,9.717833214,9.806083211,9.895134629,9.984994743,10.0756709,10.16717051,10.25950105,10.35267006,10.44668517,10.44668517,10.44668517,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,19.73770332,19.08982849,18.51724815,17.75745583,16.8702507,16.19129181,15.57397652,14.99882126,14.53691101,14.11915493,13.7362175,13.45940208,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,56.403,56.544,56.738,56.967,58.7,61.264,62.231,64.981,69.428,74.438,80.154,84.478,82.599,79.478,78.953,78.518,77.83,77.11,76.014,77.013,77.586,78.256,77.157,76.859,77.66,79.647,79.214,77.289,76.898,75.816,74.078,72.479,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,13.1067859,12.75911512,12.05483549,11.04111986,10.47056582,9.998118178,9.613005997,9.635578097,9.363748225,8.766389128,8.15246203,7.89114048,7.616709562,6.599159496,6.660472632,6.324296883,4.473748474,4.467384678,4.445253261,4.055136332,4.394602699,4.002383317,4.336094675,4.665687139,4.985518515,5.293267842,4.89699284,5.198146222,5.150890347,5.266920788,5.241223208,5.241223208,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +NZL,New Zealand,Very High,,13,0.806,0.811,0.818,0.833,0.846,0.853,0.857,0.865,0.874,0.878,0.887,0.894,0.897,0.903,0.906,0.912,0.913,0.916,0.915,0.919,0.922,0.922,0.924,0.929,0.93,0.931,0.934,0.935,0.936,0.937,0.936,0.937,75.4242,76.0788,76.1899,76.4999,76.9197,76.7886,76.8094,77.3484,78.1725,77.9177,78.6782,78.6736,78.8773,79.1548,79.3715,80.0572,80.0489,80.1631,80.2908,80.5938,81.1019,80.8863,81.2089,81.6518,81.7921,81.9765,82.07,82.2189,82.3803,82.5665,82.7419,82.4513,14.48279953,14.81429958,15.16473961,15.97017002,16.55532074,16.85778046,17.00136948,17.10922185,17.21707423,17.3249266,17.43277898,17.54063135,17.64848373,17.7563361,17.86418847,17.97204085,18.07989322,18.1877456,18.29559797,18.40345035,18.51130272,18.6191551,18.72700747,18.83485985,18.80341911,18.86964989,18.12450027,18.83856964,18.87854958,20.28388977,20.28388977,20.28388977,10.1395211,10.39962959,10.66641064,10.93319168,11.19997272,11.46675377,11.73353481,12.00031586,12.2670969,12.53387794,12.80065899,13.06744003,13.11823406,13.16902809,13.21982212,13.27061615,13.32141018,13.3354702,13.34953022,13.36359024,13.37765026,13.39171028,13.37806988,13.32773972,13.27740955,13.23099995,13.33483982,13.2373023,13.13976479,13.04222727,12.94468975,12.94468975,24214.03722,21947.02339,22092.80995,23201.90793,24326.56827,25077.90745,25238.91067,25837.66617,26215.0132,26851.91119,27662.57448,29044.96454,29755.91455,31138.16315,31791.75463,32136.46882,32324.84384,33903.62362,32840.84466,33741.26907,34114.89481,35069.11343,35441.88481,37132.03938,37808.10649,38628.37835,39558.75645,40700.46491,41382.39849,42403.52046,41946.38822,44057.31394,1,0.957,0.959,0.964,0.964,0.97,0.967,0.974,0.978,0.979,0.979,0.981,0.98,0.978,0.978,0.975,0.976,0.974,0.974,0.973,0.967,0.965,0.972,0.973,0.971,0.963,0.963,0.971,0.966,0.974,0.969,0.975,0.975,0.786248143,0.791487608,0.801331128,0.815399166,0.830997667,0.836722072,0.844352461,0.853651355,0.862828536,0.866736051,0.87661531,0.881778435,0.884156262,0.889033587,0.890776791,0.89592701,0.896337339,0.899897333,0.898905426,0.899128689,0.902032651,0.90675735,0.909866116,0.913572594,0.909954941,0.911807086,0.91509576,0.916870635,0.92209337,0.920659518,0.923343491,0.924682807,78.3528,78.8519,79.294,79.182,79.6496,79.4663,79.3409,80.0496,80.7871,80.3709,81.209,80.9928,81.078,81.3436,81.3745,82.1231,82.0376,82.193,82.2651,82.5141,82.9593,82.6152,83.0499,83.4299,83.612,83.741,83.8003,83.999,84.1707,84.3772,84.5704,84.3213,14.51299953,14.92076969,15.29996967,16.19569016,16.93738937,17.08210945,17.50812912,17.64125566,17.7743822,17.90750874,18.04063528,18.17376182,18.30688836,18.4400149,18.57314143,18.70626797,18.83939451,18.97252105,19.10564759,19.23877413,19.37190067,19.50502721,19.63815375,19.77128029,19.64606094,19.68199921,18.99559021,19.74465942,19.8828392,20.80978012,20.80978012,20.80978012,9.680155744,9.977210045,10.28338003,10.58955002,10.89572001,11.20188999,11.50805998,11.81422997,12.12039995,12.42656994,12.73273993,13.03890991,13.09001598,13.14112206,13.19222813,13.2433342,13.29444027,13.30167027,13.30890026,13.31613026,13.32336025,13.33059025,13.33691978,13.25347471,13.17002964,13.15021992,13.26630974,13.18370223,13.10109472,13.01848722,12.93587971,12.93587971,17403.41641,15889.29617,16041.73635,16838.31199,17818.48756,18468.31999,18836.64389,19298.30078,19682.34244,20248.37195,20873.29249,22063.31379,22643.99978,23933.50004,24402.60128,24788.35699,24925.57686,26204.94834,25519.51541,25006.9197,25288.73564,28459.60088,28920.57158,30421.60447,28427.22979,29193.19464,30159.02621,31124.37471,34381.23383,33381.14463,35092.66023,36864.4872,0.821545511,0.825691107,0.830992425,0.846224518,0.856957846,0.864835767,0.866766675,0.873183846,0.881440152,0.885400819,0.893535627,0.900127657,0.90421393,0.908970556,0.91342186,0.918264615,0.920329266,0.924114008,0.92427856,0.929948712,0.934378545,0.933348041,0.935172682,0.940569645,0.945254638,0.947084559,0.942571644,0.949472122,0.946462757,0.950415046,0.947252477,0.948211623,72.4873,73.2666,73.1106,73.758,74.1394,74.0664,74.2229,74.6071,75.468,75.3861,76.0467,76.2547,76.57,76.8577,77.2577,77.875,77.9616,78.0477,78.2427,78.5914,79.162,79.0884,79.3111,79.8157,79.891,80.1346,80.266,80.3679,80.5338,80.7089,80.8812,80.5756,14.45123005,14.70715046,15.02840996,15.74405956,16.17720985,16.63632011,16.49555969,16.57690441,16.65824913,16.73959384,16.82093856,16.90228328,16.98362799,17.06497271,17.14631743,17.22766214,17.30900686,17.39035158,17.47169629,17.55304101,17.63438573,17.71573044,17.79707516,17.87841988,17.94244003,18.03801918,17.24132919,17.91783905,17.86420059,19.73480988,19.73480988,19.73480988,10.61976119,10.84105968,11.06696968,11.29287968,11.51878967,11.74469967,11.97060966,12.19651966,12.42242966,12.64833965,12.87424965,13.10015965,13.15012779,13.20009594,13.25006409,13.30003223,13.35000038,13.37081623,13.39163208,13.41244793,13.43326378,13.45407963,13.41860008,13.40622997,13.39385986,13.31849957,13.4094696,13.2955873,13.181705,13.06782269,12.95394039,12.95394039,31234.64516,28197.87832,28334.19317,29759.64519,31027.92817,31876.86233,31820.97337,32568.78991,32956.28451,33684.0608,34703.10038,36295.87961,37144.62811,38623.90683,39475.34361,39788.14186,40040.49521,41939.75441,40486.67431,42863.83079,43335.73385,41976.84794,42258.1837,44138.22974,47579.2232,48430.43488,49299.68725,50601.44089,48593.17084,51630.40138,48924.26257,51377.47558,,0.845,0.848,0.86,0.857,0.859,0.862,0.863,0.864,0.865,0.864,0.865,,8.081087665,8.007376304,7.209619376,7.605498354,7.536348735,7.463859194,7.433019274,7.457803362,7.433357033,7.425887777,7.486808254,,8.351409978,8.225108225,7.427341227,7.849462366,7.733619764,7.708779443,7.700534759,7.692307692,7.684098186,7.692307692,7.684098186,4.787756443,4.531864166,4.318346977,4.263929844,4.55689764,4.387159348,4.102047443,4.009527683,4.083879948,4.010540962,3.988133192,4.170894623,1.568288077,1.817445878,1.809828984,1.809828984,1.810199062,1.772488496,1.840131778,1.840131778,1.840131778,1.840131778,1.840131778,1.840131778,,17.89395295,17.89395295,15.5550993,16.44939836,16.44939836,16.44939836,16.44939836,16.44939836,16.44939836,16.44939836,16.44939836,25,0.241,0.237,0.225,0.223,0.214,0.223,0.22,0.214,0.2,0.199,0.188,0.178,0.182,0.183,0.18,0.172,0.174,0.18,0.175,0.175,0.173,0.16,0.155,0.146,0.141,0.136,0.126,0.112,0.102,0.1,0.09,0.088,17,17,15,15,14,15,15,14,13,13,12,11,12,12,11,11,11,11,10,11,11,10,10,9,10,10,10,9,9,9,9,9,35.883,34.389,33.443,32.629,31.937,33.598,33.251,32.901,29.721,29.495,28.783,27.737,26.03,26.114,27.283,27.297,28.168,31.612,32.986,30.436,29.546,26.586,25.076,22.103,19.451,18.869,16.385,15.487,13.323,13.616,12.853,12.63,53.941,54.264,54.002,53.911,55.046,55.812,57.175,57.081,56.976,57.273,57.415,58.269,58.987,59.306,59.786,60.784,61.289,61.659,61.923,61.825,61.565,61.978,62.05,62.427,63.373,63.416,64.665,65.565,65.794,65.873,65.251,65.075,74.303,73.888,73.219,73.188,73.675,74.143,74.486,74.334,73.577,73.444,73.556,73.809,74.538,73.768,74.498,75.022,75.529,75.517,75.019,74.35,74.06,74.132,73.454,73.401,74.31,74.447,75.571,76.553,76.293,75.492,75.532,75.33,-6,0.667,0.672,0.673,0.685,0.695,0.693,0.693,0.695,0.718,0.709,0.715,0.718,0.712,0.711,0.703,0.708,0.714,0.714,0.721,0.745,0.738,0.741,0.741,0.738,0.727,0.737,0.742,0.741,0.751,0.75,0.755,0.756,17.24565757,17.13933416,17.72616137,17.76710684,17.84869976,18.75732708,19.13652275,19.65317919,17.84897025,19.24829157,19.39120631,19.68680089,20.62430323,21.26245847,22.40618102,22.36842105,21.79627601,22.05240175,21.20218579,18.9336235,19.95661605,19.63123644,19.80519481,20.55974166,21.82795699,20.83780881,20.55674518,20.7486631,19.76495726,19.95731057,19.33760684,19.31696905,7.547969909,7.641178468,8.071207283,7.816799384,7.735396584,7.659670808,7.902755431,8.348394958,7.909832361,8.259983746,8.380256123,8.825637492,8.745318815,9.025429449,8.811137432,9.081082519,8.969040739,8.659792499,8.815318753,8.068420297,8.016202058,7.807086192,8.087333055,7.81334133,7.779132997,7.816892374,7.362684887,7.625380846,7.545479979,7.839014456,6.941846236,6.941846236,25.31,24.77,25.37,26,26.31,28.37,28.64,29.09,26.07,28.38,28.5,28.39,30.58,31.69,34.25,33.97,32.8,33.94,31.75,28.05,30.28,29.88,29.87,31.98,34.7,32.59,32.7,32.7,30.64,30.7,30.7,30.7 +OMN,Oman,Very 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High,LAC,61,0.669,0.672,0.678,0.685,0.687,0.69,0.697,0.703,0.71,0.715,0.721,0.726,0.733,0.737,0.743,0.749,0.754,0.763,0.767,0.769,0.773,0.779,0.785,0.79,0.794,0.8,0.805,0.811,0.814,0.817,0.801,0.805,71.0972,71.2068,71.4617,71.8,72.0955,72.3847,72.6753,72.9702,73.2792,73.6216,74.0015,74.4144,74.8238,75.2175,75.5444,75.8285,76.0123,76.154,76.2247,76.3429,76.4479,76.6269,76.8185,77.0378,77.2478,77.4684,77.6529,77.7954,77.8629,77.8103,76.657,76.2233,10.6522398,10.66341972,10.77066994,10.94305038,10.8969202,11.12065029,11.32726955,11.5777998,11.82833004,12.07886028,12.33146,12.54675007,12.73756981,12.81908512,12.90060043,12.89698029,12.89313984,12.9639101,12.77729034,12.7495203,12.81746006,12.65684986,12.67351309,12.69017633,12.70683956,12.70656967,12.90561008,12.95616796,13.0069239,13.05787868,13.05787868,13.05787868,7.407239914,7.454354906,7.501469898,7.54858489,7.595699883,7.642814875,7.689929867,7.737044859,7.784159851,7.831274843,7.878389835,8.018189859,8.157989883,8.297789907,8.437589931,8.577389956,8.71718998,8.856990004,8.996790028,9.136590052,9.276390076,9.416856766,9.557323456,9.697790146,9.838256836,9.978723526,10.11919022,10.25965691,10.4001236,10.54059029,10.54059029,10.54059029,10345.7302,10835.33289,11607.9439,12213.17156,12422.53556,12073.57371,12624.24466,12991.95048,13561.54747,13641.53182,13916.19982,13697.412,14112.94023,13830.48774,14485.08764,15160.22658,16175.33969,18076.96739,19490.87979,19485.59856,19709.25201,22130.70521,23552.35182,24829.3662,24968.40656,26599.68394,27197.93332,28606.48873,28869.22802,29342.25437,23694.26665,26956.83707,1,,,,,,0.959,0.961,0.963,0.982,0.983,0.968,0.969,0.97,0.984,0.971,0.974,0.974,0.975,1.023,0.992,0.992,0.992,0.997,0.995,0.998,1.001,1.002,1.007,1.007,1.007,1.015,1.017,,,,,,0.67413597,0.680553032,0.686183213,0.701892516,0.706335856,0.704162314,0.710056541,0.717488465,0.728496472,0.727861688,0.734414904,0.739836304,0.74886391,0.775750439,0.763734786,0.76729987,0.773806973,0.782070141,0.78641215,0.791314545,0.798384175,0.80499953,0.81276089,0.815954677,0.818830926,0.806460375,0.811685938,74.5695,74.6684,74.8901,75.1841,75.4205,75.6561,75.9037,76.1607,76.4314,76.7329,77.0619,77.4182,77.7781,78.1408,78.4656,78.7853,79.0408,79.2732,79.4327,79.6152,79.7333,79.8706,79.9911,80.138,80.2994,80.5155,80.7356,80.9248,81.0243,80.9536,80.0343,79.594,,,,,,11.85192558,12.02652549,12.20369756,12.38347969,12.56591034,12.89877033,13.14731026,13.30881977,13.41314507,13.51747036,13.52140999,13.5302496,13.47881985,13.27455044,13.24719048,13.29765034,13.17467976,13.22022311,13.26576646,13.31130981,13.28763008,13.46866035,13.5284075,13.58841968,13.64869808,13.64869808,13.64869808,7.478219986,7.531305027,7.584390068,7.637475109,7.69056015,7.743645191,7.796730232,7.849815273,7.902900314,7.955985355,8.009070396,8.157989311,8.306908226,8.455827141,8.604746056,8.75366497,8.902583885,9.0515028,9.200421715,9.34934063,9.498259544,9.642202907,9.78614627,9.930089633,10.074033,10.21797636,10.36191972,10.50586308,10.64980645,10.79374981,10.79374981,10.79374981,5523.8894,5881.149643,6338.635451,6715.238268,6958.665891,6820.714668,7194.849726,7469.204681,9389.137719,9481.971547,8177.015497,8166.064125,8534.783722,9641.5822,8792.780621,9347.001925,9772.368742,11080.12439,18568.54703,13954.41628,14133.77966,15693.762,17469.98425,17960.7993,18648.8982,20408.72126,21210.30787,23201.01933,23353.00649,23734.53077,20211.58497,23379.65029,,,,,,0.7026746,0.70808672,0.712801374,0.714501196,0.71848284,0.727514529,0.732472596,0.739877139,0.740031392,0.749251826,0.753834466,0.759519979,0.768422934,0.758658111,0.769867249,0.773475053,0.779709053,0.784242526,0.790307613,0.792558052,0.797808089,0.803265192,0.807109596,0.810011414,0.812814643,0.794827767,0.798281932,67.9833,68.0737,68.3284,68.6799,69.0073,69.3299,69.6494,69.971,70.3081,70.6813,71.1009,71.5586,72.0069,72.4237,72.749,72.9987,73.1178,73.1791,73.1721,73.2332,73.3251,73.5371,73.7873,74.0667,74.3171,74.54,74.6923,74.7915,74.8263,74.7892,73.4724,73.0499,,,,,,11.07887805,11.20927341,11.34120349,11.47468634,11.60974026,11.78600025,11.96998024,12.18927956,12.24875975,12.30823994,12.29668999,12.29041958,12.46685028,12.29648018,12.26772976,12.35216999,12.15482998,12.14321327,12.13159657,12.11997986,12.14229965,12.35793018,12.39928048,12.44076913,12.48239661,12.48239661,12.48239661,7.337379932,7.378470945,7.419561958,7.460652971,7.501743984,7.542834997,7.58392601,7.625017023,7.666108036,7.707199049,7.748290062,7.878568077,8.008846092,8.139124107,8.269402122,8.399680138,8.529958153,8.660236168,8.790514183,8.920792198,9.051070213,9.185467932,9.319865651,9.454263369,9.588661088,9.723058807,9.857456525,9.991854244,10.12625196,10.26064968,10.26064968,10.26064968,15092.7784,15717.00841,16804.51837,17639.35341,17818.72634,17264.42953,17992.33411,18454.89827,17690.57515,17759.50642,19600.19445,19177.52336,19641.20665,17983.20161,20129.93558,20926.84977,22529.35721,25023.41468,20407.05076,24983.01192,25253.97335,28535.79639,29607.69542,31670.31716,31264.73706,327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+PLW,Palau,High,EAP,80,,,,,,,,,,,0.739,0.745,0.75,0.754,0.756,0.767,0.769,0.773,0.772,0.771,0.773,0.776,0.776,0.779,0.779,0.78,0.778,0.775,0.778,0.776,0.773,0.767,61.5816,61.8904,62.236,62.5928,62.9177,63.2213,63.5659,63.9808,64.5538,65.169,65.8914,66.5528,66.9603,67.2275,67.1912,66.9917,66.7302,66.4874,66.207,65.9182,65.5975,65.1546,64.7077,64.227,63.8575,63.7461,63.8521,64.0828,64.3886,64.8043,65.3491,66.0204,,,,,,,,,,,14.0816803,14.27463649,14.46759268,14.66054887,14.85350506,15.04646125,15.23941744,15.43237363,15.62532982,15.81828602,16.01124221,16.2041984,16.39715459,16.59011078,16.47499781,16.35988484,16.24477187,16.12965891,16.01454594,15.89943297,15.78432,15.78432,10.29785585,10.41683987,10.53582389,10.6548079,10.77379192,10.89277594,10.99085477,11.08893359,11.18701242,11.28509125,11.38317007,11.38653606,11.38990204,11.39326803,11.39663401,11.4,11.53246823,11.66493645,11.79740468,11.92987291,12.06234113,12.19480936,12.20234785,12.81511974,12.88301,12.785,12.6872,12.5893,12.49143,12.49143,12.49143,12.49143,13380.2102,14485.6921,13196.84708,11706.96687,12181.22635,13414.65806,13830.93761,13584.61634,13149.66827,12928.07308,13538.19512,13636.88755,13989.9524,14168.38155,14444.56106,17652.04713,17737.87856,18594.95734,17752.22216,16818.91756,17068.63254,18214.66845,18412.20426,17858.55621,18788.42494,20005.08443,19783.90768,18910.23865,19877.82994,18740.42054,16839.04834,13818.67869,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,69.1171,68.9212,68.7353,68.5995,68.5089,68.4272,68.443,68.6135,69.1762,69.8801,70.8499,71.7422,72.1088,72.2861,71.8498,71.2193,70.4792,69.9327,69.4109,69.0587,68.7223,68.1374,67.5711,67.0107,66.6425,66.6769,66.9928,67.4791,68.0457,68.7329,69.5912,70.5753,,,,,,,,,,,14.84735966,15.02663128,15.20590291,15.38517453,15.56444616,15.74371778,15.92298941,16.10226103,16.28153265,16.46080428,16.6400759,16.81934753,16.99861915,17.17789078,17.00765924,16.8374277,16.66719616,16.49696462,16.32673308,16.15650154,15.98627,15.98627,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,56.6247,57.1539,57.7429,58.335,58.8701,59.3782,59.9049,60.5076,61.1208,61.7114,62.3134,62.8061,63.1955,63.474,63.6464,63.6878,63.7276,63.6903,63.5785,63.3412,63.0388,62.698,62.3326,61.9128,61.5494,61.3474,61.3089,61.3585,61.4754,61.6891,61.9974,62.4323,,,,,,,,,,,13.43274021,13.63517101,13.83760181,14.04003261,14.24246341,14.4448942,14.647325,14.8497558,15.0521866,15.2546174,15.4570482,15.65947899,15.86190979,16.06434059,15.98896622,15.91359185,15.83821748,15.76284311,15.68746874,15.61209437,15.53672,15.53672,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,15.65144062,15.49729252,15.33435822,15.1783762,14.99480915,14.73750877,14.41321468,14.07137775,13.71571255,13.3456316,12.93183613,12.47459698,,,,2.180765728,2.180765728,2.180765728,2.180765728,2.180765728,2.180765728,2.180765728,2.180765728,2.180765728,23.035,23.035,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,53.753,54.446,55.267,56.384,56.537,53.967,48.717,43.207,39.597,36.438,33.038,32.466,31.81,31.006,30.32,30.014,30.566,30.908,31.308,31.604,32.247,32.67,33.155,35.048,35.882,36.109,38.158,38.991,44.289,43.558,42.844,42.52,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.47855701,12.1461019,11.83585572,11.52761594,11.2465185,10.98367936,10.74741988,10.53792075,10.93169327,11.15134633,10.82191781,10.72795194,10.88136105,11.11369496,11.6258956,13.19657584,10.96984602,10.82089144,11.63185742,12.18258664,12.67006803,12.90298762,12.47248383,11.61505802,11.98928068,12.13948787,11.86742615,12.16403821,12.12335581,12.12335581,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +PNG,Papua New Guinea,Medium,EAP,156,0.37,0.38,0.391,0.405,0.419,0.423,0.43,0.432,0.435,0.444,0.447,0.451,0.455,0.461,0.461,0.466,0.469,0.478,0.484,0.49,0.499,0.504,0.513,0.518,0.533,0.541,0.547,0.552,0.554,0.56,0.56,0.558,59.7212,59.9078,60.2184,60.5059,60.7564,61.0491,61.1049,61.3771,60.6294,61.6723,61.7199,61.7728,61.6978,61.7973,61.7611,61.8008,61.9172,62.0338,62.5708,62.7882,63.0395,63.5259,63.7325,63.9611,64.2589,64.7006,64.8399,65.1028,65.1822,65.4738,65.7868,65.3506,3.784030274,3.951165325,4.125682486,4.307907813,4.498181764,4.696859837,4.916293303,5.13572677,5.355160236,5.592510934,5.829861631,6.067212329,6.304563026,6.541913723,6.779264421,7.016615118,7.253965816,7.491316513,7.72866721,7.966017908,8.203368605,8.440719303,8.67807,8.915829167,9.153588333,9.3913475,9.629106667,9.866865833,10.104625,10.36077074,10.36077074,10.36077074,2.32,2.44,2.56,2.68,2.8,2.92,2.988,3.056,3.124,3.192,3.26,3.318,3.376,3.434,3.492,3.55,3.63,3.71,3.79,3.87,3.95,4.076,4.202,4.328,4.454,4.58,4.62,4.66,4.7,4.74,4.74,4.74,2037.130804,2192.196024,2454.136759,2925.908175,3526.05352,3276.687312,3368.492756,3082.639473,3148.43598,3141.983548,2997.575613,2935.452382,2946.513842,3023.368388,2754.273502,2781.965113,2671.025061,2883.822296,2867.675037,2932.028941,3151.262314,3049.077815,3275.397147,3228.860857,3841.677693,4009.373118,4175.769454,4201.135296,4082.831293,4166.066492,4022.073953,4008.623573,3,0.855,0.852,0.851,0.848,0.848,0.846,0.85,0.852,0.853,0.857,0.859,0.862,0.866,0.869,0.873,0.874,0.874,0.875,0.882,0.886,0.893,0.9,0.904,0.909,0.913,0.921,0.924,0.925,0.928,0.934,0.931,0.931,0.340743481,0.348647027,0.358752661,0.370951832,0.383882699,0.387144747,0.394021358,0.396720875,0.400004381,0.409165775,0.412604869,0.417098791,0.422226309,0.42864242,0.429633566,0.434493046,0.437311917,0.445640508,0.453458281,0.460301054,0.470705825,0.477546295,0.487297499,0.493451774,0.508466007,0.518922743,0.525580732,0.530677861,0.533623827,0.541153227,0.539835586,0.537933947,62.3857,62.4701,62.7748,62.9557,63.1998,63.4387,63.4771,63.6558,62.7323,63.8277,63.7846,63.8523,63.828,63.9317,64.0212,63.9374,63.8717,63.8608,64.7869,65.0956,65.2683,66.1209,66.4395,66.7606,67.0575,67.8183,67.9275,68.078,68.1228,68.6715,68.8036,68.4151,3.411585099,3.564397449,3.724054598,3.890863139,4.065143399,4.247230053,4.446700096,4.646170139,4.845640182,5.066588027,5.287535871,5.508483715,5.729431559,5.950379403,6.171327247,6.392275091,6.613222935,6.834170779,7.055118624,7.276066468,7.497014312,7.717962156,7.93891,8.204890167,8.470870333,8.7368505,9.002830667,9.268810833,9.534791,9.825603009,9.825603009,9.825603009,1.57,1.638,1.706,1.774,1.842,1.91,1.992,2.074,2.156,2.238,2.32,2.394,2.468,2.542,2.616,2.69,2.782,2.874,2.966,3.058,3.15,3.288,3.426,3.564,3.702,3.84,3.9,3.96,4.02,4.08,4.08,4.08,1820.234807,1949.457702,2169.828549,2571.251054,3090.996116,2872.220982,2944.130354,2694.77943,2753.494044,2744.427946,2619.079061,2561.776054,2569.704255,2635.168888,2399.435314,2422.724112,2325.917673,2511.539209,2497.934514,2554.374331,2849.535671,2754.671999,2953.097297,2905.421533,3443.999,3584.883428,3727.340105,3744.188661,3635.113933,3702.853344,3569.969626,3542.526014,0.398456478,0.409112654,0.421723883,0.437200924,0.452606634,0.457419501,0.46371048,0.465810534,0.469020412,0.477428478,0.480362798,0.483772778,0.487658401,0.493308665,0.4923924,0.497310143,0.50054044,0.50928727,0.514043238,0.519778208,0.527242562,0.530794297,0.539238566,0.542980831,0.556778509,0.563555365,0.569014222,0.573502814,0.575204833,0.579509036,0.579613305,0.577731745,57.801,58.0241,58.3143,58.6583,58.897,59.2122,59.2662,59.5957,58.9747,59.965,60.0756,60.1136,60.0029,60.1024,59.9745,60.1121,60.3731,60.5923,60.8318,60.9835,61.2975,61.5101,61.6327,61.7921,62.0851,62.286,62.4394,62.7738,62.8688,62.9629,63.3947,62.9479,4.137692856,4.318293459,4.506776854,4.703487109,4.908783305,5.123040199,5.361283461,5.599526723,5.837769985,6.090382129,6.342994273,6.595606417,6.848218561,7.100830705,7.353442849,7.606054993,7.858667137,8.11127928,8.363891424,8.616503568,8.869115712,9.121727856,9.37434,9.585852,9.797364,10.008876,10.220388,10.4319,10.643412,10.86853449,10.86853449,10.86853449,3.08,3.258,3.436,3.614,3.792,3.97,4.034,4.098,4.162,4.226,4.29,4.332,4.374,4.416,4.458,4.5,4.566,4.632,4.698,4.764,4.83,4.922,5.014,5.106,5.198,5.29,5.312,5.334,5.356,5.378,5.378,5.378,2228.966904,2407.816224,2707.709331,3243.449627,3917.00254,3641.400772,3752.395174,3434.595369,3507.834512,3504.720272,3343.779291,3277.749693,3291.893481,3379.412101,3079.93458,3111.878431,2988.120017,3226.020398,3207.701116,3279.5601,3429.105167,3320.423841,3572.818197,3527.738238,4209.679564,4402.795491,4592.074283,4626.041652,4499.821464,4598.218333,4444.636677,4445.1171,,,,,,,0.386,0.39,0.392,0.397,0.398,0.397,,,,,,,29.25351743,29.11353012,28.98885818,28.82103884,28.67441268,28.47612536,,,,,,,29.43327239,29.34782609,29.24187726,29.10714286,28.92857143,28.85304659,25.77737045,25.28807831,24.91914177,24.49790382,24.08473587,23.61940002,23.20919228,22.78923035,22.41521454,21.91175652,21.47187805,20.87701607,,,,,,,35.65204,35.65204,35.65204,35.65204,35.65204,35.65204,,,,,,,28.89932,28.89932,28.89932,28.89932,28.89932,28.89932,169,0.671,0.668,0.665,0.663,0.661,0.659,0.658,0.656,0.657,0.654,0.654,0.653,0.65,0.68,0.676,0.672,0.667,0.663,0.659,0.656,0.655,0.652,0.595,0.592,0.586,0.581,0.576,0.729,0.728,0.726,0.725,0.725,341,322,303,291,281,274,273,267,281,257,249,242,234,225,213,200,187,179,173,170,168,166,164,160,155,151,148,145,145,145,145,145,83.455,82.91,81.68,80.996,79.873,77.922,76.261,75.187,73.745,75.895,77.637,78.515,77.476,76.91,74.723,73.658,72.956,71.638,69.646,67.902,69.098,68.377,67.977,67.196,64.602,61.956,59.612,58.459,57.974,57.098,56.415,55.25,72.412,71.969,71.31,70.493,70.311,70.618,70.348,70.696,71.051,71.083,71.366,69.266,67.083,64.824,62.498,60.112,57.677,55.205,52.708,50.196,47.684,47.723,47.635,47.574,47.216,46.997,46.938,46.894,46.974,46.871,46.425,46.254,73.793,73.707,73.54,73.252,73.173,73.303,73.191,73.334,73.46,73.471,73.557,71.436,69.215,66.903,64.507,62.035,59.5,56.914,54.29,51.642,48.984,49,48.962,48.935,48.749,48.612,48.571,48.54,48.596,48.523,48.061,48.14,4,0.361,0.37,0.381,0.395,0.408,0.413,0.418,0.42,0.426,0.437,0.44,0.443,0.447,0.451,0.452,0.458,0.46,0.468,0.474,0.478,0.486,0.489,0.497,0.503,0.519,0.529,0.534,0.539,0.536,0.543,0.543,0.541,2.432432432,2.631578947,2.557544757,2.469135802,2.625298329,2.364066194,2.790697674,2.777777778,2.068965517,1.576576577,1.565995526,1.77383592,1.758241758,2.169197397,1.952277657,1.716738197,1.918976546,2.092050209,2.066115702,2.448979592,2.605210421,2.976190476,3.118908382,2.895752896,2.626641651,2.218114603,2.376599634,2.355072464,3.249097473,3.035714286,3.035714286,3.046594982,0.466740716,0.459015644,0.453060729,0.442731344,0.430368317,0.396987889,0.411610448,0.472915325,0.512669655,0.427542191,0.455521304,0.536602356,0.571358673,0.633498501,0.705780152,0.674698298,0.647700919,0.898169557,0.686978486,0.712310645,0.637520763,0.699245296,0.652037655,0.68449408,0.761231349,0.784962582,0.802187007,0.755554966,0.744603706,0.754058547,0.74349862,0.74349862,4.62,4.79,4.8,4.58,4.97,4.7,5.35,5.24,3.56,2.94,2.65,2.83,2.8,3.79,2.99,2.58,3.03,3.28,3.38,4.24,4.68,5.36,5.62,5.19,4.6,3.71,3.83,3.79,5.82,5.23,5.23,5.23 +POL,Poland,Very High,,34,0.716,0.713,0.718,0.731,0.741,0.746,0.755,0.766,0.776,0.783,0.793,0.799,0.806,0.811,0.809,0.815,0.82,0.825,0.831,0.835,0.841,0.847,0.852,0.863,0.865,0.868,0.872,0.875,0.877,0.881,0.876,0.876,70.678,70.3777,70.9072,71.4197,71.7101,71.9193,72.2472,72.5951,72.9517,72.9946,73.7335,74.2193,74.5826,74.7384,74.972,75.0936,75.2835,75.3386,75.5842,75.7811,76.3175,76.6506,76.7138,76.9705,77.5691,77.4151,77.8025,77.7205,77.6282,77.9272,76.9424,76.4572,12.23526001,12.27208042,12.25127983,12.88770008,13.10297012,13.0545702,13.26350975,13.7794199,14.20794964,14.58401966,14.71825981,15.0008297,15.32771015,15.46210957,14.79946041,14.97383976,14.97492981,14.98614979,15.0042696,15.05370045,15.30467987,15.22449017,15.34090996,16.30895042,15.98246956,16.01518949,16.04790942,16.08062935,16.02598953,16.0271492,16.0271492,16.0271492,9.670923882,9.85872977,10.04653566,10.23434155,10.42214743,10.60995332,10.73731594,10.86467855,10.99204116,11.11940378,11.24676639,11.35038343,11.45400047,11.57296705,11.69193363,11.81090021,11.92986679,12.04883337,12.16779995,12.34123993,12.31373024,12.55062008,12.78314018,12.77855015,12.83730984,12.92106485,13.00481987,13.04480243,13.08478498,13.12476754,13.1647501,13.1647501,11133.69745,10122.21177,10237.20465,10665.09785,11564.26723,12273.67485,13112.10744,13944.18476,14590.85743,15283.86066,16177.11083,16401.17345,16740.2735,17231.43437,17707.89652,18610.39132,19685.71892,20882.84428,22011.45139,22400.26843,23207.36326,24307.20371,24660.27546,24971.27568,25724.2512,26821.51433,27466.79559,28817.10086,30369.76617,31838.9708,31164.47794,33033.96081,1,0.972,0.974,0.975,0.974,0.979,0.985,0.985,0.986,0.988,0.991,0.991,0.992,0.993,0.993,0.996,0.996,0.996,0.997,0.998,0.999,1.006,1.007,1.007,1.007,1.005,1.006,1.007,1.006,1.006,1.005,1.008,1.008,0.704607998,0.701906535,0.707254318,0.719526262,0.731089777,0.739033736,0.747642002,0.759099016,0.769325308,0.778177855,0.787375202,0.794828105,0.801900999,0.806603154,0.805792216,0.811632967,0.816811466,0.822118013,0.82782938,0.8323879,0.842475618,0.848837928,0.853467951,0.864183005,0.865356111,0.868653601,0.873237743,0.875608889,0.878184863,0.882107049,0.877575394,0.878323947,75.2786,75.1096,75.533,75.8282,76.0744,76.3932,76.5601,76.9549,77.2899,77.4295,77.9329,78.3567,78.7649,78.884,79.2236,79.3385,79.5774,79.6725,79.8584,79.9532,80.4598,80.7514,80.7711,80.9139,81.3941,81.307,81.7191,81.5418,81.4865,81.7395,80.9849,80.3888,12.48828983,12.47583008,12.44423962,13.00981045,13.28182983,13.31727028,13.58320999,14.10095978,14.57161999,14.98705959,15.14741039,15.49427032,15.83261967,15.95726013,15.41557026,15.5497303,15.53114033,15.55622959,15.61806965,15.70578957,16.1001606,16.06341934,16.19065094,17.22479057,16.81509972,16.83546638,16.85583305,16.87619972,16.79640961,16.7696991,16.7696991,16.7696991,8.93422434,9.203922606,9.473620873,9.743319139,10.01301741,10.28271567,10.4370715,10.58392042,10.73076935,10.87761827,11.0244672,11.13676344,11.24905968,11.38986142,11.53066317,11.67146492,11.81226667,11.95306842,12.09387016,12.30233002,12.29596996,12.55772018,12.78934956,12.80893993,12.8828001,13.00320005,13.12360001,13.17770743,13.23181486,13.28592229,13.34002972,13.34002972,8341.67793,7588.099971,7667.919131,7988.562068,8704.199224,9202.808572,9818.445119,10382.93856,10887.20564,11437.19423,12238.9914,12466.07679,12650.29796,12990.35096,13222.87281,13842.66798,14532.1787,15374.33962,16158.70331,16463.81739,17760.63559,18573.54603,18872.34554,19071.01142,19660.53189,20490.11747,20902.66414,21880.44025,23123.71652,24146.55816,23544.24496,25260.74044,0.725037052,0.720534979,0.725145163,0.73854469,0.746752255,0.750437115,0.758784192,0.76975214,0.778743048,0.785282343,0.794618862,0.800955648,0.807759434,0.812687606,0.808862747,0.815235981,0.820301527,0.824525521,0.8295848,0.833487913,0.837323144,0.842713656,0.847638454,0.858226135,0.861358243,0.863421409,0.867460996,0.870697017,0.872613052,0.877306977,0.870928316,0.871513813,66.2528,65.8738,66.4553,67.1232,67.4319,67.5539,68.0006,68.3017,68.6628,68.6311,69.525,70.0532,70.3688,70.5624,70.7091,70.8439,70.9957,71.0269,71.3188,71.6007,72.1506,72.5107,72.6203,72.9733,73.6498,73.4696,73.8273,73.8484,73.7447,74.0824,72.9804,72.6255,11.9924202,12.07653046,12.06591988,12.77011013,12.93082047,12.80202007,12.95627022,13.46984959,13.85706997,14.19600964,14.30599022,14.52696037,14.84047985,14.98499012,14.20654964,14.41948986,14.43986034,14.4384203,14.41798019,14.42916012,14.54695988,14.42467976,14.53415012,15.43327045,15.19077969,15.23473994,15.27870019,15.32266045,15.29001999,15.31564045,15.31564045,15.31564045,10.40762342,10.51353693,10.61945044,10.72536395,10.83127746,10.93719097,11.04958898,11.16198699,11.274385,11.38678301,11.49918102,11.59212553,11.68507004,11.77953164,11.87399324,11.96845484,12.06291644,12.15737804,12.25183964,12.38543987,12.33378983,12.54265976,12.77620029,12.74464035,12.7865696,12.82964993,12.87273026,12.89659762,12.92046499,12.94433236,12.96819973,12.96819973,14071.76788,12791.45967,12946.36132,13489.87971,14585.18088,15520.11698,16596.95068,17715.16003,18516.22399,19365.56239,20350.4433,20564.44948,21070.33433,21724.4583,22462.64117,23668.73706,25158.79084,26739.40377,28239.19397,28719.67459,29006.75496,30413.85894,30826.72797,31259.02915,32187.36505,33571.2069,34466.38322,36215.25641,38098.34908,40044.29286,39296.25384,41335.50045,0.76,0.765,0.771,0.782,0.784,0.788,0.795,0.804,0.811,0.815,0.815,0.816,9.475651981,9.47872972,9.330340116,9.157646599,9.131625284,8.979865441,8.686997843,8.014790925,7.477034607,7.46316103,6.888828933,6.831017673,9.631391201,9.681227863,9.507042254,9.385863268,9.36416185,9.216589862,8.830275229,8.114285714,7.525655644,7.491486947,6.96347032,6.849315068,5.027555943,4.908439159,4.876660347,4.790579796,4.641955853,4.459016323,4.487503529,4.453942776,4.348323822,4.306703091,4.099816799,3.926383018,6.3426,5.62807,5.59326,5.39706,5.3656,5.09326,4.71453,5.20938,4.93736,4.93736,4.45925,4.45925,17.0568,17.89968,17.5211,17.2853,17.38732,17.38732,16.85896,14.38105,13.14542,13.14542,12.10742,12.10742,31,0.272,0.278,0.264,0.252,0.242,0.227,0.217,0.206,0.202,0.197,0.194,0.158,0.158,0.156,0.153,0.157,0.159,0.166,0.173,0.174,0.171,0.152,0.152,0.15,0.145,0.134,0.132,0.125,0.121,0.111,0.11,0.109,16,17,15,14,13,12,11,10,9,8,7,6,5,5,5,4,4,4,4,3,3,3,3,3,2,2,2,2,2,2,2,2,29.998,30.545,28.601,26.287,25.05,21.984,20.612,19.257,18.286,17.135,16.681,16.084,15.763,15.243,14.396,14.105,14.403,15.114,16.563,16.635,15.979,14.733,14.841,14.263,13.708,12.792,12.284,11.378,10.681,9.856,9.743,9.653,53.111,53.463,53.359,52.865,52.272,51.133,50.52,49.938,49.702,49.371,50.081,50.284,48.995,47.981,47.354,47.656,46.571,46.223,46.551,47.209,47.601,47.76,48.142,48.154,48.489,48.415,48.316,48.407,48.434,48.129,47.867,49.2,69.588,69.928,69.828,69.134,67.773,66.651,65.939,65.714,65.111,64.299,64.133,63.996,62.937,61.872,62.016,62.798,62.102,61.88,62.591,63.338,63.744,64.043,64.283,64.402,64.675,64.56,64.788,65.149,64.915,64.958,65.016,65.489,12,0.619,0.612,0.624,0.634,0.645,0.648,0.65,0.658,0.67,0.675,0.684,0.695,0.704,0.706,0.702,0.711,0.709,0.705,0.706,0.717,0.719,0.715,0.728,0.743,0.745,0.745,0.745,0.745,0.748,0.754,0.753,0.753,13.54748603,14.1654979,13.09192201,13.26949384,12.95546559,13.13672922,13.90728477,14.09921671,13.65979381,13.79310345,13.74527112,13.01627034,12.65508685,12.94697904,13.22620519,12.7607362,13.53658537,14.54545455,15.04211793,14.13173653,14.50653983,15.58441558,14.55399061,13.90498262,13.87283237,14.17050691,14.56422018,14.85714286,14.70923603,14.415437,14.04109589,14.04109589,9.926393156,9.816149212,9.548789037,9.541222437,9.390880577,9.435516151,9.804380022,9.534565209,8.799522459,8.54431517,8.239596689,8.144980654,7.965564495,8.313801655,8.448357661,8.428294452,8.794014775,8.779042909,8.615268234,8.261394294,8.737005307,8.731613228,8.546360529,8.454689799,8.145739808,8.240480859,8.537729914,8.897351948,8.886554657,8.433355061,7.9159743,7.9159743,13.52,15.17,13.33,13.46,13.06,13.42,14.5,15.35,15.64,16.17,16.69,15.33,14.74,14.74,15.28,14.36,15.39,17.46,18.88,17.52,17.49,19.91,18.03,16.55,17.12,17.55,17.96,17.93,17.78,17.85,17.85,17.85 +PRK,North Korea,,EAP,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,70.21,70.3125,70.8239,71.8705,70.7181,60.8944,60.9557,60.9735,60.906,60.7984,60.7631,60.7449,60.7917,69.5458,69.4367,69.2853,69.0855,68.9109,68.9578,69.7317,70.4187,70.9778,71.6261,72.3189,72.9423,72.7844,72.8045,72.9778,73.0309,73.1985,73.2741,73.2845,,,,,,,,,,,,,,,,,,,,,,,,,,10.74618,10.77764514,10.78317,10.78317,10.78317,10.78317,10.78317,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,73.8236,74.0156,74.639,76.3014,74.9006,64.24,64.2467,64.2412,64.1118,63.8998,63.8133,63.7561,63.7652,73.098,72.9201,72.71,72.4554,72.2356,72.2516,72.9956,73.5346,74.0584,74.634,75.294,75.8592,75.5149,75.5145,75.6235,75.6325,75.6997,75.7252,75.7426,,,,,,,,,,,,,,,,,,,,,,,,,,10.3244,10.3547,10.3849,10.4151,10.42153,10.42153,10.42153,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,65.3735,65.322,65.6549,66.0239,65.1049,56.659,56.798,56.8695,56.898,56.932,56.9871,57.0521,57.1773,65.0315,65.0556,65.0356,64.9692,64.9069,65.0293,65.7117,66.4999,67.1306,67.8977,68.694,69.4731,69.7428,69.854,70.1541,70.3067,70.6254,70.7929,70.8305,,,,,,,,,,,,,,,,,,,,,,,,,,11.1679,11.2006,11.2333,11.266,11.14481,11.14481,11.14481,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,16.30227852,15.55809402,14.68531322,13.81739235,13.06089497,13.21600723,12.91828537,12.32974243,12.01801491,11.58582592,11.25858021,10.96100235,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,80,64,56,57,70,96,129,156,159,151,139,128,122,121,120,120,120,119,118,113,106,100,96,94,93,91,90,89,89,89,89,89,6.674,6.066,5.457,4.599,4.282,3.928,3.451,3.121,2.786,2.71,2.512,2.372,2.177,2.041,1.519,1.166,0.876,1.018,1.3,1.31,1.281,1.454,1.561,1.725,1.828,2.007,2.068,2.181,2.165,2.327,2.245,2.325,76.596,76.833,77.201,77.465,77.625,77.89,78.106,78.475,78.566,78.327,78.347,78.213,78.196,78.15,78.092,77.956,78.035,78.117,78,78.063,78.106,78.089,78.05,78.023,77.997,78.072,77.919,78.105,78.327,78.408,77.501,77.185,86.589,86.634,86.696,86.73,86.747,86.772,86.789,86.81,86.813,86.801,86.801,86.791,86.788,86.782,86.775,86.761,86.765,86.77,86.758,86.761,86.762,86.759,86.754,86.75,86.745,86.75,86.736,86.751,86.764,86.768,86.116,86.141,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,6.031635258,5.68811426,4.917658369,4.461094731,4.018906865,3.716928398,3.239582194,2.917287714,2.607718157,2.819860139,3.016471445,3.097936366,2.941011514,2.97921718,3.022037371,3.134160667,3.166602813,2.624339811,2.893010662,2.19280548,2.037685208,1.466595902,1.51468238,1.083599882,1.219002155,0.977666902,1.162193351,0.856034204,0.691744577,1.144670603,1.13702274,1.13702274,1.52,1.2,1.66,2.66,2.16,2.27,2.04,1.6,1.29,1.52,1.56,1.32,1.25,1.41,1.16,1.36,1.41,1.33,1.26,1.39,1.06,0.96,0.96,0.87,0.9,1.03,1.14,0.93,0.74,0.75,0.75,0.75 +PRT,Portugal,Very High,,38,0.701,0.711,0.727,0.741,0.754,0.761,0.769,0.778,0.786,0.785,0.791,0.797,0.798,0.802,0.805,0.806,0.811,0.818,0.822,0.825,0.829,0.835,0.836,0.845,0.848,0.85,0.853,0.859,0.86,0.867,0.863,0.866,74.304,74.2401,74.8701,74.7614,75.73,75.5501,75.4763,75.9227,76.1164,76.3221,76.8304,77.1508,77.3676,77.5784,78.4199,78.3053,79.0713,79.281,79.5613,79.7706,80.035,80.4971,80.4784,80.8172,81.2157,81.2093,81.2324,81.498,81.3947,81.7007,81.0545,81.0443,11.76766968,12.22264004,13.01918983,14.1583004,14.64418983,14.97101021,15.43239975,15.65526009,15.87812042,15.45625019,15.70429993,15.89315987,15.80930042,15.8705101,15.41162014,15.41471004,15.42185974,15.75298023,15.95997047,16.01322937,16.11691093,16.21479988,16.30388069,16.75221062,16.51876068,16.44728088,16.37409019,16.53578949,16.72011948,16.87122917,16.87122917,16.87122917,5.271293763,5.439489841,5.613052709,5.786615576,5.960178443,6.133741311,6.307304178,6.480867045,6.654429913,6.704740047,6.782649994,6.874939919,6.960040092,7.147799969,7.389319897,7.494040012,7.617310047,7.671520233,7.782169819,7.926529884,8.058150291,8.277119637,8.495369911,8.655139923,8.870940208,8.986729622,9.112580299,9.218230247,9.144709587,9.327420235,9.575940132,9.575940132,22852.76332,23854.19104,24140.77949,23559.85384,23572.05132,24588.11941,25140.9191,26014.46984,27417.18869,28500.60595,28671.51922,29112.95799,29484.44685,29338.71435,29701.17472,29777.58843,29778.5573,30537.20511,30147.68603,29783.32249,30139.45026,29884.279,28625.27535,29016.09421,29339.43433,30186.54091,31170.51606,32269.04155,33134.17013,34078.58487,31636.80056,33154.53343,1,0.98,0.971,0.976,0.979,0.976,0.979,0.983,0.982,0.983,0.983,0.984,0.988,0.986,0.988,0.989,0.99,0.99,0.987,0.984,0.988,0.989,0.99,0.989,0.987,0.985,0.985,0.986,0.987,0.991,0.988,0.992,0.994,0.69183995,0.698956553,0.718342635,0.731903554,0.743062372,0.751551403,0.761369714,0.769165198,0.777527805,0.776308056,0.783036159,0.790187732,0.791354918,0.795900762,0.798894212,0.800260531,0.805727222,0.810766593,0.814133818,0.81869294,0.823803815,0.829836157,0.831063796,0.8389636,0.8405158,0.842892519,0.845744249,0.852171048,0.855715563,0.860893346,0.859173339,0.862546452,77.8054,77.8985,78.5871,78.4088,79.2592,79.2237,79.2316,79.5274,79.745,79.8885,80.3519,80.6727,80.8167,80.8502,81.7861,81.6275,82.54,82.5147,82.7206,82.8563,83.1209,83.586,83.4712,83.888,84.2455,84.14,84.1866,84.3898,84.3132,84.5466,83.981,84.0791,12.43752348,12.51525974,13.54925489,14.58325005,14.96611977,15.30243015,15.83633041,16.04086018,16.24538994,15.81177044,16.07435989,16.38705063,16.22654915,16.34934998,15.89328957,15.87569046,15.82888985,16.05182076,16.18928909,16.2636795,16.33403969,16.41974068,16.4376297,16.74901009,16.47220039,16.33522987,16.26861,16.4751091,16.75861931,16.9929409,16.9929409,16.9929409,4.923535611,5.109200001,5.301865714,5.494531427,5.68719714,5.879862853,6.072528567,6.26519428,6.457859993,6.504159927,6.59457016,6.703159809,6.826099873,7.03455019,7.281909943,7.394710064,7.530449867,7.61838007,7.735949993,7.89041996,8.064240456,8.262209892,8.489339828,8.674340248,8.907409668,9.015449524,9.151379585,9.276439667,9.222990036,9.363769531,9.607560158,9.607560158,15693.41919,16747.06967,17100.6272,16898.64719,17047.91036,17858.04764,18342.75338,18995.94322,20057.03939,21004.33866,21259.49502,21656.4623,21948.40881,22120.99069,22336.4424,22706.78331,22759.74338,23515.92159,23262.41187,23822.49439,24285.87243,24539.97585,23921.05625,24149.57763,24100.97477,25530.50353,26371.35519,27335.74081,28238.77912,28229.37983,27116.64955,28713.43697,0.706228249,0.719769031,0.73616179,0.747716955,0.761315119,0.767472767,0.774255713,0.783159902,0.791024236,0.789944599,0.796062568,0.799918065,0.802262655,0.805651171,0.807746121,0.808723545,0.813666407,0.821609148,0.826960433,0.828633607,0.832773522,0.838159285,0.840172611,0.850007827,0.853493423,0.855730492,0.85791244,0.863268084,0.863420369,0.871203186,0.866128315,0.867492871,70.7725,70.5796,71.1432,71.11,72.1486,71.8569,71.73,72.29,72.4698,72.7323,73.2675,73.5845,73.8669,74.2286,74.9561,74.8907,75.5018,75.9162,76.2592,76.5296,76.7941,77.2392,77.3149,77.572,77.9927,78.0839,78.0892,78.3997,78.2784,78.6408,77.9518,77.8468,11.09781587,11.9377203,12.84119034,13.74466038,14.32826042,14.64665985,15.03946972,15.27988482,15.52029991,15.10943985,15.34405041,15.41318989,15.40170002,15.40563011,14.94655991,14.97097015,15.0306797,15.46644974,15.74034977,15.77388954,15.90989017,16.02028084,16.17591095,16.75901985,16.56748962,16.56184006,16.48230934,16.59802055,16.68194008,16.74909019,16.74909019,16.74909019,5.668384733,5.816090107,5.967644351,6.119198595,6.270752839,6.422307083,6.573861326,6.72541557,6.876969814,6.93129015,6.994569778,7.068240166,7.110819817,7.275380135,7.510379791,7.606100082,7.715380192,7.731639862,7.834559917,7.967520237,8.051170349,8.294010162,8.502099991,8.63296032,8.828559875,8.953249931,9.067270279,9.150110245,9.053299904,9.284720421,9.538669586,9.538669586,30556.7332,31506.44743,31726.41103,30740.39353,30604.23733,31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+QAT,Qatar,Very High,AS,42,0.758,0.754,0.756,0.763,0.77,0.775,0.782,0.795,0.799,0.802,0.801,0.803,0.809,0.819,0.822,0.827,0.825,0.834,0.84,0.838,0.834,0.844,0.829,0.834,0.839,0.846,0.85,0.849,0.853,0.859,0.854,0.855,73.9817,73.966,74.1222,74.2434,74.3478,74.2499,74.6847,74.7873,74.8092,74.8,74.8279,75.2634,75.4118,75.565,75.9606,76.0637,76.5703,77.0155,77.4272,77.8776,78.4251,78.8911,79.2265,79.5364,79.7677,80.0639,80.4335,80.7171,80.8982,80.9897,79.0987,79.2716,11.84733963,11.51646042,11.16573048,11.56651974,11.94487953,12.15437984,12.44118023,12.6665802,12.89198017,12.99153996,12.77415991,12.55677986,12.81210995,13.34971046,13.29403973,13.19303989,12.28493977,12.45077491,12.61661005,12.78244519,12.94828033,13.49617958,11.57071972,11.0530901,11.43953037,11.99582005,12.21823025,11.90872002,12.02342987,12.30768013,12.63722038,12.63722038,6.414351989,6.547884967,6.681417946,6.814950924,6.948483902,7.08201688,7.196473719,7.310930557,7.425387396,7.539844234,7.654301073,7.81644826,7.978595448,8.140742636,8.302889824,8.694486618,9.086083412,9.477680206,9.591139793,9.163060188,8.548800468,8.65089035,9.116559982,9.802619934,9.723939896,9.695640087,9.667340279,9.730019569,9.86211879,9.99601145,9.99601145,9.99601145,59812.01574,57427.10285,62901.16988,61314.4608,61502.20274,62192.65195,61496.84028,78209.9189,84233.04314,84779.85835,87253.93628,85546.3434,87422.61047,87792.11039,89618.7176,78649.06596,91144.48033,90330.59796,89618.73955,83622.77418,86331.42965,91383.97812,90093.22967,90598.69022,91347.51852,93931.58322,94985.79979,91499.86316,89089.21103,87791.91612,83720.69503,87134.13469,1,0.959,0.954,0.967,0.967,0.963,0.967,0.972,0.981,0.981,0.987,0.989,1.007,0.982,0.972,0.971,0.966,0.994,0.989,0.983,0.981,0.996,0.977,1.012,1.012,1.02,1.023,1.022,1.027,1.023,1.022,1.015,1.019,0.729975165,0.724773075,0.73242424,0.740795635,0.747196734,0.753514759,0.762856635,0.775338593,0.780378892,0.785285155,0.786205913,0.801178838,0.793127331,0.799228589,0.800577909,0.801751697,0.815228218,0.823917787,0.827086909,0.82400784,0.824127876,0.824034976,0.830062829,0.83603248,0.847508373,0.85903557,0.864329633,0.864183714,0.866272544,0.871105231,0.862098691,0.865842414,75.34,74.9177,75.4917,75.3203,75.355,75.4144,76.2679,76.3045,76.2458,76.2715,76.2031,77.0332,76.9698,77.1556,77.7364,78.3304,79.2782,79.734,79.9398,80.232,80.4916,80.5383,80.6791,81.2426,81.4149,81.6608,82.0644,82.3118,82.4624,82.6461,80.6786,80.9374,13.04794025,12.61487007,12.42436028,13.03149033,13.28195953,13.47974968,13.82065964,13.80843496,13.79621029,13.98775005,13.77354479,13.55933952,13.42201996,13.63335991,13.40369034,13.52680969,13.19023037,13.29888034,13.40753031,13.51618028,13.62483025,13.78985023,13.41209984,13.20067024,13.6005497,14.09552956,14.0646801,14.00181961,14.09974957,14.37524986,14.53326988,14.53326988,6.878678768,7.07210383,7.265528892,7.458953955,7.652379017,7.845804079,7.973948182,8.102092286,8.230236389,8.358380493,8.486524597,8.650935899,8.815347202,8.979758505,9.144169807,9.479646683,9.815123558,10.15060043,10.36431026,10.53732014,10.03818989,9.860930443,10.44944954,10.67131042,10.90538979,10.99220991,11.07903004,11.27165985,11.44392157,11.61881592,11.61881592,11.61881592,21128.07537,20686.5333,22869.94,22673.20621,23100.79944,23763.22474,23709.56339,29973.19002,32583.00471,33316.95229,34767.0283,44675.87468,36943.44952,37539.05776,36621.63434,31178.37305,37252.64234,38044.00079,36650.69359,31061.43367,33849.96487,33991.55275,35350.77324,37442.63899,40250.59704,43844.95423,46309.22923,43358.66857,41741.8701,40832.237,39987.12571,42100.84743,0.761404743,0.760041186,0.757623601,0.765970957,0.77602891,0.779248706,0.784933268,0.790290727,0.795296292,0.795844372,0.794671955,0.795353959,0.808071921,0.821869713,0.824392398,0.829938486,0.8203009,0.833219893,0.841387094,0.840098261,0.827027607,0.843560702,0.820593858,0.825957458,0.831130349,0.840039477,0.845407726,0.841871929,0.846460585,0.852624818,0.849570076,0.849982592,73.1863,73.3487,73.3567,73.6038,73.7436,73.5942,73.8596,73.984,74.0442,74.0324,74.1057,74.3914,74.6204,74.7602,75.078,74.9818,75.3467,75.8389,76.3262,76.8079,77.3882,77.965,78.3947,78.6234,78.8839,79.2269,79.5842,79.8472,80.0275,80.0644,78.2254,78.3139,11.07067013,10.79008007,10.48501968,10.88346004,11.45565987,11.6236496,11.83065987,12.06634998,12.3020401,12.21632957,11.96422482,11.71212006,12.43268013,13.30233002,13.18438911,13.15732956,11.68566036,12.03130031,12.37694025,12.72258019,12.27173042,13.20250893,10.66011047,10.06480026,10.54586983,11.19651985,11.56311035,11.15349007,11.30982971,11.64752007,12.09377956,12.09377956,6.2317183,6.337940771,6.444163242,6.550385713,6.656608184,6.762830655,6.873774125,6.984717595,7.095661064,7.206604534,7.317548004,7.485143458,7.652738912,7.820334367,7.987929821,8.428423246,8.86891667,9.309410095,9.430620193,8.892359734,8.192020416,8.356760025,8.81114006,9.588959694,9.450209618,9.396179676,9.342149734,9.367320061,9.489158573,9.61258181,9.61258181,9.61258181,78432.57828,75250.91959,82462.53107,80326.29612,80517.78633,81336.89786,80429.80933,102350.9921,109869.3352,110117.511,112918.3967,105412.2007,111863.8346,112056.7104,115497.1342,100716.5442,112436.4139,107953.1018,105951.0791,99674.18551,103133.0886,110642.136,109065.2522,109226.0722,108751.7236,110397.3763,110907.4614,107618.8363,105500.1306,104952.3686,100185.5901,104066.1641,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,5.981606483,5.800187111,5.636031628,5.460959911,5.287857533,5.077056885,4.843249321,4.620758057,4.415297508,4.225291252,4.012167454,3.872181892,19.05350472,19.88182141,18.42700576,14.11868629,13.59400339,13.59400339,11.76445408,11.22725944,11.22725944,11.22725944,11.22725944,11.22725944,,,,,,,,,,,,,54,,,,,,,,,,,,,,,,,0.559,0.558,0.562,0.555,0.541,0.54,0.542,0.54,0.531,0.523,0.515,0.176,0.171,0.167,0.169,0.22,17,17,16,16,16,15,15,15,15,14,14,14,13,13,13,12,11,11,11,10,10,10,10,10,10,9,9,9,9,9,9,9,52.569,46.908,43.292,40.221,35.379,29.16,25.681,22.294,21.05,20.276,18.958,19.06,19.995,18.708,17.981,16.342,15.936,16.165,16.659,16.866,17.157,15.596,14.986,12.778,11.788,10.735,9.549,8.798,8.016,7.549,7.696,7.069,45.234,45.764,45.668,45.977,46.091,46.258,46.097,44.993,44.681,44.72,44.608,45.105,45.405,45.963,45.947,46.752,47.858,49.042,49.082,49.327,51.089,52.235,53.578,55.055,56.621,58.205,58.253,58.303,58.307,58.386,57.347,57.215,96.035,95.904,95.643,95.645,95.687,95.819,95.868,95.581,95.539,95.605,95.626,95.273,95.082,95.179,95.224,95.595,94.498,94.285,94.986,95.809,96.067,95.624,95.477,95.475,95.607,95.831,95.803,95.829,95.953,96.196,95.444,95.456,-96,0.529,0.464,0.348,0.327,0.349,0.329,0.343,0.299,0.359,0.392,0.36,0.269,0.298,0.315,0.343,0.322,0.21,0.254,0.32,0.397,0.43,0.422,0.401,0.459,0.432,0.442,0.441,0.445,0.481,0.47,0.49,0.491,30.21108179,38.46153846,53.96825397,57.14285714,54.67532468,57.5483871,56.13810742,62.38993711,55.06883605,51.12219451,55.05617978,66.50062267,63.16440049,61.53846154,58.27250608,61.06408706,74.54545455,69.54436451,61.9047619,52.62529833,48.441247,50,51.62846803,44.96402878,48.51013111,47.75413712,48.11764706,47.58539458,43.61078546,45.28521537,42.62295082,42.57309942,23.95911631,35.66306148,54.05847859,61.18800588,59.76696165,60.95781023,60.60578224,68.72381244,57.51248273,53.91094307,57.40681353,67.01251358,63.51167479,60.5767482,56.6964985,58.57310242,61.79340987,51.62413393,44.72622358,41.44946977,38.74328176,39.12217424,42.03116199,35.39233082,36.76751526,35.13156202,33.49433802,36.61180125,38.43969224,40.619378,37.01945087,37.01945087,27.53,26.91,31.58,27.01,23.99,28.32,25.86,26.68,28.46,25.58,28.56,38.11,36.35,37.39,36.64,39.63,63.51,68.79,63.11,48.29,43.53,46.18,45.28,41.15,46.8,47.71,51.08,44.9,33.57,33.72,33.72,33.72 +ROU,Romania,Very High,,53,0.703,0.689,0.679,0.68,0.682,0.688,0.693,0.696,0.7,0.708,0.715,0.722,0.729,0.732,0.742,0.756,0.77,0.786,0.806,0.809,0.807,0.808,0.805,0.81,0.811,0.813,0.816,0.823,0.827,0.832,0.824,0.821,69.729,69.8842,69.4055,69.5784,69.5789,69.5602,68.9817,69.4482,70.125,70.6008,71.2823,71.2944,70.7048,69.8004,69.5031,70.6095,71.4718,72.5458,73.6078,74.029,73.9959,74.4314,74.3908,74.9756,74.9279,74.7901,75.2458,75.9519,76.1546,76.5079,75.3456,74.1847,11.92111015,10.99755001,10.56622028,10.36369991,10.28365993,10.42288971,10.89214993,11.02046967,11.13547039,11.51214981,11.62876987,11.91536045,12.39365005,12.83399963,13.36207962,13.66652012,14.0582304,14.62831974,15.32608986,15.66170979,15.5516901,15.19215965,14.6047802,14.61459351,14.62440681,14.63422012,14.32149029,14.25988007,14.27499962,14.22990036,14.22990036,14.22990036,8.498106819,8.594471947,8.691929817,8.790492821,8.889055824,8.987618828,9.086181831,9.184744835,9.283307838,9.381870842,9.480433846,9.578996849,9.677559853,9.860065842,10.04257183,10.22507782,10.40758381,10.5900898,10.6749897,10.69618034,10.73447037,10.85896015,10.95590019,11.02073956,10.85933971,10.98408985,11.08049011,11.14865017,11.21188498,11.27511978,11.27511978,11.27511978,13289.95661,11711.86444,10746.64888,10906.93426,11361.39657,12071.13964,12559.32363,11975.33227,11722.06464,11692.61437,12061.0788,12876.90213,13803.58871,14043.53532,15300.34332,16308.55395,17631.43917,18782.19739,21553.0856,20747.37719,20075.41853,20537.17243,20942.67019,21878.99577,23006.38141,23639.21976,24814.66283,26756.30966,27979.14701,29442.20491,28358.50064,30027.29131,1,0.947,0.948,0.951,0.952,0.957,0.96,0.958,0.961,0.959,0.961,0.962,0.966,0.966,0.964,0.966,0.974,0.978,0.983,0.978,0.994,0.986,0.984,0.982,0.984,0.987,0.975,0.985,0.982,0.995,0.995,0.998,0.994,0.682737457,0.669846763,0.661453519,0.662252226,0.666493174,0.673028228,0.677616382,0.68144564,0.685103492,0.692820893,0.700141418,0.708836339,0.715294436,0.71769267,0.728128039,0.745426051,0.761107609,0.779095153,0.795617021,0.806835433,0.800874464,0.801387527,0.796926914,0.803284372,0.805195886,0.801381102,0.809233453,0.81422552,0.825100619,0.829228863,0.823565741,0.818929278,73.0891,73.311,73.0766,73.3449,73.5307,73.6288,72.9017,73.5491,73.9975,74.2528,74.8951,75.0129,74.3986,73.3457,72.9705,73.9637,74.8934,76.0666,77.4289,77.8983,77.6719,77.9614,77.8404,78.3254,78.3438,78.1783,78.7102,79.6584,79.9379,80.1846,79.3662,77.8898,11.79695988,10.9637804,10.55037975,10.32495975,10.32639027,10.48155022,10.97531033,11.04930019,11.20261955,11.69095039,11.83578014,12.16856956,12.69538975,13.15388966,13.70971966,14.02328014,14.46835041,15.0923996,15.85410023,16.23591995,16.09684944,15.66310024,14.96415043,14.99584039,15.02753035,15.05922031,14.73095989,14.6967802,14.73904037,14.7216301,14.7216301,14.7216301,7.742066107,7.846720604,7.952789783,8.060292768,8.167795753,8.275298738,8.382801723,8.490304708,8.597807693,8.705310678,8.812813663,8.920316648,9.027819633,9.234307671,9.440795708,9.647283745,9.853771782,10.06025982,10.18836021,10.24610043,10.29037952,10.43974972,10.56690025,10.65546036,10.49645042,10.61962986,10.73276997,10.83304977,10.91143465,10.98981953,10.98981953,10.98981953,10162.05251,8967.645402,8237.640778,8352.69799,8693.680651,9230.620429,9427.434087,9196.856489,8955.825999,8971.00723,9254.871536,9882.374678,10383.2775,10429.75894,11353.25704,13035.31677,14230.17994,15361.32091,15729.75732,17204.19123,15924.03037,16390.25046,16815.49255,17716.52312,18913.04667,17246.13089,19824.30951,19678.78301,23115.24956,24139.82874,23326.13369,24554.47673,0.721272845,0.706334781,0.695397342,0.695797667,0.696499518,0.701285001,0.70734275,0.70892111,0.714103246,0.720884619,0.727761792,0.73411935,0.740826291,0.744334084,0.754060573,0.765491586,0.778041083,0.792358935,0.813246273,0.811717872,0.811980439,0.814095439,0.811136541,0.816642145,0.816023612,0.822027514,0.82142766,0.829527182,0.829075722,0.833760277,0.825005804,0.823464389,66.4496,66.5549,65.8814,65.9745,65.8256,65.7166,65.2763,65.5826,66.4235,67.0715,67.7658,67.6879,67.1387,66.3901,66.1719,67.3491,68.1346,69.0995,69.8799,70.2549,70.3941,70.949,70.9837,71.6388,71.5405,71.4374,71.8165,72.2928,72.4319,72.8615,71.5016,70.6364,12.03954983,11.02984047,10.58146,10.40067959,10.24304962,10.36709023,10.81295967,10.99304008,11.07151985,11.3419199,11.43155956,11.67407036,12.10604,12.52896976,13.03059959,13.32641983,13.66714954,14.18537045,14.82281971,15.11487007,15.03405952,14.74730968,14.26815987,14.25924333,14.25032679,14.24141026,13.94299984,13.85499001,13.84395981,13.77198982,13.77198982,13.77198982,9.331997264,9.419126678,9.507069588,9.595833588,9.684597588,9.773361588,9.862125587,9.950889587,10.03965359,10.12841759,10.21718159,10.30594559,10.39470959,10.55023174,10.7057539,10.86127605,11.01679821,11.17232037,11.20952988,11.19046974,11.22227001,11.31935024,11.38249016,11.42078972,11.25459957,11.3794899,11.45812035,11.49176979,11.5378499,11.58393002,11.58393002,11.58393002,16568.90673,14590.1606,13380.46328,13591.23636,14168.74159,15065.32377,15866.87954,14915.4514,14655.31174,14584.22656,15047.86202,16069.82779,17454.00628,17899.50687,19509.2189,19796.2912,21253.27438,22423.46978,27751.13099,24519.53714,24496.67635,24954.38475,25339.12917,26313.50808,27367.45605,30449.28823,30128.72547,34292.90063,33160.56383,35093.79299,33728.11956,35874.0976,0.709,0.726,0.724,0.734,0.724,0.726,0.729,0.732,0.732,0.737,0.736,0.733,11.78294582,9.963565431,9.798281032,9.294749891,10.52064658,10.47308421,10.46516613,10.75923625,11.15464332,11.01643048,10.43457172,10.40918618,12.14374226,10.14851485,10.0621118,9.382716049,10.72749692,10.70110701,10.66176471,11.05710814,11.48730351,11.41826923,10.67961165,10.71863581,8.072557449,7.509556293,7.592873096,7.165489674,6.917999744,6.536002636,6.064828396,6.217818737,5.610919952,5.196281433,4.972195148,4.896038532,5.03124,5.03124,4.67028,4.56156,5.98063,6.21994,6.32012,5.3222,5.33215,5.33215,5.43438,5.43438,22.24504,17.3499,17.13169,16.1572,18.66331,18.66331,19.01055,20.73769,22.52086,22.52086,20.89714,20.89714,67,0.515,0.504,0.496,0.489,0.482,0.474,0.469,0.462,0.455,0.445,0.434,0.388,0.382,0.379,0.363,0.362,0.358,0.364,0.368,0.369,0.358,0.341,0.326,0.314,0.316,0.318,0.32,0.283,0.282,0.278,0.277,0.282,128,115,105,97,90,86,82,76,68,61,54,49,47,43,39,35,32,30,28,28,27,24,23,21,21,21,21,19,19,19,19,19,52.222,49.624,48.051,47.399,46.29,43.352,41.228,41.832,41.657,40.796,39.544,36.16,33.81,35.027,35.948,38.192,40.107,42.254,47.617,48.499,41.957,38.316,37.965,35.351,36.568,37.154,38.018,38.65,37.733,37.09,36.763,36.376,61.982,62.526,62.94,62.113,61.282,60.446,57.378,59.646,58.563,58.646,58.187,57.091,51.269,49.048,48.687,46.865,47.843,47.475,46.829,46.655,46.204,46.103,46.252,46.003,46.19,45.256,44.461,45.912,45.673,45.602,45.383,42.795,76.182,76.709,77.08,76.17,75.238,74.286,72.664,72.764,72.072,71.686,71.11,69.745,64.741,63.292,63.001,61.524,62.624,62.62,62.795,62.853,64.244,62.768,63.636,63.722,64.212,64.522,63.674,64.651,65.001,65.42,65.496,62.34,15,0.626,0.624,0.618,0.621,0.624,0.626,0.631,0.637,0.644,0.659,0.666,0.666,0.676,0.675,0.678,0.691,0.699,0.709,0.717,0.738,0.735,0.725,0.727,0.736,0.737,0.732,0.735,0.741,0.744,0.746,0.74,0.738,10.95305832,9.433962264,8.983799705,8.676470588,8.504398827,9.011627907,8.946608947,8.477011494,8,6.920903955,6.853146853,7.756232687,7.270233196,7.786885246,8.625336927,8.597883598,9.220779221,9.796437659,11.04218362,8.776266996,8.921933086,10.27227723,9.689440994,9.135802469,9.124537608,9.963099631,9.926470588,9.963547995,10.0362757,10.33653846,10.19417476,10.10962241,7.274845077,5.977146603,5.571354881,5.203527065,5.154112914,5.410782976,5.593850801,5.153677041,4.632430122,3.950910671,4.172311144,4.449835943,4.486737524,4.719469575,4.716161941,4.681226958,4.859739935,4.818835658,4.732721359,3.951654015,3.807342604,4.231139951,4.146949873,3.712846157,3.772946901,3.832413015,3.74576341,3.928117522,3.978690989,3.865118112,3.715362722,3.715362722,12.24,11,10.51,10.61,10.23,10.77,10.49,10.28,9.84,8.67,8.18,9.66,8.62,9.28,11.18,11.07,12.29,13.64,16.44,12.81,13.32,15.56,14.45,13.74,13.72,15.52,15.39,15.21,15.45,16.04,16.04,16.04 +RUS,Russian Federation,Very High,,52,0.743,0.741,0.728,0.71,0.698,0.698,0.708,0.716,0.719,0.721,0.732,0.74,0.746,0.754,0.761,0.764,0.775,0.786,0.791,0.789,0.796,0.808,0.811,0.817,0.818,0.824,0.828,0.833,0.841,0.845,0.83,0.822,68.5354,68.4246,67.56,65.019,63.9354,64.101,65.4217,66.3645,66.7722,65.6306,65.2711,65.4166,65.1401,65.264,65.904,66.0746,67.2791,68.1535,68.4943,69.2116,69.386,70.3981,70.7695,71.3025,71.5664,72.1006,72.6609,73.3743,73.5306,73.9332,71.3423,69.419,12.82444,12.66557026,12.4005003,12.0488596,11.79273033,11.77857018,11.89381981,11.89286041,11.97801971,12.11678028,12.57031775,13.02385521,13.47739267,13.93093014,13.84131527,13.7517004,13.77840996,13.88510036,13.98149967,13.72636986,14.18549013,14.6446104,14.57188988,14.75537968,14.77151966,15.12909985,15.20600986,15.02735043,15.7072401,15.76636982,15.76636982,15.76636982,9.652386365,9.840884146,10.02938193,10.21787971,10.40637749,10.59487527,10.88737183,11.17986838,11.47236494,11.7648615,12.05735805,12.118024,12.17868996,12.20806491,12.23743987,12.26681483,12.29618979,12.32556474,12.3549397,12.38431466,12.41368961,12.4209021,12.43921641,12.47550707,12.49168978,12.53258866,12.56402159,12.72337438,12.72389289,12.77428805,12.77428805,12.77428805,21447.82461,20289.24743,17177.25745,15713.39967,13825.24638,13206.55931,12659.25684,12768.81802,11865.19326,12709.26548,14185.34693,15178.08414,15886.59368,16926.01007,18366.39377,19541.54932,21083.29258,23081.19442,24119.89487,22201.95573,23185.28566,24157.0564,25053.79345,25335.32544,25127.72727,24770.75166,24798.29278,25233.84257,25977.61212,26317.80587,25837.99768,27166.30891,1,,,,,,,,,,,,,,1.05,1.05,1.05,1.042,1.038,1.035,1.031,1.032,1.03,1.026,1.023,1.02,1.018,1.017,1.005,1.011,1.003,1.013,1.016,,,,,,,,,,,,,,0.772351866,0.779547174,0.783269454,0.790963263,0.799620426,0.803530168,0.799706355,0.808087437,0.818928709,0.820425541,0.824635862,0.824867861,0.829990935,0.833285708,0.832394132,0.844221305,0.844275248,0.834518271,0.828474835,73.8126,73.8919,73.5759,72.0025,71.4479,71.591,72.2525,72.5428,72.8182,72.2588,72.2787,72.4299,72.2545,72.3697,72.9946,73.15,73.8329,74.4787,74.7476,75.2543,75.3241,76.1909,76.3767,76.7558,76.9947,77.4201,77.8835,78.3328,78.4708,78.7682,76.3872,74.7727,,,,,,,,,,,,,,14.42798042,14.3803401,14.33269978,14.34547997,14.4369297,14.51587963,14.26294994,14.71337986,15.16380978,14.98443031,15.15054035,15.07853031,15.44806957,15.50671005,15.25936031,15.92144966,15.97797966,15.97797966,15.97797966,9.401774749,9.642442189,9.883109629,10.12377707,10.36444451,10.58146657,10.93125007,11.25738819,11.58352631,11.90966443,12.23580254,12.31227631,12.38875008,12.39096379,12.39317751,12.39539123,12.39760494,12.39981866,12.40203238,12.40424609,12.40645981,12.41809615,12.44540683,12.47678002,12.49069046,12.53557761,12.56592433,12.7003791,12.70628338,12.75277374,12.75277374,12.75277374,16479.5736,15570.96736,13156.67179,11965.65396,10474.64627,9989.462173,9586.490724,9716.077362,9053.545849,9819.225584,10972.05611,11734.66195,12408.0439,13228.71104,14377.44665,15324.39276,16569.36446,18080.90547,18723.13487,17283.23288,18636.95909,19450.29111,20174.45799,20342.00384,20157.93953,19820.67799,19859.55073,18992.19839,20908.29982,19962.20441,20870.36048,21857.33246,,,,,,,,,,,,,,0.735896458,0.74259657,0.745889656,0.758795877,0.770386839,0.776563987,0.775693643,0.782998719,0.795077822,0.799954707,0.806414066,0.808778311,0.815079821,0.819691917,0.828643718,0.835011281,0.841489889,0.823896687,0.81516103,62.9717,62.7463,61.5355,58.5392,57.2367,57.3988,59.0674,60.4285,60.9263,59.4713,58.9061,59.0569,58.7507,58.8832,59.4766,59.6504,61.1025,62.0729,62.4534,63.278,63.5342,64.5857,65.0885,65.7229,66.0098,66.6118,67.2239,68.1246,68.3069,68.788,66.1719,64.2085,,,,,,,,,,,,,,13.44929028,13.31954527,13.18980026,13.23097992,13.35173988,13.46428967,13.20736027,13.67597532,14.14459038,14.1756897,14.37734985,14.47840023,14.82524967,14.91975021,14.80510998,15.50271034,15.56381035,15.56381035,15.56381035,9.973866988,10.10075038,10.22763378,10.35451718,10.48140057,10.60828397,10.85997071,11.11165745,11.36334418,11.61503092,11.86671766,11.90623872,11.94575977,12.00539231,12.06502485,12.12465739,12.18428993,12.24392247,12.30355501,12.36318755,12.42282009,12.42507661,12.43292194,12.47411543,12.49301647,12.52874929,12.56180071,12.75596044,12.75032574,12.80649889,12.80649889,12.80649889,27082.56527,25634.4975,21730.08653,19957.89366,17623.80012,16860.30984,16155.13859,16245.60742,15068.82199,16003.69028,17852.35433,19114.98755,19872.5003,21174.28465,22964.82643,24420.01764,26320.47608,28891.7703,30395.55418,27922.9208,28473.3788,29624.33034,30714.53865,31120.64347,30879.37921,30494.92727,30505.07159,32440.34529,31825.9223,33644.91308,31564.33056,33288.05988,0.712,0.72,0.722,0.733,0.737,0.745,0.751,0.759,0.769,0.773,0.758,0.751,10.35046223,10.56752121,10.64857574,9.988607028,9.660921651,9.300999685,9.034837716,8.565050307,8.315390951,8.252542259,8.400117161,8.408886355,10.55276382,10.89108911,10.97410604,10.28151775,9.902200489,9.587378641,9.299516908,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High,EAP,12,0.727,0.737,0.748,0.758,0.77,0.779,0.789,0.802,0.81,0.82,0.831,0.833,0.84,0.845,0.851,0.875,0.881,0.887,0.892,0.892,0.91,0.915,0.92,0.923,0.928,0.93,0.934,0.935,0.94,0.943,0.939,0.939,74.9444,75.3289,75.6009,75.8015,75.8847,75.9757,76.5357,77.2281,77.9875,78.4701,79.0691,79.1863,79.3025,79.3985,79.7654,80.3541,80.71,80.9576,81.1698,81.4555,81.691,81.9745,82.2434,82.5157,82.6524,82.8265,83.0001,83.2236,83.4576,83.7584,82.861,82.7545,10.60184773,10.80219761,11.00254749,11.20289737,11.40324724,11.60359712,11.8228777,12.04215827,12.26143885,12.48071942,12.7,12.6,12.7,12.7,12.6,13.9,14.1,14.2,14.4,14.5,15.2,15.4,15.8,15.8,16.1,16.1,16.31657982,16.44087982,16.51959038,16.5243206,16.5243206,16.5243206,6.363349915,6.661061954,6.958773994,7.256486034,7.554198074,7.851910114,8.122598124,8.393286133,8.663974142,8.934662151,9.205350161,9.47603817,9.746726179,10.01741419,10.2881022,10.55879021,10.43768024,10.53822041,10.80021,10.81105995,11.18054008,11.24769974,11.25349998,11.37757015,11.44260979,11.57108974,11.58815956,11.5461998,11.74279022,11.85017014,11.92488003,11.92488003,38095.46683,39286.23565,41252.48872,43538.8571,47886.23501,50023.77595,51357.29707,55395.50344,52405.62352,53905.48781,56701.65976,55399.3285,56424.75916,58230.20618,61011.49733,64409.6079,70154.75235,73600.93417,71106.89587,67385.68689,77934.22796,78864.11916,79913.62743,81673.93973,85475.09886,83968.19969,86277.83995,88088.26615,86502.02095,86601.44993,81035.0282,90918.64471,1,,,,,,,,,,,0.938,0.939,0.943,0.948,0.952,0.96,0.966,0.967,0.965,0.963,0.971,0.972,0.974,0.975,0.984,0.981,0.987,0.989,0.986,0.988,0.989,0.992,,,,,,,,,,,0.800612769,0.803663045,0.8107403,0.818203577,0.826762782,0.85059168,0.858052323,0.862564974,0.868140362,0.869198685,0.889453075,0.894735744,0.902283315,0.905995676,0.918117957,0.918304561,0.926814018,0.929767131,0.932084592,0.936402485,0.931806142,0.935256237,77.5664,78.1725,78.4538,78.6347,78.5916,78.6476,79.24,79.9292,80.6812,81.0461,81.628,81.7951,82.0302,82.2799,82.6367,83.2443,83.4852,83.6437,83.6876,83.8392,83.9551,84.2222,84.4613,84.6338,84.7858,84.9747,85.1815,85.4071,85.6229,85.9086,85.3219,84.9268,,,,,,,,,,,12.5,12.4,12.5,12.5,12.5,13.8,14.1,14.1,14.3,14.6,15.3,15.5,16,15.9843,16.209,16.3,16.55118942,16.65766907,16.72925949,16.71208,16.71208,16.71208,6.085480213,6.295924187,6.50636816,6.716812134,6.927256107,7.137700081,7.432455063,7.727210045,8.021965027,8.316720009,8.611474991,8.906229973,9.200984955,9.495739937,9.790494919,10.0852499,9.99641037,10.11680984,10.37376976,10.38455963,10.76574993,10.83049965,10.84916019,10.97437954,11.06544971,11.18640995,11.19544983,11.16557026,11.34617043,11.52062988,11.62705994,11.62705994,20125.9598,23256.90507,24479.24276,26516.5767,29629.68756,31447.84144,32939.06871,36143.39587,32616.68726,34141.60643,36072.02339,35553.14616,36161.62801,38001.88276,40479.14245,42793.07376,46839.60684,49095.22131,48920.14525,45869.65467,53680.97525,54924.01856,56034.64988,57808.09753,68368.30487,63905.55912,70732.44421,72425.51853,69854.91748,71260.14395,66908.0389,75093.99386,,,,,,,,,,,0.853955296,0.856290452,0.860069613,0.863270426,0.868319157,0.886366029,0.88863609,0.892402939,0.899765722,0.90302687,0.915634211,0.920167199,0.926786253,0.929327193,0.933083799,0.935803475,0.938883812,0.940256582,0.945031036,0.947361932,0.94237541,0.943210266,72.4175,72.6206,72.8857,73.1038,73.2923,73.4201,73.9429,74.6133,75.352,75.9168,76.5155,76.5955,76.6114,76.578,76.9288,77.4631,77.8938,78.2148,78.5745,78.9821,79.3353,79.6414,79.941,80.3074,80.4385,80.6044,80.758,80.9936,81.2572,81.5812,80.4682,80.6357,,,,,,,,,,,12.9,12.8,12.8,12.8,12.8,13.9,14.1,14.2,14.4,14.5,15.1,15.3,15.8,15.7239,15.9802,16,16.19351959,16.28347015,16.36606026,16.39477921,16.39477921,16.39477921,6.664810181,7.049978065,7.43514595,7.820313835,8.20548172,8.590649605,8.837842655,9.085035706,9.332228756,9.579421806,9.826614857,10.07380791,10.32100096,10.56819401,10.81538706,11.06258011,10.90760994,10.99230957,11.25749969,11.27210045,11.62495995,11.69859028,11.69347,11.81569958,11.85299015,11.99046993,12.01799965,11.9600296,12.17492008,12.21098042,12.2547102,12.2547102,55970.89631,55191.5677,57821.86143,60284.15097,65774.79984,68150.65476,69248.5222,74009.69917,71454.37409,72850.45822,76445.73142,74459.0038,76001.29228,77890.18632,81087.94948,85560.08058,92747.73185,97021.67038,92041.58,87447.91262,100347.6386,100895.3291,101846.8482,103555.4897,101132.5017,102307.574,100479.9124,102394.034,101703.8902,100608.3215,93926.91445,105348.3283,0.79,0.79,0.794,0.798,0.802,0.807,0.809,0.81,0.818,0.82,0.817,0.817,12.76650104,13.17753691,13.18597174,13.06422301,13.03676455,12.77239387,12.85608801,12.85533834,12.48718622,12.45732422,12.45196671,12.40971664,13.18681319,13.66120219,13.69565217,13.54279523,13.57758621,13.22580645,13.38329764,13.36898396,12.9787234,13.04347826,12.99254526,12.99254526,2.78225255,2.750238419,2.712582827,2.676125526,2.655534029,2.63675642,2.609333754,2.562251329,2.49383688,2.40425086,2.388178349,2.261428118,12.26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+SLB,Solomon Islands,Medium,EAP,155,,,,,,,,,,0.499,0.486,0.49,0.496,0.501,0.507,0.512,0.52,0.523,0.531,0.538,0.55,0.553,0.554,0.559,0.558,0.559,0.56,0.564,0.566,0.567,0.565,0.564,65.3917,65.5793,65.7671,65.958,66.1876,66.3807,66.5898,66.7416,66.9204,67.0685,67.2249,67.3635,67.5148,67.6443,67.8009,67.9363,68.0899,67.9856,68.4039,68.4656,68.7318,68.908,69.0839,69.188,69.2337,69.5834,69.8007,69.9882,70.1733,70.3821,70.1987,70.3477,5.985459805,6.15007019,6.555089951,6.932380199,7.179950237,7.180796146,7.181642056,7.182487965,7.183333874,7.184179783,6.644999981,7.306730032,7.968460083,8.110679944,8.252899806,8.395119667,9.011380196,9.229940414,9.71437361,10.1988068,10.68324,10.77255,10.6022,10.56268816,10.52332357,10.48410569,10.44503396,10.40610784,10.36732679,10.32869027,10.32869027,10.32869027,,,,,,,,,,4.498297,4.552326,4.606355,4.660384,4.714413,4.768442,4.822471,4.877886731,4.933302462,4.988718193,5.044133924,5.100165224,5.156818932,5.214101961,5.272021303,5.330584024,5.44073206,5.44073206,5.54073206,5.54073206,5.711848,5.711848,5.711848,2237.204991,2283.471505,2508.407433,2602.00385,2749.69555,2911.143751,2890.534359,2775.110151,2739.057353,2599.184381,2230.038041,2018.288756,1868.543189,1962.889561,2071.188991,2128.405381,2122.134963,2103.208263,2124.015708,2126.024839,2314.734737,2366.379699,2407.934942,2600.292942,2522.648632,2472.041073,2512.015248,2610.761701,2663.242801,2631.841793,2540.652696,2481.511362,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,68.6058,68.7028,68.8294,68.944,69.1183,69.2465,69.3654,69.4781,69.5826,69.6849,69.7737,69.8556,69.9191,69.991,70.0732,70.1484,70.2369,70.0049,70.4223,70.4239,70.6366,70.7754,70.8987,70.9342,70.9404,71.2368,71.4274,71.5772,71.7371,71.8999,71.8018,71.9594,5.374330044,5.504749775,5.86879015,6.214290142,6.520100117,6.555422115,6.590744114,6.626066113,6.661388111,6.69671011,6.228759766,6.869964838,7.51116991,7.669089953,7.827009996,7.984930038,8.595350266,8.787670135,9.300533424,9.813396712,10.32626,10.50762,10.42803,10.48011012,10.53245034,10.58505196,10.63791629,10.69104463,10.74443831,10.79809865,10.79809865,10.79809865,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1895.892629,1932.946563,2118.326977,2195.813053,2316.441011,2448.790937,2429.940491,2332.597812,2301.136658,2184.579036,1881.286604,1708.753536,1586.505521,1667.943699,1762.201381,1812.75468,1808.120198,1793.120649,1811.606164,1818.151258,2053.801332,2094.338488,2128.115621,2295.08153,2223.984716,2177.31319,2210.545455,2295.63057,2340.139719,2311.48428,2229.092311,2172.534897,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,62.9327,63.1665,63.3847,63.6201,63.8821,64.116,64.3839,64.5625,64.7926,64.9735,65.1834,65.3541,65.5602,65.7236,65.9271,66.1001,66.2956,66.2857,66.6959,66.7985,67.1006,67.3013,67.5136,67.6681,67.7413,68.1313,68.367,68.5824,68.7859,69.0324,68.7915,68.931,6.558919907,6.755489826,7.198550224,7.605199814,7.797520161,7.765718174,7.733916187,7.702114201,7.670312214,7.638510227,7.03275013,7.714789867,8.396829605,8.524156253,8.6514829,8.778809547,9.402009964,9.649559975,10.10568665,10.56181332,11.01794,11.02157,10.76535,10.64199158,10.52004671,10.39949918,10.28033299,10.1625323,10.04608148,9.93096504,9.93096504,9.93096504,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2552.21451,2607.718038,2869.961382,2979.131481,3152.540085,3341.602369,3319.853156,3187.986014,3147.993867,2986.537121,2556.250065,2308.4296,2133.439149,2240.435979,2362.467055,2426.467145,2419.126409,2396.908313,2420.314565,2418.390199,2562.805828,2625.277855,2674.481544,2891.258313,2807.562161,2753.373068,2799.941456,2911.878621,2972.111284,2938.207905,2838.725899,2777.232927,0.43,,,,,,,,,,,,21.57088685,,,,,,,,,,,,21.81818182,,,,,,,,,,,,15.57766056,15.24040127,14.9191246,14.71802425,14.83754253,14.04429722,13.66447735,13.36721706,13.05822849,12.74255657,12.59269142,12.07949352,22.82,,,,,,,,,,,,26.315,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,400,376,354,336,319,305,292,281,270,259,245,233,222,210,199,188,177,172,159,152,141,134,127,122,120,112,108,104,104,104,104,104,93.249,90.937,88.356,86.741,85.319,84.579,83.482,81.571,79.58,77.843,76.04,73.52,71.432,69.842,67.822,65.94,65.418,64.302,63.481,63.101,63.603,64.145,64.994,65.796,65.597,64.55,63.844,63.315,62.517,61.363,60.728,60.251,84.285,84.187,83.898,83.865,83.684,83.533,83.569,83.694,83.724,83.823,84.407,84.787,84.986,84.859,84.784,84.689,84.543,84.387,84.239,84.478,84.342,84.026,83.969,83.959,83.973,83.978,83.961,83.93,83.894,83.89,83.051,83.057,87.931,87.926,87.903,87.9,87.877,87.854,87.859,87.878,87.881,87.894,87.938,87.945,87.945,87.952,87.956,87.961,87.963,87.963,87.96,87.972,87.969,87.951,87.945,87.942,87.942,87.941,87.939,87.935,87.931,87.931,87.135,87.398,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.469945425,0.49114658,0.488552857,0.507239974,0.524506057,0.530309145,0.535447049,0.539948789,0.553324477,0.538315579,0.541608104,0.553139094,0.563784931,0.57375894,0.599294716,0.600381343,0.60169037,0.610506937,0.611451049,0.618753409,0.624709914,0.636023349,0.625972237,0.654133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+SLE,Sierra Leone,Low,SSA,181,0.312,0.305,0.305,0.312,0.312,0.314,0.312,0.307,0.305,0.301,0.318,0.331,0.347,0.357,0.364,0.372,0.382,0.397,0.409,0.42,0.427,0.433,0.447,0.459,0.461,0.453,0.457,0.466,0.47,0.48,0.475,0.477,44.0568,43.5063,43.6214,43.5936,42.9245,42.7157,43.6799,43.7149,42.7892,42.0712,45.0503,45.6607,46.3586,46.9628,47.5771,48.2373,49.323,50.3654,51.5259,52.6256,53.6932,54.6198,55.451,56.3132,56.3933,57.189,58.4045,58.6517,59.7959,60.2549,59.7632,60.0624,4.506159782,4.228769779,4.441174793,4.653579807,4.865984821,5.078389835,5.290794849,5.503199863,5.715604877,5.928009892,6.140414906,6.35281992,6.610703186,6.879054839,7.158299829,7.448880353,7.75125656,8.06590728,8.380558,8.695208719,9.009859439,9.072145944,9.13443245,9.196718955,9.259005461,9.321291966,9.383578471,9.445864977,9.509414262,9.57339109,9.57339109,9.57339109,1.902686429,1.994208055,2.08572968,2.177251306,2.268772932,2.360294557,2.442182328,2.524070098,2.605957868,2.687845639,2.769733409,2.861255035,2.952776661,3.044298286,3.135819912,3.227341538,3.318863163,3.410384789,3.501906415,3.59342804,3.684949666,3.766837436,3.848725207,3.930612977,4.012500748,4.094388518,4.21481171,4.335234901,4.455658093,4.576081285,4.576081285,4.576081285,1763.828519,1666.299127,1452.989273,1546.360188,1493.072967,1444.084462,1113.384922,926.0785907,879.1546318,806.2176803,819.1500021,932.6977502,1130.680555,1185.348383,1205.879906,1211.771121,1227.106268,1379.930856,1458.474648,1486.220976,1424.126763,1442.71507,1702.51524,1935.470065,1949.725129,1525.206701,1430.636491,1594.30889,1528.635626,1684.496721,1604.380084,1621.512579,5,0.725,0.732,0.737,0.743,0.749,0.759,0.754,0.76,0.782,0.818,0.777,0.786,0.792,0.799,0.804,0.81,0.817,0.83,0.839,0.847,0.861,0.867,0.872,0.876,0.878,0.88,0.884,0.887,0.867,0.895,0.894,0.893,0.254920466,0.256384154,0.257268134,0.263854876,0.265181923,0.268783659,0.26606243,0.263796276,0.265734882,0.269392614,0.277320104,0.29073851,0.306783,0.316662465,0.324898673,0.333211008,0.343969229,0.360684105,0.3745212,0.386045193,0.396218609,0.403724282,0.417960762,0.430403706,0.43313169,0.425985374,0.430297013,0.439811635,0.4374833,0.454918312,0.45028814,0.451696771,45.105,44.7152,44.8958,44.8325,44.2757,44.2816,44.7756,44.857,44.6847,45.3789,45.9798,46.6024,47.1272,47.7096,48.2352,48.8482,49.8652,51.0374,52.2512,53.3633,54.4898,55.4407,56.3207,57.2602,57.337,58.2021,59.5556,59.7941,61.1679,61.5545,61.1164,61.3543,2.868014524,3.037919639,3.217890165,3.408522393,3.610447934,3.824335822,4.050894722,4.290875282,4.545072619,4.814328956,5.099536407,5.401639938,5.721640498,6.060598329,6.419636487,6.799944558,7.202782601,7.629485322,8.056188043,8.482890764,8.909593485,9.055628378,9.117801479,9.17997458,9.242147681,9.304320782,9.366493883,9.428666983,9.492100565,9.555960911,9.555960911,9.555960911,1.075190606,1.134669235,1.194147865,1.253626494,1.313105123,1.372583752,1.448075859,1.523567965,1.599060072,1.674552178,1.750044284,1.814098193,1.878152101,1.94220601,2.006259918,2.070313827,2.150381212,2.230448598,2.310515983,2.390583369,2.470650754,2.571306896,2.671963038,2.77261918,2.873275322,2.973931464,3.099751641,3.225571818,3.351391996,3.477212173,3.477212173,3.477212173,1533.440131,1445.641751,1258.394771,1337.768865,1290.925979,1247.890055,960.9020975,799.3599327,759.196604,695.7914238,705.990834,803.8161607,974.9475871,1022.958638,1036.774805,1041.036445,1053.613947,1183.975639,1250.262238,1272.87689,1263.729797,1279.198361,1508.343478,1713.243302,1724.119702,1353.773302,1274.536346,1425.491111,1196.750777,1518.148,1440.809278,1453.292817,0.351729597,0.350255233,0.348873092,0.355335993,0.353962958,0.354311008,0.352723255,0.346978347,0.33988054,0.329335196,0.356844631,0.369893204,0.387300086,0.39622552,0.404190239,0.411453864,0.420869907,0.434815345,0.446352071,0.455833832,0.460007931,0.465454932,0.479332423,0.491049652,0.493237658,0.484001115,0.486558037,0.495693801,0.50458054,0.50842846,0.503557368,0.505719508,42.9965,42.2971,42.3517,42.3575,41.588,41.1868,42.5769,42.5694,40.9754,39.1174,44.0966,44.6949,45.5567,46.1815,46.8811,47.5869,48.7395,49.6563,50.7647,51.8521,52.8627,53.766,54.5502,55.3379,55.4223,56.1512,57.2347,57.4907,58.4186,58.9414,58.4045,58.7582,5.387123778,5.538346604,5.69381443,5.853646419,6.017965078,6.186896352,6.360569724,6.539118309,6.72267896,6.911392372,7.105403189,7.304860115,7.509916029,7.7207281,7.937457912,8.160271581,8.389339889,8.624838411,8.860336932,9.095835454,9.331333975,9.341626812,9.405763489,9.469900165,9.534036841,9.598173518,9.662310194,9.72644687,9.791883837,9.857761045,9.857761045,9.857761045,2.867184349,2.994614764,3.12204518,3.249475595,3.376906011,3.504336426,3.593537717,3.682739008,3.771940299,3.86114159,3.950342881,4.075224688,4.200106495,4.324988302,4.44987011,4.574751917,4.676696249,4.778640582,4.880584914,4.982529246,5.084473579,5.14309157,5.201709561,5.260327552,5.318945543,5.377563534,5.487153692,5.596743849,5.706334006,5.815924164,5.815924164,5.815924164,1998.235821,1890.610789,1650.657172,1758.095086,1698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+SLV,El Salvador,Medium,LAC,125,0.525,0.536,0.548,0.558,0.568,0.578,0.587,0.597,0.605,0.609,0.617,0.619,0.626,0.631,0.636,0.641,0.646,0.651,0.653,0.653,0.659,0.661,0.664,0.667,0.666,0.668,0.671,0.674,0.68,0.683,0.672,0.675,62.5504,63.8556,64.6574,65.2351,65.8384,66.3297,67.0758,67.8953,68.4785,69.3793,69.8647,69.5982,70.2324,70.1401,70.3402,70.4403,70.7732,71.1081,71.4236,71.5756,71.8478,71.8589,71.8313,71.7711,71.7464,71.8143,72.0248,72.3108,72.5546,72.5586,71.0609,70.7479,8.899497437,9.195750237,9.50186491,9.807979584,10.12818165,10.44838371,10.76858578,11.08878784,11.40898991,11.24400997,11.51992035,11.62421036,11.85634041,12.13774967,12.34562016,12.5539999,12.49475956,13.0039196,12.36439991,12.36340046,12.47132969,12.61316013,12.67521,12.78911972,12.54815006,12.56406608,12.5769017,12.53785778,12.71449047,12.67134767,12.67134767,12.67134767,3.729339234,3.847328115,3.969049931,4.094622782,4.220195634,4.345768486,4.471341337,4.596914189,4.722487041,4.848059893,4.973632744,5.099205596,5.224778448,5.3503513,5.475924151,5.601497003,5.727069855,5.526669979,6.029550076,6.130139828,6.339930058,6.209420204,6.366330147,6.434329987,6.528739929,6.623149872,6.717559814,6.825099945,6.968569994,7.112040043,7.150929928,7.150929928,5142.350799,5172.174624,5496.950396,5736.352952,5955.639848,6195.885277,6165.814936,6250.464489,6365.961908,6378.980593,6432.215581,6443.979106,6478.709785,6499.706918,6517.95534,6662.02182,6967.812746,7072.6786,7238.858093,6984.857474,7122.917511,7355.606685,7447.703934,7541.352768,7634.715924,7765.297992,7879.035883,7984.420771,8136.126957,8338.88639,7558.531908,8295.665889,2,,,,,,0.932,0.929,0.927,0.932,0.935,0.932,0.929,0.925,0.934,0.939,0.937,0.945,0.956,0.949,0.951,0.973,0.969,0.966,0.98,0.977,0.981,0.984,0.982,0.981,0.975,0.962,0.964,,,,,,0.552033801,0.55894052,0.567429768,0.578820637,0.583204945,0.589213594,0.589768566,0.595067327,0.602887898,0.609334403,0.613761786,0.621774114,0.632820946,0.632993259,0.633686847,0.648847089,0.649352536,0.651609768,0.659412648,0.656900602,0.66077438,0.664470931,0.666716461,0.672245217,0.672605625,0.655956075,0.660206921,68.3089,69.0655,69.713,70.3079,70.8887,71.2833,71.8926,72.5594,72.929,73.8027,74.2482,73.9027,74.7081,74.6817,74.9676,75.0828,75.4013,75.6771,75.9201,75.9608,76.2132,76.1894,76.163,76.1583,76.2671,76.5716,77.0754,77.4936,77.4882,76.7759,75.413,75.1492,,,,,,10.1856987,10.51382924,10.8429112,11.18122959,11.08001995,11.27001953,11.4064703,11.5883503,11.97994995,12.26263046,12.40283966,12.37580967,13.03085995,12.25072956,12.22651005,12.29677963,12.40769005,12.46450043,12.61347008,12.42257023,12.53757351,12.54216742,12.42506472,12.64582812,12.70825432,12.70825432,12.70825432,3.611669787,3.672418979,3.734189987,3.796999999,3.859810012,3.922620024,3.985430036,4.048240049,4.111050061,4.173860073,4.236670085,4.299480098,4.36229011,4.425100122,4.487910134,4.550720147,4.613530159,5.210519791,5.664899826,5.833819866,6.073550224,5.886670113,6.019370079,6.118770123,6.210683346,6.302596569,6.394509792,6.506700039,6.624375105,6.742050171,6.769279957,6.769279957,2838.956812,2869.361773,3100.481647,3350.912242,3556.206227,3612.419585,3588.621257,3663.013487,4031.389412,4138.458592,4228.174028,4175.620419,4111.985321,4305.476101,4403.189136,4528.456685,5089.429942,4598.635696,4751.627498,4628.862836,5584.270087,5781.305499,5778.201745,6330.813027,6089.110729,6107.16002,6151.620712,6192.869489,6378.725099,6507.744735,5280.655899,5823.671402,,,,,,0.592120251,0.601718273,0.612276808,0.620778005,0.623531223,0.632398863,0.634923754,0.643074607,0.645306817,0.648798442,0.655253959,0.657842421,0.661962458,0.666697321,0.666282201,0.667149702,0.670157257,0.674212324,0.672724532,0.672653181,0.673528958,0.675592155,0.67890545,0.68507282,0.69002639,0.682099063,0.684866967,57.0167,58.7313,59.634,60.1753,60.7894,61.3546,62.2074,63.1492,63.9163,64.8323,65.3504,65.1593,65.6277,65.4679,65.5738,65.6417,65.9648,66.3317,66.7053,66.9569,67.2447,67.2887,67.26,67.1464,66.9932,66.8342,66.7624,66.9081,67.3523,68.0093,66.4318,66.0775,,,,,,10.71106873,11.02334231,11.33466449,11.65367031,11.39960003,11.77766991,11.85144997,12.13799953,12.29703999,12.41987038,12.71710014,12.62320042,12.97198009,12.48915005,12.51371002,12.65874004,12.83290005,12.90349007,12.98548985,12.69184017,12.60154382,12.61917384,12.66564256,12.7930587,12.6377241,12.6377241,12.6377241,3.932759374,4.073115171,4.21848011,4.369032962,4.519585814,4.670138666,4.820691517,4.971244369,5.121797221,5.272350073,5.422902925,5.573455776,5.724008628,5.87456148,6.025114332,6.175667184,6.326220036,5.924980164,6.491449833,6.503330231,6.660520077,6.616159916,6.800260067,6.830979824,6.927173138,7.023366451,7.119559765,7.218770027,7.392854929,7.566939831,7.624269962,7.624269962,7585.188436,7616.610749,8042.394226,8273.257305,8512.389674,8954.055458,8922.472234,9022.853824,8871.255086,8786.843939,8804.350827,8889.062297,9034.045075,8873.332745,8810.631812,8980.774479,9014.670794,9772.589124,9953.795563,9557.030694,8803.013814,9074.930497,9271.345705,8863.998591,9324.118816,9578.834514,9770.120083,9948.118076,10064.8974,10350.62494,10062.77211,11014.9538,0.505,0.513,0.519,0.518,0.525,0.531,0.534,0.543,0.549,0.553,0.545,0.548,23.07359387,22.14428315,21.64338595,21.99124675,20.8280791,20.34294446,20.17567805,19.24989319,19.02430375,18.72066499,18.64258672,18.60811171,23.36874052,22.3903177,21.8373494,22.33883058,21.17117117,20.50898204,20.41728763,19.43620178,19.26470588,19.03367496,18.89880952,18.81481481,13.3907795,12.89548588,12.35542202,11.9578104,11.68103695,11.55913448,11.51303196,11.36567879,10.84712315,9.886942863,9.652708054,9.549283028,27.98790412,27.24205458,26.71518884,26.40671686,25.38055935,25.17606289,25.07658318,24.57277678,23.7938081,23.7938081,23.7938081,23.7938081,27.842098,26.295309,25.859547,27.609213,25.422641,24.293636,23.937419,21.811224,22.43198,22.481244,22.481244,22.481244,88,0.54,0.535,0.531,0.528,0.526,0.527,0.526,0.522,0.511,0.503,0.529,0.526,0.515,0.502,0.498,0.494,0.462,0.447,0.443,0.432,0.424,0.424,0.404,0.398,0.395,0.385,0.377,0.372,0.37,0.37,0.365,0.376,113,103,98,95,92,89,86,82,82,76,73,75,68,66,64,62,60,58,57,57,54,53,52,50,49,48,47,46,46,46,46,46,123.204,122.632,121.434,123.043,125.98,124.243,123.415,119.688,118.018,113.604,107.896,100.786,92.917,86.67,82.695,80.265,77.46,76.217,73.788,72.071,70.912,70.951,70.643,70.62,70.115,70.359,65.213,61.531,58.197,57.808,56.83,55.89,38.886,39.087,39.718,41.405,42.849,41.172,40.089,40.19,44.005,43.953,43.73,43.497,43.27,45.267,43.545,44.341,45.131,44.924,45.166,45.407,45.652,45.395,46.129,47.359,45.875,44.797,45.444,44.729,44.474,45.352,42.446,43.579,80.907,80.931,80.541,80.078,80.49,80.27,78.553,78.233,78.973,77.562,76.748,75.924,75.076,77.589,76.089,76.266,76.449,77.504,77.043,76.565,76.075,76.324,76.442,75.973,75.104,74.402,74.882,75.037,74.471,75.581,71.215,72.57,24,0.511,0.52,0.531,0.539,0.549,0.558,0.565,0.574,0.58,0.583,0.591,0.592,0.598,0.602,0.609,0.613,0.616,0.618,0.624,0.626,0.631,0.632,0.634,0.637,0.636,0.636,0.641,0.645,0.656,0.659,0.649,0.652,2.666666667,2.985074627,3.102189781,3.405017921,3.345070423,3.460207612,3.747870528,3.852596315,4.132231405,4.269293924,4.213938412,4.36187399,4.47284345,4.595879556,4.245283019,4.368174727,4.643962848,5.069124424,4.441041348,4.134762634,4.248861912,4.387291982,4.518072289,4.497751124,4.504504505,4.790419162,4.470938897,4.302670623,3.529411765,3.513909224,3.422619048,3.407407407,0.469651404,0.590524724,0.61237116,0.724090093,0.811356656,0.888036101,0.775843252,0.942469951,0.988518852,0.956038876,0.96315585,0.988256128,1.01807473,1.073543099,1.038182396,1.040577001,1.105010545,1.121161648,1.044511824,1.025141587,1.021786501,1.046506535,1.037508799,0.972619202,0.977136605,1.055362709,1.04557119,0.941715927,0.992283451,1.061849186,0.944111387,0.944111387,4.93,5.51,5.87,6.13,6.08,6.18,6.93,6.69,7.41,7.71,7.55,7.84,8.18,8.04,7.52,7.77,8.17,9.12,8.01,7.28,7.58,7.77,8.11,8.07,8.05,8.5,8.08,7.89,5.93,5.87,5.87,5.87 +SMR,San Marino,Very High,,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.86,0.862,0.845,0.853,78.6696,78.8539,78.8439,78.9294,79.2137,79.606,79.2439,79.6085,80.0336,80.2569,79.9486,80.4193,80.7656,80.7311,80.7028,81.2182,81.5574,81.853,82.2058,82.4928,82.6838,82.7619,82.575,82.3913,82.8949,82.927,82.9726,82.9161,82.9479,82.9863,79.5886,80.8786,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.89288998,11.96094036,12.26613998,12.26613998,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.80146027,10.80146027,10.80146027,10.80146027,52984.91521,53083.31198,52729.44043,56463.80666,59525.39316,64188.41043,66476.20068,68998.06219,72420.49944,76042.49354,75925.2464,78465.99366,79392.72059,82190.51878,84134.23685,83924.8326,86642.53886,89258.18951,87854.18234,73855.71679,71403.10317,63729.09125,53399.67319,54372.70707,53001.20328,49223.39698,49815.34772,54725.64938,54128.06922,55361.79834,50212.24688,52653.82534,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,80.6948,80.4436,80.533,80.8788,81.4601,81.962,81.5899,82.4531,82.6593,82.6325,82.2952,82.4253,82.2796,82.1682,82.2553,82.744,83.1312,83.5074,83.919,84.2278,84.3287,84.3236,84.3249,83.5858,84.3297,84.2815,84.2659,84.2922,84.3294,84.376,82.4315,83.495,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.58216953,11.6665802,11.75339031,11.75339031,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.89807987,10.89807987,10.89807987,10.89807987,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,76.5355,77.1505,77.0451,76.8875,76.8839,77.1563,76.8293,76.751,77.3563,77.8022,77.5368,78.2951,79.0991,79.1336,79.0014,79.547,79.8343,80.0415,80.3606,80.6443,80.9158,81.0749,80.7139,81.0975,81.3421,81.4458,81.558,81.4399,81.481,81.5176,76.9517,78.3621,,,,,,,,,,,,,,,,,,,,,,,,,,,,,12.27565956,12.28437996,12.81585979,12.81585979,,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.69499016,10.69499016,10.69499016,10.69499016,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2.942974329,2.888060331,3.119367838,2.876288652,2.82105875,2.801617146,2.781148434,2.772199631,2.744881868,2.712543964,3.004160643,2.832036257,,,,,,,,,5.562256324,5.562256324,5.562256324,5.562256324,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,9.444,8.833,8.11,7.294,7.061,7.078,7.227,7.1,6.885,6.537,6.174,6.744,5.938,5.662,5.472,4.203,4.194,4.155,5.142,4.296,4.684,4.656,3.904,4.692,3.976,3.681,3.439,3.287,3.429,3.489,3.655,3.751,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SOM,Somalia,,AS,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,47.1055,26.5647,27.3116,50.6485,50.3266,50.6005,50.4469,50.1947,50.6602,50.5245,50.6604,50.7403,50.7309,50.6139,50.5377,50.6606,50.5974,50.5147,51.1198,51.8533,50.563,51.3045,53.1611,53.8433,54.2773,54.857,55.0444,55.6536,56.3754,57.0776,55.9666,55.2803,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1692.608057,1711.810079,1502.209501,1496.895985,1165.676387,1147.321236,1167.249532,1098.789152,1084.533288,1076.761185,1069.705689,1064.616682,1065.152427,1066.995839,1064.814433,1063.632772,1057.121975,1053.598114,1050.8997,1048.740358,1046.88335,1045.251694,1043.810247,1080.816124,1091.0514,1090.472563,1088.129753,1072.750752,1071.89966,1071.896076,1025.952583,1017.96785,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,51.0883,28.4145,28.5685,52.117,51.7841,52.1309,51.9697,51.6231,52.0905,51.9757,52.0659,52.1598,52.1468,52.1065,52.0713,52.1734,52.2117,52.1959,52.8347,53.4456,52.5378,53.0379,55.1395,55.7754,56.3618,56.9302,57.2933,57.8085,58.5448,59.0917,58.0507,57.414,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,887.1604073,891.1671172,778.2586221,773.2265441,599.98359,586.5115799,591.382472,551.8371791,539.9313978,532.0285569,525.7439279,519.1952404,517.4489484,517.7769685,516.8245264,516.6963792,512.2418783,509.4140489,507.6123277,507.3263358,533.8449005,534.2582914,536.4632401,559.6229943,569.24984,572.8947893,575.16314,569.9410949,572.1694462,575.1360985,548.5230831,544.698414,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,43.5722,24.9041,26.1137,49.1955,48.8848,49.0919,48.9464,48.7794,49.247,49.0929,49.2716,49.3391,49.3337,49.1469,49.0339,49.1764,49.0217,48.8801,49.4558,50.298,48.6689,49.6248,51.2481,51.9698,52.2675,52.855,52.8874,53.5771,54.2833,55.1221,53.9672,53.2459,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2501.40073,2537.687633,2232.041081,2226.285943,1735.191225,1711.314094,1745.814482,1647.754902,1630.600439,1622.455686,1614.152035,1610.07288,1612.467109,1615.443901,1611.708466,1609.170186,1600.335373,1595.900242,1592.12458,1587.889626,1557.660902,1553.921008,1548.751708,1599.462988,1610.245784,1605.43203,1598.498585,1573.022914,1569.094945,1566.085901,1500.852455,1488.710749,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,48.61642456,47.87401581,45.32719803,44.52251816,43.76603699,43.0670433,42.52833557,41.84555054,40.9576149,40.19240189,39.06530762,38.33179855,43.51879,43.51879,,,,,,,,,,,,,,,,,24.35,24.35,24.35,24.35,24.35,24.35,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,1340,1300,1380,1320,1340,1330,1340,1340,1270,1240,1210,1170,1140,1100,1080,1040,1040,1030,1010,994,985,955,943,893,878,855,865,829,829,829,829,829,117.939,115.367,116.461,115.827,117.138,117.121,118.486,123.75,126.275,128.567,129.944,131.19,132.896,133.176,133.65,136.075,138.085,137.892,135.665,132.822,130.861,132.148,133.481,131.464,129.721,127.933,125.411,122.3,121.625,121.126,119.081,117.994,21.712,21.62,21.555,21.506,21.442,21.335,21.201,21.07,20.94,20.828,20.747,20.634,20.573,20.55,20.543,20.545,20.5,20.459,20.435,20.443,20.488,20.508,20.571,20.66,20.753,20.838,20.915,20.98,21.04,21.106,20.833,20.901,45.036,45.3,45.492,45.64,45.822,46.113,46.476,46.838,47.199,47.515,47.746,48.068,48.25,48.331,48.367,48.384,48.541,48.687,48.789,48.801,48.71,48.691,48.553,48.34,48.113,47.907,47.718,47.558,47.408,47.24,46.868,46.978,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.101161342,0.0972762,0.093311058,0.087538521,0.08537289,0.078634349,0.073922063,0.067868118,0.062289741,0.057400386,0.054098992,0.0546408,0.061700758,0.060473264,0.058593856,0.056818013,0.055144485,0.054892902,0.052723531,0.050968228,0.050805044,0.049440459,0.047832948,0.048241306,0.046948025,0.045676656,0.044942645,0.043699512,0.042479371,0.043074797,0.035369795,0.035369795,6.74,5.74,5.39,5.95,6.51,6.44,6.35,6.28,6.2,6.25,6.1,6,5.84,5.83,5.73,5.51,5.13,4.78,4.54,4.53,4.42,4.31,4.36,4.19,4.06,3.93,3.74,3.68,3.68,3.5,3.5,3.5 +SRB,Serbia,Very High,ECA,63,,,,,,0.674,0.679,0.685,0.687,0.677,0.69,0.7,0.702,0.711,0.723,0.734,0.746,0.754,0.765,0.766,0.767,0.777,0.78,0.785,0.788,0.794,0.8,0.802,0.808,0.811,0.804,0.802,70.3146,70.7056,70.8839,71.0479,71.329,71.7694,71.5536,71.649,71.2427,69.7577,71.4392,72.3072,72.2585,72.4425,72.6165,72.7092,73.3551,73.6228,73.9388,74.0376,74.3753,74.7717,75.1062,75.605,75.7234,75.8172,76.2609,76.213,76.5115,76.704,75.4057,74.1923,12.38251487,12.45202477,12.52192486,12.59221734,12.66290441,12.73398829,12.8054712,12.87735538,12.94964309,13.02233659,13.09543815,13.16895008,12.96475983,13.08683014,13.16234016,13.41617966,13.53829956,13.51412964,13.60622978,13.6344099,13.52546978,14.03466034,14.14078999,14.28219986,14.36067963,14.55158043,14.64188004,14.76615047,14.73746967,14.65697002,14.40009022,14.40009022,6.295356316,6.431557735,6.567759155,6.703960575,6.840161994,6.976363414,7.068220185,7.160076957,7.251933728,7.3437905,7.435647271,7.565513741,7.695380211,8.119018555,8.542656898,8.966295242,9.389933586,9.81357193,10.23721027,10.3045702,10.37370968,10.57170963,10.56832504,10.56494045,10.7205801,11.01756954,11.13010025,11.16240025,11.26613522,11.36987019,11.36987019,11.36987019,,,,,,7713.43885,8219.968913,8876.690522,9203.31905,8367.929742,8902.328556,9535.589827,10109.30992,10554.57106,11510.0216,12143.50189,12795.25716,13406.05174,14278.69302,14133.10377,14211.49905,14350.26508,14420.03479,14803.48419,14648.10775,14858.915,15294.10288,15538.46624,16565.63064,17314.26844,17665.40411,19123.02747,1,,,,,,0.928,0.93,0.932,0.935,0.937,0.936,0.938,0.939,0.944,0.947,0.947,0.949,0.951,0.952,0.953,0.968,0.958,0.959,0.964,0.971,0.973,0.976,0.976,0.977,0.981,0.985,0.982,,,,,,0.647581217,0.652506557,0.659326716,0.662315136,0.6538193,0.665804991,0.675781813,0.678515422,0.689603539,0.701580571,0.711923666,0.724449788,0.733349871,0.74420961,0.745395928,0.754690579,0.758471912,0.761744665,0.768637457,0.775182448,0.78223613,0.789232656,0.791000404,0.797401025,0.802771934,0.796844751,0.794081584,73.4747,73.8851,74.1014,74.1974,74.4567,74.8606,74.6457,74.7191,74.3876,72.9727,74.4393,75.2425,75.1538,75.3171,75.5516,75.6062,76.2615,76.5243,76.7895,76.9528,77.2566,77.6596,77.9931,78.5976,78.676,78.7215,79.2112,79.0465,79.3345,79.6693,78.6137,77.1779,12.25335836,12.35453105,12.4565391,12.55938941,12.65709893,12.76764465,12.87306367,12.9793531,13.08652014,13.19457203,13.30351608,13.41335964,13.24866962,13.48443031,13.56371021,13.82824993,13.9718399,13.91524029,14.00961018,14.00535965,13.88523006,14.46735954,14.60031986,14.76780033,14.81766987,15.00551987,15.09282017,15.27250004,15.2788496,15.21183968,14.97856998,14.97856998,5.389751106,5.525627184,5.661503263,5.797379341,5.933255419,6.069131498,6.173303158,6.277474818,6.381646478,6.485818138,6.589989798,6.731904813,6.873819828,7.326773246,7.779726664,8.232680082,8.6856335,9.138586919,9.591540337,9.691550255,9.759810448,10.04681015,10.05281019,10.05881023,10.20312023,10.57633018,10.71154022,10.75745964,10.88692474,11.01638985,11.01638985,11.01638985,,,,,,5498.674929,5851.879766,6312.479684,6544.7666,5969.331375,6343.651026,6787.196896,7188.651077,7501.737522,8172.903564,8474.513912,8920.635224,9417.21905,10035.22563,9908.970339,11566.80604,10149.69706,10225.94211,10695.73553,11520.01578,11693.59124,12212.15416,12286.02892,13108.31445,13845.10225,14166.47007,15306.10357,,,,,,0.697472673,0.701271492,0.707157372,0.708271679,0.697755377,0.711040097,0.720490538,0.722282848,0.730371136,0.740827365,0.751815028,0.763159759,0.771300669,0.781664754,0.782441531,0.779332473,0.791627071,0.794045747,0.797723593,0.798142702,0.80376702,0.808491429,0.810833959,0.815815163,0.817995447,0.809275407,0.808468225,67.1378,67.5063,67.6576,67.8884,68.1965,68.669,68.4748,68.5989,68.1391,66.6127,68.4745,69.3714,69.3597,69.5597,69.6844,69.8093,70.4289,70.692,71.0399,71.0809,71.434,71.8098,72.1325,72.5208,72.6685,72.8036,73.1881,73.2448,73.5423,73.6093,72.1925,71.2212,12.51928362,12.55647414,12.59377514,12.63118695,12.66870989,12.70634431,12.74409052,12.78194886,12.81991967,12.85800328,12.89620002,12.93451023,12.69258022,12.70578957,12.77727985,13.02083969,13.12277031,13.1301899,13.22060966,13.28017998,13.18247032,13.62205029,13.70403004,13.82141972,13.92805958,14.12257004,14.21601009,14.28773022,14.22612,14.13269997,13.85284996,13.85284996,7.455462105,7.558296065,7.661130025,7.763963985,7.866797945,7.969631905,8.053612972,8.13759404,8.221575107,8.305556175,8.389537242,8.504368497,8.619199753,9.009666443,9.400133133,9.790599823,10.18106651,10.5715332,10.96199989,10.99736977,11.05685043,11.14606953,11.13536453,11.12465954,11.29434013,11.50028038,11.58726025,11.60509968,11.68072987,11.75636005,11.75636005,11.75636005,,,,,,10073.419,10745.06591,11613.16636,12043.74639,10934.47738,11643.95456,12483.5223,13244.84327,13833.51702,15094.98992,16086.95378,16963.20337,17701.51282,18853.0779,18691.31374,17068.38466,18892.11512,18958.62222,19252.23241,18038.28135,18291.28424,18637.57406,19067.78537,20317.54326,21079.74738,21465.30065,23270.16706,,,,,0.682,0.693,0.701,0.688,0.709,0.712,0.722,0.72,,,,,13.00837786,12.38087812,11.95290484,13.52748972,11.80071635,11.79273934,9.947416896,9.933117503,,,,,13.45177665,12.72040302,12.375,14.21446384,12.25247525,12.20715166,10.19900498,10.2244389,5.446484089,5.245771885,5.161995888,5.102880955,4.906793594,4.511294365,4.541244507,4.364899158,4.27177906,4.247848034,4.151490688,4.10859251,,,,,9.76144,9.26056,8.13212,8.13663,7.47189,7.47189,7.19484,7.19484,,,,23.68371,24.3569,23.37078,23.18535,28.08094,23.65848,23.65848,18.49592,18.49592,36,,,,,,,,,,,,,,,,,0.235,0.199,0.196,0.195,0.194,0.192,0.166,0.161,0.159,0.159,0.145,0.138,0.132,0.128,0.129,0.131,13,13,14,14,15,14,15,15,13,14,13,13,13,13,13,12,12,12,12,12,12,12,12,12,12,13,12,12,12,12,12,12,35.735,33.168,31.706,31.968,30.703,29.688,28.31,26.646,21.389,23.012,24.61,26.338,25.38,24.377,21.578,20.857,19.901,20.62,21.059,20.584,20.207,19.317,19.294,18.644,18.805,17.501,15.967,14.763,13.429,13.807,14.5,14.897,49.111,49.518,49.716,49.755,49.509,49.195,48.771,48.322,48.113,48.706,48.322,47.932,47.602,47.381,46.984,44.588,42.531,42.809,43.285,41.248,38.974,37.933,38.249,40.4,43.78,43.424,45.406,46.255,46.654,47.062,46.483,46.618,66.599,66.957,67.128,67.162,66.951,66.677,66.3,65.891,65.698,66.252,65.901,65.535,65.213,64.993,64.578,62.983,60.111,59.705,60.224,57.513,55.406,55.497,55.675,57.039,60.604,60.26,61.744,62.163,62.812,62.669,61.904,62.272,11,,,,,,0.645,0.646,0.65,0.648,0.648,0.653,0.657,0.656,0.66,0.661,0.678,0.658,0.672,0.677,0.69,0.683,0.685,0.694,0.699,0.706,0.71,0.712,0.71,0.721,0.719,0.717,0.715,,,,,,4.302670623,4.860088365,5.109489051,5.676855895,4.283604136,5.362318841,6.142857143,6.552706553,7.172995781,8.57538036,7.629427793,11.79624665,10.87533156,11.50326797,9.921671018,10.9517601,11.84041184,11.02564103,10.95541401,10.40609137,10.57934509,11,11.4713217,10.76732673,11.34401973,10.82089552,10.8478803,5.930881229,4.021280267,4.413703075,3.840971589,3.683621374,3.882368403,4.54646961,4.938640914,5.245816028,3.65597519,4.737776065,5.111049385,5.458598518,5.893566606,6.384492751,5.616171724,6.65196502,6.543587456,5.714968141,5.086255592,5.08231666,5.461664619,4.89082185,4.994537445,4.179354031,4.928151287,5.08636641,5.156038284,5.028085529,5.624290731,4.936885477,4.936885477,,,4.61,3.59,3.18,3.17,3.23,3.11,3.96,3.33,4.19,5.1,5.47,6.24,8.41,7.73,14.87,13.1,15.89,13.34,15.54,16.97,16.07,15.77,15.72,15.09,15.57,16.48,15.21,15.65,15.65,15.65 +SSD,South Sudan,Low,SSA,191,,,,,,,,,,,,,,,,,,,,,0.43,0.433,0.397,0.411,0.41,0.412,0.402,0.395,0.395,0.393,0.386,0.385,29.9353,30.1479,22.7245,22.7041,44.3836,30.9483,31.2966,32.2424,18.3852,43.2228,46.0277,46.8807,47.4915,50.2529,50.9167,51.5455,52.0162,52.8565,53.5375,53.8912,54.8118,54.9396,55.8651,55.7509,54.9727,55.5665,55.5437,55.3094,55.9495,55.912,55.4801,54.9752,,,,,,,,,,,,,,,,,,,,,4.87162,5.005798,5.139976,5.274154,5.408332,5.54251,5.54251,5.54251,5.54251,5.54251,5.54251,5.54251,,,,,,,,,,,,,,,,,,,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,5.726140022,,,,,,,,,,,,,,,,,,,2042.417616,2084.436605,2029.553038,2077.097,954.326,1194.569,1191.754,1154.533,970.485,888.762,845.39,827.107,750.108,767.787,5,,,,,,,,,,,,,,,,,,,,,0.833,0.841,0.834,0.841,0.855,0.851,0.85,0.851,0.844,0.844,0.841,0.843,,,,,,,,,,,,,,,,,,,,,0.38806331,0.392757437,0.358216149,0.372180788,0.373686401,0.374068862,0.36469825,0.359353963,0.357222119,0.35584751,0.348125205,0.348198975,32.376,32.6535,25.4513,25.4589,45.8253,33.5868,33.8816,34.8253,20.2761,44.8872,47.4216,48.2371,48.7913,51.2293,51.8188,52.406,52.8196,53.8359,54.5226,54.9966,55.8313,56.2959,57.132,57.1017,57.0745,57.1763,57.2331,57.1383,57.3497,57.2896,56.9975,56.4723,,,,,,,,,,,,,,,,,,,,,3.801669,3.9314432,4.0612174,4.1909916,4.3207658,4.45054,4.45054,4.45054,4.45054,4.45054,4.45054,4.45054,,,,,,,,,,,,,,,,,,,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,4.762169838,,,,,,,,,,,,,,,,,,,1674.635602,1712.668631,1735.858815,1779.609583,819.2452033,1027.830328,1027.547878,997.7310734,840.0152552,770.3112811,733.9999201,719.8118704,644.7767209,664.4237678,,,,,,,,,,,,,,,,,,,,,0.465895483,0.46683378,0.429534148,0.442374074,0.436814999,0.439803461,0.429231258,0.422403523,0.423226718,0.421674131,0.413928472,0.413258564,27.6713,27.8265,20.4033,20.3532,42.8403,28.4885,28.8721,29.8029,16.723,41.481,44.5385,45.4341,46.1107,49.1812,49.9253,50.6018,51.1352,51.802,52.4834,52.7237,53.7327,53.5403,54.5563,54.3661,52.8892,53.9272,53.8292,53.4546,54.487,54.4705,53.9061,53.4286,,,,,,,,,,,,,,,,,,,,,6.302182,6.3647356,6.4272892,6.4898428,6.5523964,6.61495,6.61495,6.61495,6.61495,6.61495,6.61495,6.61495,,,,,,,,,,,,,,,,,,,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,6.189479828,,,,,,,,,,,,,,,,,,,2422.448569,2467.633687,2331.514742,2382.261886,1092.64628,1365.046829,1359.577669,1314.787718,1103.820989,1009.888916,959.3134712,936.7565992,857.6487171,873.2309367,0.271,0.274,0.252,0.261,0.26,0.262,0.255,0.251,0.251,0.25,0.245,0.245,36.95192288,36.73389259,36.41481986,36.35975725,36.39207536,36.33746925,36.33095883,36.35684409,36.29043276,36.30851315,36.25459368,36.25986686,36.97674419,36.72055427,36.52392947,36.49635036,36.58536585,36.40776699,36.56716418,36.4556962,36.4556962,36.38676845,36.52849741,36.36363636,39.05025864,38.39616776,37.43894958,37.27376175,37.37071609,37.20689774,37.18736649,37.26502228,37.06578827,37.12002945,36.95827103,36.97409058,39.55255,39.55255,39.55255,39.55255,39.55255,39.55255,39.55255,39.55255,39.55255,39.55255,39.55255,39.55255,32.25296,32.25296,32.25296,32.25296,32.25296,32.25296,32.25296,32.25296,32.25296,32.25296,32.25296,32.25296,150,,,,,,,,,,,,,,,,,,,,,,0.607,0.606,0.606,0.604,0.603,0.598,0.597,0.596,0.595,0.597,0.587,2000,1970,1940,1930,1910,1890,1870,1840,1800,1760,1730,1690,1660,1610,1550,1480,1410,1330,1250,1170,1100,1070,1050,1090,1140,1110,1130,1150,1150,1150,1150,1150,147.254,145.577,144.815,144.907,147.588,149.996,153.036,154.058,153.144,151.39,149.275,147.989,146.843,140.24,131.597,121.644,112.265,110.754,112.662,112.015,111.497,110.476,109.345,108.186,106.343,104.178,103.127,101.003,99.334,98.79,99.177,99.199,71.567,71.517,71.514,71.541,71.554,71.499,71.465,71.438,71.406,71.385,71.39,71.371,71.394,71.448,71.508,71.558,71.587,71.615,71.649,71.704,71.794,71.828,71.88,71.951,72.035,72.136,72.207,72.281,72.363,72.451,69.228,70.44,77.018,77.142,77.151,77.083,77.052,77.187,77.272,77.337,77.414,77.466,77.45,77.493,77.434,77.299,77.145,77.019,76.944,76.87,76.784,76.646,76.425,76.341,76.215,76.046,75.844,75.606,75.437,75.262,75.071,74.867,73.154,73.574,1,,,,,,,,,,,,,,,,,,,,,0.429,0.431,0.387,0.4,0.399,0.399,0.392,0.385,0.386,0.384,0.377,0.376,,,,,,,,,,,,,,,,,,,,,0.23255814,0.461893764,2.518891688,2.676399027,2.682926829,3.155339806,2.487562189,2.53164557,2.278481013,2.290076336,2.331606218,2.337662338,0.078995045,0.074982874,0.068495513,0.048307856,0.067394913,0.069572924,0.070351437,0.083107663,0.068872129,0.071268691,0.074171766,0.082055984,0.100821952,0.108619549,0.131974723,0.121021527,0.126295526,0.141092049,0.141823126,0.141179549,0.138120501,0.13032644,0.131505454,0.139410441,0.144407137,0.178486473,0.157285684,0.133317899,0.121848478,0.126142266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+STP,Sao Tome and Principe,Medium,SSA,138,0.485,0.484,0.485,0.485,0.487,0.488,0.491,0.492,0.494,0.498,0.501,0.507,0.511,0.519,0.525,0.531,0.542,0.545,0.546,0.552,0.554,0.556,0.562,0.573,0.584,0.596,0.603,0.612,0.617,0.622,0.619,0.618,61.471,61.4289,61.2837,61.138,61.069,61.0556,61.0971,61.181,61.1868,61.3934,61.6554,62.0316,62.6003,63.166,63.7311,63.7089,64.3982,64.7239,65.0786,65.1157,65.2486,64.9017,65.7457,66.3275,66.8452,67.2491,67.4917,68.2666,68.3549,68.5231,67.7848,67.5912,8.229322707,8.31258549,8.39669071,8.481646891,8.567462643,8.654146663,8.741707737,8.830154737,8.919496628,9.009742464,9.100901391,9.192982647,9.285995565,9.37994957,9.660550117,9.901069641,9.99469471,10.08831978,9.855819702,10.36534977,10.21755981,10.41050005,10.60344028,11.08731031,11.57118034,12.38348961,12.62896347,12.87443733,13.11991119,13.36538506,13.36538506,13.36538506,4.30072632,4.345293705,4.390322932,4.435818785,4.481786101,4.528229765,4.575154713,4.622565933,4.670468464,4.718867398,4.767767878,4.818209702,4.868651525,4.919093349,4.969535173,5.019976997,5.070418821,5.120860644,5.171302468,5.221744292,5.272186116,5.322627939,5.373069763,5.423511587,5.473953411,5.622282615,5.77061182,5.918941025,6.06727023,6.215599435,6.215599435,6.215599435,2393.581054,2311.803654,2279.000265,2246.959374,2267.033213,2245.456491,2284.784927,2257.332133,2247.691185,2328.749849,2335.653393,2476.458487,2485.386354,2647.784342,2680.865152,2820.811031,3138.235757,3175.385281,3237.934892,3223.165702,3367.691641,3438.242283,3396.457512,3589.006034,3782.090586,3782.264172,3889.557475,3941.369046,3994.124777,3991.279901,4039.79188,4021.350815,4,0.821,0.823,0.826,0.829,0.832,0.833,0.836,0.838,0.842,0.843,0.843,0.846,0.85,0.854,0.858,0.863,0.872,0.873,0.873,0.884,0.885,0.886,0.894,0.899,0.908,0.905,0.906,0.91,0.911,0.912,0.91,0.907,0.432711068,0.432880258,0.433945453,0.435013757,0.437527744,0.439058706,0.442306128,0.444087628,0.446533793,0.45098943,0.453606324,0.460393855,0.465293422,0.473436073,0.480577407,0.487700576,0.499653016,0.50348113,0.50388345,0.512773173,0.515696207,0.518294609,0.526158597,0.538042214,0.55142963,0.56188265,0.568851254,0.578054053,0.583594529,0.588689558,0.585481581,0.583599404,63.5362,63.5705,63.5133,63.4415,63.3836,63.3209,63.3086,63.3312,63.4083,63.4046,63.4303,63.7393,64.4029,65.0371,65.9231,66.0597,66.8705,66.9934,67.4956,67.7649,67.8123,67.2698,68.6014,69.0336,69.8946,70.1599,70.3756,71.377,71.4452,71.6198,70.8777,70.4194,8.09730417,8.184775183,8.273191101,8.36256213,8.452898589,8.544210906,8.636509622,8.729805395,8.824108994,8.919431306,9.015783336,9.113176207,9.211621163,9.31112957,9.511489868,9.771459579,9.945079803,10.11870003,9.814490318,10.48808956,10.19198036,10.4287653,10.66555023,11.23596573,11.80760098,12.52567959,12.76040387,12.99512815,13.22985244,13.46457672,13.46457672,13.46457672,3.154728829,3.213322379,3.273004201,3.333794508,3.395713889,3.458783313,3.523024141,3.58845813,3.65510744,3.722994645,3.792142734,3.865240014,3.938337294,4.011434574,4.084531854,4.157629134,4.230726414,4.303823694,4.376920973,4.450018253,4.523115533,4.596212813,4.669310093,4.742407373,4.815504653,4.971529568,5.127554483,5.283579398,5.439604313,5.595629228,5.595629228,5.595629228,1311.598911,1269.186393,1254.989927,1242.105667,1259.400411,1255.490673,1285.043934,1279.278905,1283.567762,1339.531911,1351.501674,1437.763159,1446.799222,1542.465935,1559.942437,1635.918837,1815.783419,1831.048786,1860.315156,1845.194733,2012.024693,2052.171959,2025.854726,2139.733849,2256.414379,2260.336849,2331.556681,2371.50137,2414.310114,2424.98596,2415.965575,2414.879056,0.527138379,0.526072471,0.525507781,0.52497346,0.52613892,0.526801833,0.529086055,0.530062919,0.530606856,0.535095353,0.538304067,0.544250267,0.547597655,0.554153078,0.560219255,0.564889183,0.573257951,0.576485955,0.576971399,0.580316598,0.582777546,0.585045949,0.588249545,0.598716944,0.607013029,0.620663054,0.627647733,0.635229468,0.640641799,0.64549883,0.643513884,0.643189149,59.5057,59.3924,59.1676,58.9544,58.8755,58.9035,58.9907,59.1275,59.0691,59.4597,59.9307,60.3622,60.838,61.3403,61.6196,61.4633,62.0511,62.5567,62.7904,62.6448,62.8598,62.6993,63.1463,63.8635,64.1187,64.6488,64.9301,65.5318,65.6533,65.8307,65.1601,65.1607,8.359008826,8.438190792,8.51812282,8.598812017,8.680265554,8.762490673,8.84549468,8.929284956,9.013868948,9.099254174,9.185448225,9.272458762,9.360293519,9.448960304,9.809109688,10.02984047,10.0441103,10.05838013,9.896459579,10.24481964,10.24263,10.39259005,10.54255009,10.9386549,11.33475971,12.24417973,12.50276089,12.76134205,13.01992321,13.27850437,13.27850437,13.27850437,5.707904104,5.725601663,5.743354095,5.761161568,5.779024254,5.796942324,5.814915949,5.832945302,5.851030556,5.869171884,5.88736946,5.905737003,5.924104547,5.94247209,5.960839633,5.979207177,5.99757472,6.015942263,6.034309807,6.05267735,6.071044893,6.089412436,6.10777998,6.126147523,6.144515066,6.277789421,6.411063777,6.544338132,6.677612487,6.810886842,6.810886842,6.810886842,3487.878382,3367.325037,3315.358252,3263.387411,3285.629418,3245.561311,3293.968776,3243.834078,3219.465997,3325.122792,3326.325403,3521.636622,3529.944535,3758.861342,3807.260197,4011.293448,4466.967128,4526.124474,4621.958655,4607.463614,4729.662594,4830.09857,4771.940152,5043.073239,5312.548361,5308.791683,5452.094988,5515.884454,5578.880712,5562.735215,5669.809151,5634.988557,,,,,0.491,0.503,0.51,0.519,0.524,0.504,0.503,0.503,,,,,15.9734448,15.6699691,15.40865058,15.12981496,14.95374856,18.70244148,18.52861685,18.42481067,,,,,15.92465753,15.60402685,15.42288557,15.19607843,15.07293355,18.97106109,18.73990307,18.60841424,18.61076355,17.85418892,16.7863102,15.73750687,14.72339439,13.8129673,13.02901173,12.19250488,11.66430569,11.20130444,10.67983055,10.36841202,19.992,19.992,19.992,19.992,18.30533,18.30533,18.30533,18.30533,18.30533,18.69702,18.69702,18.69702,,,,,14.89161,14.89161,14.89161,14.89161,14.89161,26.209,26.209,26.209,124,0.632,0.629,0.627,0.626,0.624,0.622,0.62,0.617,0.616,0.603,0.601,0.6,0.599,0.597,0.596,0.593,0.601,0.665,0.598,0.597,0.548,0.545,0.541,0.536,0.533,0.528,0.523,0.517,0.524,0.522,0.496,0.494,263,254,247,240,232,223,213,205,196,187,179,173,169,167,166,163,158,154,150,145,140,137,134,132,131,130,130,130,130,130,130,130,114.214,111.472,111.682,112.018,113.178,114.396,117.293,115.731,119.931,121.907,124.946,128.02,128.147,126.014,123.781,119.936,116.508,116.116,117.351,118.474,119.117,115.102,111.445,103.828,99.612,95.992,91.146,86.522,82.714,82.123,81.252,79.418,36.701,36.765,36.833,36.916,37.022,37.153,37.263,37.402,37.549,37.685,37.798,37.866,37.918,37.934,37.919,37.872,37.884,37.881,37.872,37.857,37.844,37.834,37.818,37.806,37.817,37.852,37.916,37.999,38.102,38.218,36.777,37.137,77.089,76.791,76.508,76.172,75.764,75.287,74.936,74.514,74.054,73.636,73.301,73.077,72.909,72.834,72.839,72.898,72.66,72.439,72.244,72.095,71.975,71.956,71.99,72.022,72,71.893,71.709,71.459,71.155,70.816,69.653,69.876,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.399567147,0.39056709,0.382352941,0.37487211,0.368022128,0.361730889,0.355978058,0.350668473,0.345540015,0.340328239,0.334818855,0.354364271,0.397593712,0.438466908,0.476658189,0.488620199,0.521223891,0.506746843,0.492473118,0.520821488,0.548469543,0.536125382,0.622332859,0.629454362,0.599048675,0.606271812,0.613009098,0.61925066,0.62503554,0.587102894,0.514421037,0.514421037,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SUR,Suriname,High,LAC,99,,,,,,,,,,,,,,,0.674,0.683,0.691,0.701,0.709,0.717,0.723,0.728,0.731,0.734,0.736,0.744,0.747,0.75,0.755,0.755,0.743,0.73,64.2298,64.4532,64.6503,64.9799,65.272,65.3371,65.6683,65.697,65.594,65.4434,65.5077,65.4821,65.5313,65.5963,66.4163,67.0025,67.5713,68.204,68.8162,69.5048,69.8945,69.9141,69.7644,69.6816,69.7824,70.8003,71.5924,72.417,72.5532,72.2423,72.5615,70.2743,11.82423019,11.78651182,11.74879344,11.71107507,11.67335669,11.63563832,11.59791994,11.56020157,11.52248319,11.48476481,11.44704644,11.40932806,11.37160969,11.52178391,11.67394135,11.82810819,11.98431096,12.14257656,12.30084216,12.45910776,12.61737336,12.77563896,12.80810885,12.84057874,12.87304863,12.90551852,12.9379884,12.97045829,13.00292818,13.03564357,13.03564357,13.03564357,,,,,,,,,,,,,,,7.713980198,7.883716404,8.053452611,8.223188818,8.392925024,8.562661231,8.732397437,8.902133644,9.07186985,9.172111393,9.272352936,9.372594479,9.472836021,9.573077564,9.673319107,9.77680063,9.77680063,9.77680063,11854.23813,12264.19057,11490.59154,9688.797826,11095.19158,10875.4349,11016.17893,11241.08031,11539.79191,11076.84792,11140.97431,10541.05219,11785.74762,12391.6374,13240.97796,13808.28568,14398.46779,15307.37616,15808.1554,16025.8166,16233.1203,16365.28625,16988.56216,17533.28437,17606.3111,18218.41659,17234.12239,16278.15956,17181.47199,17226.5384,13291.54848,12672.20033,1,,,,,,,,,,,,,,,0.97,0.973,0.976,0.979,0.982,0.984,0.993,0.995,0.996,0.998,0.999,1.001,1.001,1.002,1.005,1.007,1.003,1.001,,,,,,,,,,,,,,,0.660586265,0.670070698,0.679523335,0.690188307,0.699399928,0.708167252,0.718278378,0.72331796,0.727224136,0.730403613,0.733088894,0.742231249,0.744624053,0.747767136,0.753888098,0.754744617,0.741389379,0.727709999,67.2791,67.504,67.7848,68.0757,68.3056,68.4019,68.8421,68.7319,68.7888,68.6371,68.7567,68.6867,68.8309,68.9398,69.8319,70.4251,71.0109,71.6405,72.2712,73.0129,73.5869,73.612,73.3464,73.176,73.1973,74.2239,74.8513,75.703,75.9369,75.6803,75.981,73.5513,12.75140953,12.7128396,12.67426968,12.63569975,12.59712982,12.55855989,12.51998997,12.48142004,12.44285011,12.40428019,12.36571026,12.32714033,12.2885704,12.45057036,12.61470596,12.78100535,12.94949707,13.12021001,13.29092295,13.46163589,13.63234882,13.80306176,13.852227,13.90139223,13.95055747,13.99972271,14.04888794,14.09805318,14.14721841,14.19690286,14.19690286,14.19690286,,,,,,,,,,,,,,,7.367159843,7.56873107,7.770302296,7.971873522,8.173444748,8.375015974,8.5765872,8.778158426,8.979729652,9.110064168,9.240398683,9.37950885,9.501067714,9.63140223,9.761736745,9.897562169,9.897562169,9.897562169,6600.780586,6844.561128,6386.307323,5274.660301,6056.017985,5925.50575,6090.637976,6309.976211,6578.619144,6412.247089,6532.850007,6262.806231,7084.848283,7530.034093,8122.523315,8545.006889,8987.21851,9640.096494,10046.50777,10275.44873,10960.42203,11136.36783,11647.62022,12109.01765,12246.15582,12761.73317,12155.13187,11503.41433,12186.88556,12188.63696,9248.111686,8865.601713,,,,,,,,,,,,,,,0.680907671,0.688648657,0.696272494,0.705135266,0.712531912,0.719339295,0.723253338,0.726744151,0.729957632,0.732199393,0.734075873,0.7413725,0.744144278,0.74630851,0.750093721,0.749750324,0.739539477,0.727228714,61.3777,61.587,61.7075,62.0519,62.3789,62.4122,62.6694,62.8258,62.6228,62.5008,62.5477,62.5821,62.5885,62.6489,63.4279,63.9811,64.5091,65.1148,65.6849,66.3045,66.5389,66.5431,66.4732,66.4497,66.6002,67.5714,68.46,69.2315,69.2852,68.9437,69.2638,67.2067,10.94886017,10.91116516,10.87347015,10.83577514,10.79808013,10.76038512,10.72269011,10.68499509,10.64730008,10.60960507,10.57191006,10.53421505,10.49652004,10.62791095,10.76094655,10.89564743,11.03203444,11.17012868,11.30822292,11.44631717,11.58441141,11.72250565,11.74746295,11.77242024,11.79737754,11.82233483,11.84729212,11.87224942,11.89720671,11.92232229,11.92232229,11.92232229,,,,,,,,,,,,,,,8.072910309,8.210271478,8.347632647,8.484993815,8.622354984,8.759716153,8.897077322,9.034438491,9.17179966,9.236426476,9.301053291,9.365680107,9.430306923,9.494933739,9.559560555,9.625531504,9.625531504,9.625531504,17144.86447,17724.22831,16634.87865,14139.11724,16177.13489,15857.20565,15953.24166,16165.44924,16476.99843,15703.72652,15697.5827,14758.64638,16406.68095,17158.21644,18258.72021,18978.58143,19724.36863,20895.34934,21498.829,21714.47579,21457.6652,21555.02243,22297.89356,22933.42421,22950.10087,23665.43688,22312.02989,21060.85089,22193.47725,22288.45697,17358.41848,16506.35247,0.548,0.552,0.555,0.558,0.56,0.567,,,0.548,0.549,0.541,0.532,23.55464315,23.45606248,23.35935545,23.26701212,23.17538532,23.06981103,,,25.6688569,25.57798127,25.48216434,25.34968467,24.20470263,24.17582418,24.07660739,23.97820163,23.91304348,23.79032258,,,27.41721854,27.28476821,27.18707941,27.12328767,14.31736946,14.02162743,13.73150635,13.45447636,13.17959595,12.86287308,12.55263138,12.24423885,11.94257069,11.66994381,11.38249302,10.98505402,19.02641,19.02641,19.02641,19.02641,19.02641,19.02641,,,18.36769,18.36769,18.36769,18.36769,37.32015,37.32015,37.32015,37.32015,37.32015,37.32015,,,46.69631,46.69631,46.69631,46.69631,105,,,,,,,,,,,,,,,0.513,0.49,0.486,0.484,0.481,0.474,0.517,0.498,0.491,0.488,0.485,0.442,0.44,0.44,0.436,0.423,0.427,0.427,210,226,251,282,276,236,197,185,198,214,221,218,207,189,176,164,165,167,169,159,148,139,134,129,124,122,121,120,120,120,120,120,94.696,90.005,91.637,96.935,98.693,96.422,93.367,89.875,79.724,77.158,80.478,83.662,82.41,78.707,78.848,76.108,72.157,70.221,68.235,66.226,64.169,60.634,58.04,58.416,58.651,60.131,60.34,60.866,58.077,56.966,56.028,56.137,33.254,33.339,33.167,32.31,32.412,32.263,32.379,32.502,32.628,32.755,33.458,34.171,34.88,35.591,36.306,37.03,37.758,38.493,39.233,39.975,40.718,41.463,42.208,42.955,43.703,44.453,45.204,45.344,45.588,45.443,42.667,43.449,63.124,63.104,63.178,63.384,63.434,63.489,62.716,61.949,61.182,60.41,60.85,61.293,61.715,62.126,62.532,62.941,63.344,63.748,64.15,64.546,64.933,65.314,65.688,66.057,66.421,66.781,67.138,67.066,66.964,66.965,64.487,65.065,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,4.288097777,4.898487912,4.826995994,4.760881247,4.69380954,4.663563056,4.646228467,4.633819284,4.576681433,4.56138466,4.655068808,4.957834903,3.235144691,3.151604084,3.151440511,3.180409399,3.440762327,3.435964952,3.742243141,3.812575151,4.527612255,4.073029771,4.868405251,5.014334239,5.076336637,4.833110671,4.02894025,4.33675258,4.365179951,4.335090097,3.791474042,3.791474042,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +SVK,Slovakia,Very High,,45,0.692,0.69,0.694,0.701,0.711,0.72,0.73,0.738,0.748,0.755,0.763,0.77,0.779,0.784,0.794,0.803,0.812,0.823,0.831,0.833,0.84,0.844,0.845,0.848,0.849,0.851,0.854,0.856,0.859,0.862,0.857,0.848,70.8202,70.9224,71.3665,71.8817,72.3307,72.255,72.7398,72.6902,72.5742,72.9641,73.1407,73.5726,73.7669,73.82,74.2186,74.1572,74.4167,74.4951,74.8642,75.217,75.495,76.0166,76.1746,76.5121,76.847,76.6493,77.2146,77.219,77.264,77.6851,77.0054,74.9101,11.53758582,11.62315774,11.70936433,11.79621029,11.88370037,12.04553986,12.23585033,12.32246017,12.87141037,13.00547981,13.24777031,13.21650982,13.5188303,13.72305965,13.93457985,14.20277023,14.42905045,14.73155022,14.87456989,14.94666004,14.99320984,14.94832039,14.95083046,14.93280029,14.80397987,14.67733955,14.53180027,14.48703957,14.48058033,14.51303959,14.51303959,14.51303959,6.867406247,7.164020061,7.473445082,7.782870102,8.092295122,8.401720142,8.711145163,9.020570183,9.329995203,9.639420223,9.948845243,10.25827026,10.48229122,10.70631218,10.93033314,11.1543541,11.37837505,11.60239601,11.82641697,12.05043793,12.27445889,12.49847984,12.37734985,12.44200039,12.4435997,12.63834,12.71166039,12.76618004,12.86622047,12.91141987,12.91141987,12.91141987,16449.04038,13948.28593,12981.88607,13067.01009,13844.34136,14874.36928,15459.12883,16438.94358,16921.63925,16699.6645,17209.8615,17773.24735,18527.94529,18631.45917,19792.48061,21390.48591,22887.13351,25119.49162,26434.84582,25056.60008,26036.87643,26028.31272,26525.60546,26771.66693,27334.58386,28268.82624,28602.60814,29516.49964,30556.82948,31112.82476,29801.09302,30690.48552,1,0.964,0.964,0.968,0.967,0.966,0.97,0.973,0.975,0.979,0.982,0.985,0.987,0.986,0.987,0.986,0.987,0.99,0.992,0.996,0.994,0.993,0.989,0.989,0.99,0.989,0.991,0.99,0.991,0.991,0.993,0.994,0.999,0.678713804,0.676589423,0.681541257,0.688735805,0.697280828,0.707635272,0.718829995,0.727057187,0.73886983,0.746555227,0.755957455,0.76376834,0.772042271,0.777367098,0.786571699,0.79572329,0.806233738,0.817445657,0.827409189,0.829058596,0.835036665,0.837788606,0.838175283,0.84130184,0.84242117,0.8454191,0.847875744,0.85030505,0.853205774,0.858016939,0.852871223,0.846502357,75.3798,75.2537,75.8654,76.1414,76.4675,76.2871,76.7852,76.6665,76.7387,77.101,77.2973,77.6552,77.6928,77.7899,78.0229,78.0828,78.3743,78.3471,78.8573,78.9592,79.1574,79.6677,79.7533,79.9783,80.3102,80.108,80.547,80.5719,80.6042,81.0097,80.3598,78.4307,11.61604931,11.71142104,11.80757581,11.90452003,12.00226021,12.21745968,12.3677702,12.45736027,12.99473,13.14760971,13.35280991,13.35358047,13.68002033,13.89525032,14.16353035,14.49293041,14.85805035,15.27482033,15.53304958,15.63996983,15.63904953,15.56377029,15.55012989,15.53318977,15.37242031,15.22587967,15.02624035,14.99228001,14.97922039,15.01887989,15.01887989,15.01887989,6.049104932,6.406469822,6.784946871,7.16342392,7.541900969,7.920378017,8.298855066,8.677332115,9.055809164,9.434286213,9.812763262,10.19124031,10.40323629,10.61523228,10.82722826,11.03922424,11.25122023,11.46321621,11.67521219,11.88720818,12.09920416,12.31120014,12.20839024,12.2706604,12.28631973,12.51688957,12.61958981,12.69151974,12.81052017,12.86800003,12.86800003,12.86800003,12805.57859,10867.11745,10012.45532,9970.750015,10173.51688,10974.86857,11528.5826,12224.25413,12496.70645,12452.38074,12904.61297,13312.6829,13927.83857,14001.79673,14838.3065,15789.83718,16789.02255,18477.19736,19446.2701,18647.7382,19613.32697,19101.91882,19551.01727,20110.72696,20426.62897,21530.88765,21957.11697,22733.05041,23407.95911,24234.68837,23339.84747,24848.66797,0.704154511,0.701918112,0.7042257,0.7119791,0.722113447,0.729637354,0.738767217,0.745632709,0.754724921,0.759863017,0.767597188,0.773747938,0.782873436,0.787981038,0.797922697,0.806204185,0.814444342,0.824310881,0.831063374,0.834158322,0.841063193,0.847074475,0.847567099,0.850205279,0.852002273,0.853017207,0.856247914,0.857603224,0.860760142,0.863925335,0.858257711,0.847723638,66.5183,66.7796,67.0606,67.7373,68.252,68.2627,68.7126,68.7175,68.4559,68.8462,68.9987,69.472,69.79,69.8076,70.3279,70.1825,70.4089,70.5812,70.8269,71.386,71.736,72.257,72.4838,72.9064,73.2452,73.0885,73.7434,73.7541,73.8315,74.2645,73.5954,71.4948,11.46228062,11.53843328,11.61509189,11.69225979,11.76994038,11.88064957,12.10935974,12.19305038,12.75290966,12.86888027,13.14678001,13.08493042,13.36427975,13.5571804,13.71339989,13.92175007,14.01356983,14.2051897,14.23692036,14.27626038,14.37005997,14.35494995,14.37353039,14.35521984,14.25772953,14.15149975,14.05889034,14.00465012,14.00489998,14.03100014,14.03100014,14.03100014,7.759132659,7.987709999,8.22302103,8.458332062,8.693643093,8.928954124,9.164265156,9.399576187,9.634887218,9.87019825,10.10550928,10.34082031,10.5771883,10.81355629,11.04992428,11.28629227,11.52266026,11.75902824,11.99539623,12.23176422,12.46813221,12.7045002,12.56204033,12.62932968,12.61561012,12.77101994,12.81198978,12.84747028,12.92673969,12.95855999,12.95855999,12.95855999,20266.11224,17180.69579,16100.8925,16322.75297,17707.75507,18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+SVN,Slovenia,Very High,,23,,,,,,0.76,0.771,0.782,0.794,0.812,0.821,0.837,0.848,0.858,0.865,0.869,0.878,0.882,0.888,0.887,0.89,0.892,0.891,0.9,0.902,0.903,0.91,0.913,0.917,0.921,0.913,0.918,73.5151,73.2782,73.5449,73.4681,74.0725,74.5783,75.0773,75.1779,75.341,75.7203,76.1957,76.5433,76.7904,76.6721,77.4848,77.7151,78.4191,78.5936,79.1346,79.2704,79.7039,79.9905,80.1284,80.336,80.9406,80.8218,81.1577,81.0714,81.3581,81.6042,80.4409,80.6904,11.96399021,12.04930973,12.27888012,12.16870975,12.3100996,12.58475018,12.80161953,13.13873959,13.69239998,14.56196976,14.75059986,15.60025024,16.10861969,16.60168076,16.34767914,16.70615959,16.86500931,16.92316055,16.95817947,17.01222038,17.14838982,17.00090027,16.98918915,17.70853996,17.33702087,17.29199028,17.5005703,17.57205963,17.59638023,17.65492058,17.65492058,17.65492058,7.189289993,7.50770998,7.840233069,8.172756158,8.505279248,8.837802337,9.170325426,9.502848515,9.835371604,10.16789469,10.50041778,10.83294087,11.16546396,11.49798705,11.83051014,11.68457031,11.81441021,11.7532196,11.90997028,12.02530956,12.05920029,12.21228981,12.2800703,12.38016987,12.42835999,12.56729984,12.66755009,12.70028973,12.75198507,12.80368042,12.80368042,12.80368042,,,,,,21628.6315,22442.40042,23584.38018,24517.01511,25897.50704,26271.72503,27365.30785,28341.71764,29204.56178,30161.92994,30998.99525,32458.57806,34389.28972,35136.15927,33153.64189,32747.03725,32656.29801,31428.41024,31285.91288,32490.85685,32738.32843,34095.07338,35849.55565,37411.31252,38439.64415,36992.83331,39746.01987,1,,,,,,0.976,0.979,0.98,0.982,0.984,0.99,0.989,0.992,0.99,0.991,0.989,0.995,0.996,0.993,1.006,1.005,1.009,0.995,0.989,0.999,1.003,1.002,0.994,1.002,1.001,0.995,0.999,,,,,,0.749631282,0.76134506,0.772609807,0.785945428,0.803901046,0.814949467,0.830527439,0.843677266,0.851796472,0.858796796,0.862808001,0.873937012,0.878065495,0.882749775,0.889575171,0.892041738,0.89507126,0.888088948,0.891216409,0.900185722,0.903483612,0.90916186,0.907633287,0.916146594,0.919461634,0.908507942,0.915401467,77.4358,77.221,77.5435,77.4804,77.7907,78.3634,78.9153,78.9255,79.1419,79.4714,79.9886,80.4358,80.6618,80.4981,81.0803,81.0654,81.8595,81.9816,82.3158,82.2884,82.7344,82.9102,82.9619,83.2152,83.6128,83.5647,83.8272,83.8027,84.0749,84.1847,83.3064,83.8366,12.00057284,12.15778333,12.31705331,12.47840977,12.64188004,12.96382999,13.21345997,13.55793953,14.13560963,15.09216976,15.40439034,16.18847084,16.76849937,17.13390923,16.90099907,17.40102005,17.64992905,17.71898079,17.79297066,17.87225914,18.02990913,18.10334969,17.8463192,18.51729012,18.10588074,18.09090996,18.28263092,18.3396492,18.35877991,18.41757965,18.41757965,18.41757965,6.453616258,6.801010132,7.167103987,7.533197843,7.899291699,8.265385554,8.63147941,8.997573266,9.363667121,9.729760977,10.09585483,10.46194869,10.82804254,11.1941364,11.56023026,11.39686966,11.59389973,11.61896992,11.69731045,11.82357025,11.86530018,12.05235958,12.17416954,12.27886009,12.33582973,12.53324032,12.65279007,12.7094202,12.77144527,12.83347034,12.83347034,12.83347034,,,,,,16484.23397,17087.92958,18103.78327,18738.20203,19584.9272,20027.29419,20627.88736,21574.50794,22148.24765,23109.4712,23671.36571,24937.13506,26205.30896,26957.16578,29560.89635,28789.90456,28841.82711,25200.00999,24895.14262,28055.14416,28787.6696,30503.71061,29361.41846,33190.14934,34535.80092,30478.81226,33037.52848,,,,,,0.768065125,0.777783599,0.788081443,0.799949896,0.816623403,0.823512252,0.839660559,0.850163152,0.860699206,0.866742758,0.872182504,0.878643193,0.881649057,0.888970214,0.883842632,0.887386609,0.887130466,0.892168707,0.901368061,0.901529166,0.900520592,0.906899864,0.913110236,0.914523092,0.918295399,0.91292159,0.916243227,69.3566,69.131,69.3496,69.292,70.1336,70.578,71.028,71.2272,71.3611,71.7863,72.2215,72.4843,72.7647,72.7258,73.7066,74.178,74.7825,75.0298,75.7613,76.0772,76.5037,76.9156,77.1624,77.3367,78.1344,77.9812,78.3911,78.277,78.5871,78.9676,77.6342,77.6469,11.51917144,11.63668799,11.75540342,11.87532997,11.99647999,12.22844982,12.41654968,12.74851036,13.28316021,14.07059956,14.14202976,15.0527401,15.49133015,16.09996033,15.72099018,16.04343987,16.11404037,16.16690063,16.17239952,16.21052933,16.33319092,15.98682976,16.19853973,16.95984077,16.62290001,16.54327965,16.76457977,16.8491993,16.8789196,16.93939018,16.93939018,16.93939018,8.018980929,8.303059578,8.597201934,8.891344291,9.185486647,9.479629003,9.773771359,10.06791372,10.36205607,10.65619843,10.95034078,11.24448314,11.5386255,11.83276785,12.12691021,11.9988203,12.05690956,11.90085983,12.13729954,12.23974037,12.26576042,12.38191986,12.39231014,12.48729038,12.52620983,12.60202026,12.68286037,12.69075012,12.73190498,12.77305984,12.77305984,12.77305984,,,,,,27107.07313,28133.95924,29399.59476,30637.4281,32571.26358,32862.68455,34466.49233,35460.24844,36606.31891,37537.37087,38637.01531,40271.88144,42863.01423,43576.36574,36847.52721,36800.20418,36554.35966,37786.71297,37803.73065,37010.41146,36751.70871,37726.17314,42378.83458,41639.42072,42331.52391,434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+SWE,Sweden,Very 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+SYR,Syrian Arab 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+TLS,Timor-Leste,Medium,EAP,140,,,,,,,,,,,,,0.508,0.508,0.521,0.538,0.563,0.585,0.611,0.609,0.619,0.638,0.635,0.63,0.622,0.614,0.604,0.606,0.605,0.614,0.614,0.607,44.9535,44.9849,46.2758,47.2535,48.2516,48.0238,48.816,49.5172,49.1235,45.7011,58.5676,59.3619,60.1483,60.8707,61.6281,62.3283,63.0731,63.7229,64.329,64.8539,65.3036,65.6965,66.0812,66.4396,66.7865,67.1373,67.4461,67.7454,68.0167,68.2684,68.4755,67.7369,,,,,,,,,,,,,10.02422047,10.38859177,10.75296307,11.11733437,11.48170567,11.84607697,12.21044827,12.57481956,12.44688034,13.00276,12.9379,12.65309,12.51745,12.49089,12.39822,12.39822,12.39822,12.616098,12.616098,12.616098,,,,,,,,,,,3.120541161,3.231405203,3.346207932,3.465089279,3.588194146,3.715672582,3.847679968,3.984377205,4.12593091,4.27251362,4.424304,4.593051667,4.761799333,4.930547,5.099294667,5.268042333,5.43679,5.43679,5.43679,5.43679,5.43679,5.43679,2822.874942,3037.49405,3278.148333,3529.157525,3591.068849,3848.279048,4162.493554,4405.464066,4218.63418,2057.913246,3076.594165,3395.503646,3703.94173,3042.313789,3296.006256,3901.885426,5418.482855,7198.97098,10461.42314,8149.907407,9695.40749,11658.06795,10104.64368,8860.258391,7134.672228,5744.778703,4516.076144,4500.640588,4393.034285,4865.012069,4785.848969,4460.869435,4,,,,,,,,,,,,,,,,0.887,0.892,0.896,0.9,0.898,0.926,0.915,0.915,0.903,0.916,0.917,0.95,0.918,0.918,0.916,0.918,0.917,,,,,,,,,,,,,,,,0.503307314,0.528475692,0.550738412,0.576574237,0.575020654,0.595466632,0.609052354,0.60638023,0.593791535,0.592870934,0.586550649,0.589689005,0.579629727,0.57986179,0.586736926,0.587174571,0.580299039,46.5536,46.6897,47.9659,48.9608,49.9221,49.7306,50.5802,51.4092,50.9936,49.2337,60.1586,60.978,61.7764,62.5074,63.3195,64.0002,64.7279,65.402,66.0355,66.5486,66.9887,67.3739,67.7901,68.1921,68.5566,68.8863,69.1668,69.4412,69.7016,69.9499,70.2794,69.5445,,,,,,,,,,,,,,,,10.4737,10.8288,11.1839,11.5389,11.95909977,12.0026598,12.58284196,12.52002226,12.0364,12.0235,12.0605364,12.0975728,12.13460919,12.17164559,12.20868199,12.20868199,12.20868199,,,,,,,,,,,2.187847512,2.297135823,2.411883351,2.532362797,2.658860486,2.791677042,2.931128108,3.077545095,3.231275966,3.392686069,3.562159,3.758759167,3.955359333,4.1519595,4.348559667,4.545159833,4.74176,4.74176,4.74176,4.74176,4.74176,4.74176,2302.276957,2473.67947,2658.218129,2851.279411,2890.747766,3086.004553,3323.494917,3507.724725,3355.131384,1663.974356,2468.696794,2705.797592,2961.797727,2437.206677,2642.413509,3127.234596,4356.030564,5764.873122,8343.090478,6478.916434,9153.20192,9584.143691,8283.04591,6476.25669,5827.844379,4688.546464,4590.91142,3679.646486,3595.889195,3981.550287,3913.597777,3641.650885,,,,,,,,,,,,,,,,0.567366515,0.592413379,0.614670822,0.64048761,0.640025828,0.642870822,0.665935882,0.662374007,0.657250009,0.647022858,0.6397115,0.620860514,0.631543658,0.631388948,0.640251957,0.639913587,0.633048484,43.5321,43.5014,44.8029,45.7652,46.792,46.537,47.2826,47.879,47.5027,42.8259,57.1576,57.9291,58.7053,59.4203,60.1288,60.8393,61.5881,62.2077,62.7833,63.3138,63.7692,64.1669,64.5215,64.8402,65.1706,65.5388,65.8692,66.1884,66.4677,66.7213,66.8367,66.0999,,,,,,,,,,,,,,,,11.4308,11.8183,12.2058,12.5934,13.17492008,12.88031006,13.42267804,13.35577774,12.8398,12.826,12.8151,12.8068,12.8014,12.7986,13.02351401,13.02351401,13.02351401,,,,,,,,,,,4.090502259,4.197092794,4.306460871,4.418678867,4.533821045,4.651963606,4.773184731,4.897564643,5.025185654,5.156132221,5.290491,5.435722667,5.580954333,5.726186,5.871417667,6.016649333,6.161881,6.161881,6.161881,6.161881,6.161881,6.161881,3301.885531,3554.73333,3849.193686,4155.931878,4240.834112,4557.80865,4945.837123,5246.155233,5029.623232,2429.126649,3651.372007,4049.139579,4408.359206,3617.491622,3917.9035,4639.068471,6429.13182,8562.392746,12474.06333,9736.325102,10210.23806,13631.54681,11843.34084,11142.12991,8388.702095,6759.592192,4444.171562,5289.49178,5158.963001,5713.856476,5623.959887,5248.15712,0.422,0.436,0.435,0.433,0.429,0.425,0.433,0.435,0.436,0.443,0.444,0.44,30.66901063,30.43061303,30.19655465,29.97764634,29.76410086,29.54957373,27.04474801,26.86015163,26.69256372,26.53671808,26.34233191,26.24257376,31.82552504,31.66144201,31.49606299,31.26984127,31.02893891,30.78175896,28.31125828,28.21782178,27.9338843,27.85016287,27.68729642,27.51235585,26.56353188,25.84833908,25.14616394,24.48943901,23.84880257,23.20522118,22.63500404,22.0812149,21.57845116,21.11091423,20.52775574,20.22848129,47.62373,47.62373,47.62373,47.62373,47.62373,47.62373,44.91179,44.91179,44.91179,44.91179,44.91179,44.91179,17.81977,17.81977,17.81977,17.81977,17.81977,17.81977,13.58745,13.58745,13.58745,13.58745,13.58745,13.58745,89,,,,,,,,,,,,,0.56,0.549,0.536,0.52,0.505,0.483,0.474,0.467,0.453,0.438,0.419,0.411,0.404,0.397,0.39,0.394,0.389,0.38,0.379,0.378,1360,1350,1320,1270,1200,1100,998,919,850,792,745,720,668,603,507,415,348,300,269,242,219,198,185,176,168,160,152,142,142,142,142,142,66.003,64.731,68.714,70.42,68.164,67.521,66.801,64.806,63.272,61.966,60.364,60.764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+TON,Tonga,High,EAP,91,0.645,0.652,0.656,0.663,0.672,0.676,0.678,0.68,0.685,0.688,0.685,0.688,0.694,0.701,0.702,0.702,0.703,0.704,0.709,0.708,0.713,0.72,0.723,0.725,0.727,0.73,0.735,0.74,0.742,0.744,0.745,0.745,67.2943,67.5176,67.6864,67.8548,68.0145,68.1699,68.3229,68.4904,68.6423,68.8086,68.978,69.127,69.3348,69.4946,69.6704,69.7682,69.8939,70.0478,70.164,70.0121,70.3234,70.3809,70.442,70.505,70.5405,70.607,70.661,70.7133,70.7787,70.8715,70.9276,70.9857,12.07151065,12.23987946,12.41059662,12.58369487,12.75920744,12.93716798,13.11761065,13.30057006,13.48608133,13.67418003,13.16876984,13.40598965,13.61392021,14.5261898,14.61574162,14.70529343,14.79484524,14.88439706,14.97394887,15.06350068,15.1530525,15.24260431,15.33215613,15.42170794,15.51125975,15.60081157,15.69036338,15.77991519,15.86946701,15.95901882,16.04857063,16.04857063,9.118815371,9.303388983,9.487962596,9.672536208,9.85710982,10.04168343,10.0284996,10.03272161,10.03694363,10.04116564,10.04538765,10.04960966,10.05383167,10.05805368,10.0622757,10.06649771,10.07071972,10.2396677,10.40861568,10.57756367,10.74651165,10.91545963,11.00441689,11.09337414,11.1823314,11.27128866,11.30161499,11.33194133,11.36226767,11.392594,11.392594,11.392594,4535.219426,4779.933042,4754.482918,4906.378716,5331.259435,5328.356731,5342.561139,5294.495852,5486.404959,5539.615663,5610.106976,5612.256069,5919.305107,5806.25193,5693.384819,5561.841643,5505.705101,5311.430437,5527.20572,5288.567375,5332.265468,5699.446117,5795.075725,5843.639792,5900.359576,6002.930747,6343.509777,6723.664971,6790.395096,6903.445994,6861.643049,6822.03125,2,,,,,,0.96,0.96,0.959,0.959,0.959,0.957,0.956,0.956,0.957,0.956,0.956,0.955,0.955,0.955,0.955,0.961,0.963,0.963,0.964,0.965,0.966,0.967,0.968,0.968,0.967,0.966,0.965,,,,,,0.658649245,0.660836986,0.662376627,0.668284381,0.669734547,0.666093687,0.668500985,0.674701531,0.682476119,0.683029982,0.68270299,0.683479215,0.68438393,0.689916334,0.688847216,0.696341898,0.703494612,0.70664527,0.709295219,0.711924089,0.715228436,0.72004922,0.725011708,0.727047213,0.729273016,0.728461393,0.728001834,71.365,71.621,71.7818,71.932,72.0662,72.2038,72.3278,72.4366,72.5654,72.668,72.7603,72.7949,72.9365,73.0214,73.1131,73.063,73.1303,73.2089,73.2718,73.0556,73.3806,73.424,73.4541,73.4852,73.4887,73.5283,73.5612,73.5796,73.614,73.6695,73.6975,73.719,,,,,,13.25032964,13.44044709,13.63329013,14.00394334,14.05175018,13.48499184,13.70354324,13.90880013,14.84082964,14.93232116,15.02381268,15.1153042,15.20679572,15.29828725,15.38977877,15.48127029,15.57276181,15.66425333,15.75574485,15.84723637,15.9387279,16.03021942,16.12171094,16.21320246,16.30469398,16.30469398,16.30469398,8.918009775,9.118637436,9.319265098,9.519892759,9.72052042,9.921148081,9.907919884,9.912473869,9.917027855,9.921581841,9.926135826,9.930689812,9.935243797,9.939797783,9.944351768,9.948905754,9.95345974,10.14165382,10.32984791,10.51804199,10.70623608,10.89443016,11.00149576,11.10856137,11.21562697,11.32269257,11.36107458,11.39945659,11.4378386,11.47622061,11.47622061,11.47622061,2419.853471,2682.740307,2801.493166,3028.992298,3437.234698,3447.025038,3453.790989,3417.360057,3533.719382,3564.136423,3611.263836,3628.833852,3855.015226,3813.618993,3772.31455,3717.386059,3697.152964,3576.388939,3725.970083,3571.425218,3766.869189,4033.433092,4111.403295,4157.992662,4212.620523,4302.660516,4551.938912,4833.899659,4893.078418,4960.301094,4885.72767,4842.026992,,,,,,0.686430141,0.688701465,0.690919322,0.696818376,0.69869613,0.695933289,0.699337107,0.705541921,0.71348608,0.714161891,0.714488282,0.715478484,0.716853707,0.722203594,0.721564473,0.724475483,0.73088019,0.733658293,0.735654429,0.737733093,0.740347367,0.744768819,0.749348873,0.751251175,0.753843249,0.754169381,0.754353802,63.8353,64.0333,64.2081,64.3899,64.5688,64.7405,64.9203,65.1345,65.2882,65.4861,65.7,65.9241,66.1756,66.3879,66.6251,66.8364,67.0135,67.2328,67.3819,67.2768,67.5675,67.6304,67.7085,67.7899,67.8443,67.9251,67.9914,68.0648,68.1491,68.2651,68.3367,68.4164,,,,,,12.62400632,12.79477421,12.96785,13.30963165,13.34426022,12.85254784,13.10843606,13.35340977,14.24822254,14.33606073,14.42389891,14.5117371,14.59957528,14.68741347,14.77525166,14.86308984,14.95092803,15.03876622,15.1266044,15.21444259,15.30228078,15.39011896,15.47795715,15.56579533,15.65363352,15.65363352,15.65363352,9.362762982,9.52683009,9.690897199,9.854964307,10.01903142,10.18309852,10.15466022,10.15835123,10.16204224,10.16573324,10.16942425,10.17311525,10.17680626,10.18049726,10.18418827,10.18787928,10.19157028,10.34084625,10.49012222,10.63939819,10.78867416,10.93795013,11.00733801,11.04648547,11.10075314,11.15502081,11.17511995,11.19521908,11.21531822,11.23541736,11.23541736,11.23541736,6596.769933,6819.735696,6650.069997,6724.940669,7163.100178,7145.741089,7164.883855,7105.747947,7372.797,7449.714233,7544.452756,7533.463438,7920.191645,7738.199069,7556.451541,7351.137449,7260.698349,6999.33471,7288.265098,6975.274902,6875.760096,7348.500346,7468.069471,7525.356355,7591.029474,7712.583552,8151.408202,8636.87986,8717.261312,8882.56191,8878.106559,8845.003974,,,,,,,,,,0.664,0.665,0.666,,,,,,,,,,10.51912524,10.47889576,10.43202966,,,,,,,,,,10.75268817,10.73825503,10.60402685,9.728571892,9.62994957,9.544566154,9.468999863,9.454076767,9.352478981,9.289879799,9.217887878,9.125449181,9.007025719,8.88633728,8.745738983,,5.061193561,5.061193561,5.061193561,5.061193561,5.061193561,5.061193561,,,4.30943,4.30943,4.30943,,,,,,,,,,18.24092,18.24092,18.24092,160,0.705,0.698,0.692,0.685,0.676,0.673,0.67,0.668,0.669,0.672,0.667,0.663,0.66,0.658,0.657,0.453,0.45,0.446,0.446,0.446,0.643,0.428,0.428,0.429,0.64,0.637,0.633,0.363,0.365,0.367,0.366,0.631,94,94,93,92,91,89,87,85,82,80,77,73,71,69,67,66,64,62,60,61,57,56,56,56,55,54,53,52,52,52,52,52,30.861,29.355,28.217,26.537,23.549,22.855,21.77,21.703,22.901,25.048,23.819,22.748,22.264,21.918,22.388,22.973,22.276,21.929,21.399,21.177,20.671,20.643,20.818,21.377,21.348,20.51,19.278,19.097,19.22,19.502,19.098,18.965,35.752,38.077,40.442,42.836,45.241,44.916,44.561,44.205,43.852,43.509,43.179,42.879,42.601,42.33,42.062,41.795,41.5,41.202,40.902,40.608,40.318,40.024,39.737,39.454,39.176,38.902,38.612,38.328,38.047,38.05,37.466,37.292,74.984,74.809,74.588,74.325,74.016,73.321,72.565,71.799,71.027,70.26,69.505,68.79,68.097,67.408,66.713,66.009,65.253,64.482,63.7,62.919,62.136,61.341,60.547,59.755,58.962,58.169,57.346,56.526,55.707,55.712,55.388,55.263,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.809348999,1.000188984,0.729735113,0.881902948,0.956767879,0.992581479,0.799227198,1.023897991,0.906257729,1.127592786,0.972349525,0.89286911,1.036032397,1.177338863,1.096808956,1.125613201,1.26088923,1.107222585,1.169579895,1.26961209,1.127555632,0.990614318,1.034291443,1.116067919,1.124242784,1.199730108,1.268033184,1.54463813,1.349167127,1.373475989,1.359761578,1.359761578,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +TTO,Trinidad and Tobago,Very High,LAC,57,0.66,0.665,0.663,0.667,0.67,0.678,0.684,0.69,0.7,0.703,0.712,0.721,0.732,0.737,0.752,0.758,0.767,0.773,0.777,0.787,0.79,0.794,0.8,0.806,0.809,0.816,0.815,0.817,0.815,0.821,0.818,0.81,68.272,68.8595,68.3914,68.8113,68.5109,69.17,69.0086,68.719,69.1599,68.3771,69.1022,69.6462,70.4878,69.729,71.0756,71.3077,71.256,71.6523,71.4697,73.126,72.7254,73.2779,73.7159,73.9623,74.2152,74.5032,74.281,74.2301,73.8018,74.2279,74.4056,72.9709,11.11131308,11.05126953,10.99155045,11.01103973,11.12510612,11.2391725,11.35323889,11.46730527,11.58137165,11.69543804,11.80950442,11.92357081,12.03763719,12.15170357,12.26576996,12.38313146,12.5016159,12.69514154,12.88866718,13.08219282,13.27571846,13.46924409,13.59812069,13.72823041,13.85958505,13.99219652,14.12607684,14.26123815,14.39769272,14.53545292,14.53545292,14.53545292,7.252180099,7.421411779,7.590643459,7.759875139,7.929106818,8.098338498,8.267570178,8.436801857,8.606033537,8.775265217,8.944496897,9.113728576,9.282960256,9.452191936,9.621423615,9.790655295,9.959886975,10.12911865,10.29835033,10.30049992,10.47030973,10.64011955,10.75685069,10.87486246,10.99416892,11.11478428,11.23672288,11.35999926,11.48462809,11.61062419,11.61062419,11.61062419,10497.63719,10649.47368,10420.72124,10300.6617,10468.88734,10801.6479,11548.07879,12703.82988,13903.94721,14958.86422,15643.28331,16521.25119,17901.96486,20236.02008,22429.82542,23278.47647,26206.36859,26458.12469,26585.5194,26620.88515,27481.11974,25456.22639,26253.28163,27593.19075,27041.19649,28684.3759,26827.84272,26543.37527,25315.95987,25722.49253,23748.77675,23392.02084,1,0.934,0.938,0.937,0.938,0.944,0.941,0.952,0.944,0.952,0.948,0.954,0.958,0.967,0.967,0.974,0.978,0.974,0.973,0.977,0.978,0.98,0.983,0.984,0.987,0.988,0.991,0.992,0.986,0.988,0.987,0.985,0.985,0.632882022,0.639491424,0.637712247,0.641849847,0.646593231,0.653240872,0.663565128,0.666947951,0.679391056,0.680841543,0.691854632,0.701726231,0.716109264,0.721910569,0.739251798,0.747147879,0.754202781,0.759802573,0.765046776,0.775534162,0.780136077,0.784959772,0.791681312,0.799427816,0.803016673,0.811111808,0.809967465,0.809090241,0.808008429,0.813466655,0.809376263,0.801419799,70.4011,71.399,70.7855,71.242,71.3216,71.6319,71.9297,70.8722,71.8659,70.6681,71.7613,72.5393,73.8631,72.8238,74.4892,74.8137,74.2045,74.6852,74.7729,76.7566,76.1383,76.41,76.7041,77.0691,77.4069,77.9299,77.6742,77.6943,77.3525,77.6973,77.8806,76.4032,11.2083938,11.09514999,10.98305035,11.02167988,11.15301531,11.28435074,11.41568617,11.54702161,11.67835704,11.80969247,11.9410279,12.07236333,12.20369877,12.3350342,12.46636963,12.60202358,12.73915366,12.90587564,13.07259761,13.23931959,13.40604157,13.57276355,13.72045683,13.86975724,14.02068228,14.17324962,14.32747714,14.4833829,14.64098517,14.8003024,14.8003024,14.8003024,7.134319782,7.309248103,7.484176424,7.659104745,7.834033065,8.008961386,8.183889707,8.358818028,8.533746348,8.708674669,8.88360299,9.058531311,9.233459632,9.408387952,9.583316273,9.758244594,9.933172915,10.10810124,10.28302956,10.28293991,10.47003984,10.65713978,10.78522614,10.91485194,11.0460357,11.17879613,11.31315219,11.44912305,11.58672812,11.72598705,11.72598705,11.72598705,6322.587837,6473.46835,6456.109531,6392.443701,6492.138555,6710.150918,7457.66599,8170.117788,8907.254427,9554.864303,10025.19561,10591.08049,11636.73375,13457.14854,15182.69219,16077.40525,18353.88183,18142.92023,18527.39548,18245.87851,19638.74567,19482.59427,20408.73902,21660.70597,21188.97379,22269.32079,20992.62427,19387.8529,18477.52252,18726.41928,17019.16406,16793.87355,0.6777993,0.681415381,0.680584756,0.683983968,0.68510732,0.694127072,0.696997543,0.706420247,0.713555698,0.718087691,0.725104599,0.732333144,0.740871332,0.746391661,0.758921929,0.763989464,0.77411848,0.780995881,0.783100823,0.792609516,0.796110895,0.798728319,0.804926203,0.810113596,0.81260306,0.818551705,0.816773697,0.82026593,0.817967338,0.823970828,0.821450327,0.813863715,66.1218,66.3424,66.0069,66.385,65.7705,66.7005,66.156,66.5249,66.4741,66.064,66.4528,66.7815,67.2012,66.6855,67.7215,67.8662,68.2712,68.5862,68.1915,69.51,69.3087,70.078,70.6345,70.7802,70.9628,71.0518,70.8788,70.7821,70.2986,70.8277,70.983,69.6616,11.01785578,11.00918961,11.00053024,11.00123024,11.09832564,11.19542105,11.29251645,11.38961185,11.48670725,11.58380266,11.68089806,11.77799346,11.87508887,11.97218427,12.06927967,12.16878991,12.26912059,12.48277033,12.69642007,12.91006981,13.12371955,13.33736929,13.44733482,13.55820701,13.66999333,13.78270131,13.89633857,14.01091276,14.1264316,14.24290289,14.24290289,14.24290289,7.373260021,7.536582232,7.699904442,7.863226652,8.026548862,8.189871073,8.353193283,8.516515493,8.679837704,8.843159914,9.006482124,9.169804335,9.333126545,9.496448755,9.659770966,9.823093176,9.986415386,10.1497376,10.31305981,10.31847,10.47084999,10.62322998,10.72891366,10.83564872,10.94344562,11.05231492,11.16226729,11.27331351,11.38546445,11.49873111,11.49873111,11.49873111,14752.03803,14904.04266,14459.8476,14282.16904,14520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High,LAC,58,0.701,0.705,0.708,0.711,0.716,0.717,0.723,0.735,0.744,0.747,0.753,0.76,0.764,0.77,0.77,0.768,0.768,0.771,0.774,0.78,0.787,0.794,0.798,0.805,0.808,0.811,0.815,0.819,0.819,0.821,0.821,0.809,73.1617,73.3051,73.4412,73.579,73.7276,73.896,74.0876,74.298,74.5267,74.7695,75.0247,75.2851,75.5399,75.7851,76.0069,76.1935,76.3615,76.4981,76.623,76.7384,76.858,76.9833,77.111,77.24,77.3663,77.4827,77.5707,77.6247,77.611,77.5085,78.4298,75.4356,12.88957024,12.99347973,12.80471992,12.89607739,12.98743486,13.07879233,13.1701498,13.5117898,13.85342979,13.88834953,14.20868969,14.68225002,15.08796024,15.5248003,15.53059959,15.21078014,15.32322979,14.9503603,14.71558952,15.06327963,15.41096973,15.68239657,15.95382341,16.22525024,16.32092094,16.34380913,16.63433075,16.83563995,16.72912025,16.83259964,16.83259964,16.83259964,7.151282631,7.189396058,7.227509486,7.265622914,7.303736342,7.341849769,7.466219902,7.67811421,7.890008518,8.101902825,8.313797133,8.525691441,8.737585749,8.949480057,8.631463369,8.313446681,7.995429993,8.183539867,8.371649742,8.372019768,8.327150345,8.404020309,8.478859901,8.523880005,8.613840103,8.669449806,8.70388031,8.831359863,8.906729698,8.982549667,8.982549667,8.982549667,10699.72084,11130.23386,11984.48622,12230.23593,12993.59291,12746.59981,13386.57815,14520.43184,15075.17988,14797.83113,14447.51049,13863.30468,12897.16027,12446.62399,13048.45186,14226.02679,14884.97098,15828.80644,16795.81997,17404.48653,18614.31477,19578.65067,19381.35212,20666.30667,21004.10273,21439.38802,21673.66035,21733.37205,21730.72567,21916.76822,20441.92913,21268.88122,1,1.033,1.029,1.027,1.022,1.019,1.015,1.018,1.02,1.012,1.003,1.003,1.008,1.006,1.012,1.008,1.011,1.007,1.01,1.01,1.011,1.014,1.02,1.02,1.017,1.018,1.018,1.021,1.018,1.019,1.02,1.019,1.022,0.69265841,0.697668906,0.705528486,0.708923951,0.715470659,0.717880897,0.7269899,0.739057184,0.744449162,0.74439321,0.750505191,0.759584697,0.762682215,0.771257264,0.769036464,0.769256108,0.767744088,0.773951695,0.780366592,0.783718153,0.787086849,0.794903799,0.797112273,0.800136049,0.803798587,0.808657579,0.812380301,0.816744895,0.818681438,0.82192335,0.822486878,0.812179016,77.2361,77.4309,77.6251,77.8255,78.039,78.2728,78.5262,78.7887,79.0532,79.3081,79.5465,79.7607,79.9489,80.1186,80.2628,80.3762,80.4883,80.5802,80.6754,80.7762,80.8967,81.0323,81.1651,81.2801,81.3598,81.3861,81.3561,81.3157,81.2826,81.2959,81.911,79.2583,12.93644793,13.18834361,13.44514415,13.70694505,13.97384368,14.24593931,14.52333312,14.80612828,15.09442997,14.7360096,15.01159,15.53975964,16.01417923,16.60173035,16.61437988,16.17112923,16.26828003,16.13821765,16.22015893,16.29036036,16.14505752,16.34625423,16.39150254,16.40970643,16.46727711,16.7247612,16.78348475,17.14586587,17.14922169,17.32807722,17.32807722,17.32807722,7.759184583,7.686853202,7.61452182,7.542190438,7.469859057,7.397527675,7.61232996,7.830428532,8.048527105,8.266625677,8.484724249,8.702822821,8.920921394,9.139019966,8.817373276,8.495726585,8.174079895,8.364799976,8.555520058,8.552359581,8.506019592,8.625780106,8.719420433,8.742690086,8.854610443,8.910820007,8.965820313,9.089030266,9.170760155,9.251560211,9.251560211,9.251560211,6854.425179,7172.631354,7905.803785,8012.222877,8593.177673,8511.095729,8916.372827,9851.117955,9612.71428,9577.321805,9524.454555,9587.911964,8798.475405,8771.026365,8869.166088,10160.77555,10311.30892,11259.24871,11881.39769,12383.22332,13542.27965,14536.07944,14548.42952,15118.18164,15521.97145,15977.05618,16791.35662,16654.8493,17004.93556,17170.18221,16450.90362,17125.29225,0.670502779,0.678016044,0.686660759,0.693601096,0.702052383,0.70698879,0.714173817,0.724690476,0.735263265,0.742376488,0.748609925,0.753755729,0.758094374,0.762314078,0.763015647,0.760846681,0.762176806,0.766302757,0.772396912,0.775055763,0.776167331,0.779510729,0.781513799,0.786736443,0.789712208,0.794162923,0.795982734,0.802269343,0.803323094,0.806179299,0.807162629,0.79450292,69.2419,69.3297,69.4052,69.4787,69.5607,69.6613,69.7866,69.9377,70.1175,70.329,70.5754,70.8498,71.135,71.4187,71.6826,71.9102,72.1091,72.2711,72.4121,72.5339,72.6494,72.7645,72.8879,73.0291,73.1962,73.3918,73.5864,73.7323,73.7532,73.579,74.6882,71.6545,10.20784548,10.48596121,10.77165428,11.06513115,11.36660387,11.67629031,11.99441425,12.32120557,12.65690041,13.07050037,13.43363953,13.84673977,14.18620014,14.47700024,14.47616005,14.27176952,14.40355968,14.28794622,14.29403522,14.34034132,14.20737275,14.26775705,14.41060454,14.39870922,14.48041966,14.67629356,14.80862769,15.13399956,15.20719524,15.44421384,15.44421384,15.44421384,6.556600541,6.696376598,6.836152654,6.975928711,7.115704767,7.255480823,7.301459789,7.506562642,7.711665494,7.916768347,8.121871199,8.326974051,8.532076904,8.737179756,8.421209812,8.105239868,7.789269924,7.97502017,8.160770416,8.16534996,8.122320175,8.150250435,8.203849792,8.274200439,8.339520454,8.394880295,8.408109665,8.540410042,8.609100342,8.6769104,8.6769104,8.6769104,14734.35786,15288.53277,16275.96777,16674.52036,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+VCT,Saint Vincent and the Grenadines,High,LAC,89,,,,,,,,,,,0.683,0.689,0.695,0.702,0.708,0.713,0.722,0.73,0.734,0.736,0.734,0.736,0.737,0.743,0.752,0.759,0.765,0.774,0.775,0.769,0.764,0.751,72.3797,72.9368,72.6238,72.4582,71.9225,72.0974,71.2662,70.9224,71.097,71.3002,71.3772,71.9378,72.1682,72.3523,73.035,73.5161,74.0166,74.7028,75.0526,75.0826,74.7184,74.5958,74.1463,73.7976,74.473,74.4071,74.2799,74.3052,74.1279,72.8347,72.1256,69.6291,11.70584267,11.80901289,11.91309241,12.01808923,12.12401146,12.23086723,12.33866479,12.44741242,12.55711852,12.66779151,12.77943993,12.92613029,12.95664024,13.23293972,13.2448101,13.35086012,13.45691013,13.56296015,13.66901016,13.77506018,13.88111019,13.98716021,14.09321022,14.19926023,14.30531025,14.31507015,14.40353068,14.49253785,14.58209505,14.67220567,14.67220567,14.67220567,,,,,,,,,,,7.538120307,7.609680742,7.681920509,7.754160276,7.826400043,7.898639811,7.970879578,8.043119345,8.115359113,8.18759888,8.259838647,8.332078415,8.404318182,8.890140604,9.375963025,9.861785447,10.34760787,10.83343029,10.83343029,10.83343029,10.83343029,10.83343029,6185.527922,6184.505565,6617.215376,6820.810696,6558.563361,7102.313941,7249.186638,7410.344354,7742.503481,8009.950058,8153.521341,8376.855392,8886.756276,9420.992574,9737.161293,10002.26481,10906.968,11394.27153,11579.83607,11506.67603,11139.20682,11073.09644,11370.47393,11624.45716,11422.1553,11637.726,11770.05999,12188.7601,12618.61184,12269.13362,12030.75949,11961.08792,2,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.972,0.972,0.972,0.97,0.97,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.760935034,0.762976868,0.756187177,0.751283854,0.73874214,74.9827,75.6767,75.0615,74.5817,74.0245,74.1554,73.4201,72.9123,73.3522,74.0491,74.1716,74.8593,75.3076,75.1177,75.5549,76.2002,76.8203,77.4285,78.1167,77.9215,77.55,77.3177,77.0456,76.5477,77.4275,77.2594,77.102,77.0517,76.8627,75.5799,74.9442,72.3958,12.74893683,12.800648,12.85256892,12.90470043,12.9570434,13.00959867,13.06236712,13.1153496,13.16854698,13.22196014,13.27558994,13.12617016,13.11435986,13.50669956,13.40810966,13.53975172,13.67139378,13.80303583,13.93467789,14.06631994,14.197962,14.32960405,14.46124611,14.59288816,14.72453022,14.58530998,14.66444315,14.74400567,14.82399985,14.90442804,14.90442804,14.90442804,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.92370987,10.92370987,10.92370987,10.92370987,10.92370987,3687.431383,3704.262029,4015.036086,4177.340724,4022.334257,4421.447747,4541.347621,4687.115045,4947.5001,5158.365139,5278.244266,5461.933895,5871.516771,6315.280216,6591.258478,6821.107693,7525.656864,7902.212568,8047.72401,7969.727657,8009.89941,7960.060099,8195.378333,8409.517034,8286.89652,8462.888631,8595.950069,8930.894879,9285.972331,9045.326059,8747.196587,8720.223778,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.783149311,0.785012927,0.778260819,0.774132037,0.761469,69.8295,70.2332,70.2158,70.3572,69.8633,70.0874,69.1945,69.0154,68.963,68.76,68.8085,69.2645,69.3266,69.8209,70.7112,71.0713,71.4891,72.2447,72.3495,72.5708,72.2403,72.2213,71.6655,71.4428,71.9742,71.9899,71.8943,71.9796,71.8163,70.5329,69.8124,67.354,10.71306321,10.86146498,11.01192247,11.16446417,11.31911893,11.47591603,11.63488516,11.79605638,11.95946022,12.1251276,12.29308987,12.73042965,12.80136967,12.96317959,13.08275032,13.16451225,13.24627419,13.32803612,13.40979805,13.49155998,13.57332191,13.65508385,13.73684578,13.81860771,13.90036964,14.05827045,14.1573522,14.25713226,14.35761557,14.45880707,14.45880707,14.45880707,,,,,,,,,,,,,,,,,,,,,,,,,,,,10.74547958,10.74547958,10.74547958,10.74547958,10.74547958,8627.868182,8606.760688,9151.458867,9391.45262,9020.679382,9700.417373,9869.130901,10040.79034,10437.74285,10756.22627,10920.16131,11179.085,11783.41851,12402.01902,12752.81014,13047.35773,14139.96742,14729.96688,14950.96807,14880.08155,14121.71219,14037.93556,14392.87273,14684.29437,14406.64141,14661.50122,14794.73224,15295.65976,15800.78876,15351.84269,15176.94909,15074.89757,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,11.96305847,11.66136646,11.36770821,11.95401764,10.73646164,10.43247128,10.18918896,9.856872559,9.585349083,9.36213398,9.002559662,9.120908737,,,,,,,,9.166052393,9.166052393,9.166052393,9.166052393,9.166052393,,,,,,,,,,,,,94,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.414,0.411,0.41,0.391,0.39,82,78,79,77,83,88,90,87,84,81,80,75,72,69,64,59,62,67,70,67,63,64,71,73,69,64,67,68,68,68,68,68,96.492,93.856,91.631,89.546,88.634,85.716,80.984,79.842,77.334,77.19,77.067,74.377,73.74,71.255,67.632,64.859,63.434,63.173,64.592,67.32,65.682,64.403,64.478,63.243,61.615,57.221,53.897,52.185,50.273,49.592,48.417,47.871,43.961,44.286,45.049,45.624,45.72,46.615,46.966,47.526,48.13,48.582,48.897,49.281,50.049,50.921,51.488,51.926,52.73,53.127,53.357,53.237,52.986,52.993,53.181,53.411,53.564,53.687,53.925,54.084,54.335,54.392,52.588,52.913,81.186,80.8,80.362,79.992,79.72,79.301,78.99,78.632,78.278,77.987,77.758,77.471,77.134,76.782,76.49,76.203,75.921,75.739,75.594,75.518,75.481,75.418,75.314,75.207,75.138,75.109,75.006,74.915,74.818,74.789,73.914,74.1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,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27.126851,2678.315819,2869.509517,3053.643157,3167.329899,3281.547066,3497.80803,3674.792695,3859.003728,4091.087105,4362.304904,4644.816716,4903.944222,4811.532132,5411.378996,5322.758114,5584.403755,5821.2832,5969.933299,6165.918381,6418.461221,6629.243006,6928.530776,7367.768155,7994.618462,8469.842465,8712.782765,8825.599737,0.546,0.55,0.553,0.558,0.56,0.563,0.566,0.57,0.575,0.579,0.608,0.602,17.62099027,17.57592725,17.54412602,17.32826222,17.64660163,17.62384378,17.6008402,17.57498927,17.55383677,17.52331793,14.3717559,14.32867907,17.64705882,17.66467066,17.70833333,17.4556213,17.64705882,17.69005848,17.73255814,17.6300578,17.5035868,17.63869132,14.36619718,14.36699858,14.2913208,14.15613174,14.06072807,13.97260666,13.86631489,13.79804134,13.72903061,13.65147781,13.58802032,13.49646378,13.2595377,13.1303072,16.57815,16.57815,16.57815,16.57815,17.63946,17.63946,17.63946,17.63946,17.63946,17.63946,15.25479,15.25479,21.9935,21.9935,21.9935,21.43403,21.43403,21.43403,21.43403,21.43403,21.43403,21.43403,14.60094,14.60094,71,0.41,0.409,0.407,0.401,0.392,0.384,0.369,0.358,0.342,0.334,0.328,0.321,0.312,0.304,0.305,0.3,0.299,0.303,0.307,0.312,0.315,0.32,0.319,0.32,0.317,0.316,0.306,0.303,0.304,0.305,0.305,0.296,116,110,104,99,93,88,83,80,74,71,68,65,62,59,57,54,51,49,49,48,47,47,46,46,45,45,44,43,43,43,43,43,43.715,46.525,48.217,47.314,45.447,43.176,37.883,34.302,30.71,29.019,27.968,27.014,26.532,25.089,26.263,26.266,27.366,28.725,30.388,32.923,34.991,35.397,36.088,36.798,36.25,35.761,34.813,34.291,34.514,34.703,34.709,34.6,74.311,74.118,73.797,73.508,73.185,72.836,72.5,70.707,70.202,70.338,68.747,69.496,68.99,68.441,67.56,68.547,69.518,70.473,70.959,71.446,71.523,71.52,71.712,72.601,72.636,72.433,71.9,71.41,70.415,70.332,69.664,69.637,79.332,79.341,79.351,79.352,79.344,79.324,79.291,78.097,77.392,76.833,76.041,76.685,76.188,75.735,75.446,76.458,77.442,78.396,79.408,80.39,80.997,81.203,80.838,81.605,81.608,82.145,81.393,81.026,81,80.798,80.029,79.437,17,0.476,0.487,0.497,0.508,0.518,0.53,0.541,0.549,0.557,0.566,0.575,0.583,0.588,0.593,0.6,0.605,0.612,0.618,0.622,0.624,0.629,0.633,0.638,0.643,0.64,0.642,0.652,0.655,0.659,0.661,0.668,0.662,1.244813278,1.21703854,1.388888889,1.359223301,1.520912548,1.669758813,1.636363636,1.964285714,2.108963093,2.076124567,2.210884354,2.508361204,3.289473684,3.889789303,4,4.423380727,4.524180967,4.62962963,4.747320061,5.167173252,5.128205128,5.239520958,5.05952381,4.881656805,5.882352941,6.140350877,5.23255814,5.346820809,5.451936872,5.974395448,5.915492958,5.832147937,0.313266017,0.307840404,0.302842068,0.316084407,0.355308449,0.383080008,0.449678786,0.577143071,0.599002429,0.593272389,0.658249641,0.738817856,0.840129983,0.924011784,1.056349868,1.129558562,1.165546765,1.174929531,1.314035427,1.417380963,1.575409806,1.701679438,1.587404707,1.64425166,1.842755524,2.082539807,2.058572525,2.063931951,2.341467869,2.69859441,2.612563309,2.612563309,2.05,2.1,2.37,2.42,2.58,2.84,2.99,3.14,3.41,3.52,3.83,4.2,5.93,6.77,6.96,7.69,7.8,8.17,8.04,8.89,8.66,8.72,8.51,7.8,9.85,10.03,8.09,8.16,8.12,8.52,8.52,8.52 +VUT,Vanuatu,Medium,EAP,140,,,,,,,,,,,,,,,,0.578,0.584,0.585,0.591,0.591,0.591,0.593,0.59,0.593,0.595,0.595,0.596,0.599,0.603,0.611,0.608,0.607,66.6747,67.2031,67.3535,67.5281,67.7387,67.8853,68.6298,68.7082,68.763,68.2374,68.9657,69.0375,69.196,69.2761,69.3133,69.3898,69.462,69.5445,69.6019,69.6526,69.6171,69.5508,69.4972,69.5342,69.4645,69.5129,69.6496,69.7095,69.7948,69.8769,70.2995,70.449,,,,,,,,,,9.639610291,10.08658028,10.19987011,10.35857964,10.67967987,10.60295963,10.66470058,10.72644152,10.78818246,10.8499234,10.91166435,10.97340529,11.03514623,11.09688717,11.15862812,11.22036906,11.28211,11.34488537,11.40801004,11.47148594,11.53531503,11.53531503,11.53531503,,,,,,,,,,,,,,,,6.504119241,6.539910145,6.575898,6.580869198,6.648269778,6.684455667,6.720641556,6.756827444,6.793013333,6.793013333,6.793013333,6.68,6.76,6.84,7.064846,7.064846,7.064846,2796.691933,2648.554526,2472.191472,2469.48714,2443.395921,2549.196357,2597.366653,2629.264118,2688.953424,2793.51902,2795.741554,2756.182045,2561.696975,2598.666954,2618.474793,2648.817055,2864.764402,2871.305544,3099.601738,3013.346393,2991.247208,3024.658712,2865.599326,2929.854856,3031.763329,2969.834779,3043.566834,3089.938709,3200.787431,3417.730001,3174.307445,3085.411633,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,70.0969,70.2468,70.4397,70.5239,70.7487,70.8447,71.3192,71.401,71.4734,70.7561,71.6547,71.6744,71.7603,71.8557,71.8717,71.9218,71.9659,72.041,72.0835,72.114,72.0556,72.0399,71.9796,72.0555,71.8922,71.9397,72.1256,72.2537,72.3003,72.405,72.4265,72.9446,,,,,,,,,,9.405610085,10.12318039,10.14681005,10.17043972,10.33222008,10.23828983,10.31375439,10.38921895,10.46468351,10.54014808,10.61561264,10.6910772,10.76654176,10.84200632,10.91747088,10.99293544,11.0684,11.14544781,11.22303196,11.30115618,11.37982422,11.37982422,11.37982422,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,2065.763651,1954.967027,1823.805741,1822.060893,1797.283147,1875.617168,1909.244101,1929.773488,1971.725291,2049.862199,2048.344653,2023.549892,1886.502275,1912.434907,1926.230407,1947.203358,2104.57058,2113.714807,2287.104167,2230.862983,2165.110934,2338.232434,2212.428893,2258.712916,2334.942268,2288.358879,2343.073647,2375.726422,2458.924915,2623.145254,2423.690325,2353.697069,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,64.063,64.8596,64.9809,65.2189,65.4176,65.6,66.535,66.6104,66.6535,66.2751,66.8645,66.9617,67.1589,67.2141,67.2569,67.3428,67.4266,67.5051,67.5657,67.6232,67.5992,67.5076,67.4725,67.4901,67.4994,67.5509,67.6518,67.645,67.7498,67.8009,68.5472,68.3967,,,,,,,,,,9.85929966,10.0529604,10.29489517,10.53682995,11.00662041,10.94542027,10.99545388,11.04548749,11.0955211,11.14555471,11.19558833,11.24562194,11.29565555,11.34568916,11.39572278,11.44575639,11.49579,11.54648752,11.59740862,11.64855428,11.6999255,11.6999255,11.6999255,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,3490.956674,3308.576893,3090.241523,3087.592858,3061.155705,3194.123536,3257.012535,3300.530508,3378.023035,3508.742648,3515.712307,3463.344398,3214.555469,3263.276643,3290.023593,3330.601405,3604.606494,3609.652044,3892.579219,3778.221861,3800.032016,3697.599187,3506.815048,3589.59108,3717.536015,3641.192754,3734.20191,3794.520914,3933.070169,4202.490679,3915.923814,3808.57617,0.486,0.487,0.485,0.487,0.489,,,,,,,,17.79296395,17.80897487,17.81624696,17.79472126,17.81149575,,,,,,,,17.76649746,17.87521079,17.79661017,17.87521079,17.81512605,,,,,,,,16.20327187,16.25130463,16.27312088,16.20854378,16.25886726,16.04512787,15.65848446,15.39334106,15.12667465,14.81475925,14.49602699,14.0302496,17.49305,17.49305,17.49305,17.49305,17.49305,,,,,,,,19.68256999,19.68256999,19.68256999,19.68256999,19.68256999,19.68256999,19.68256999,19.68256999,19.68256999,19.68256999,19.68256999,19.68256999,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,224,214,205,197,186,178,169,166,154,157,140,135,128,123,119,113,108,103,99,96,92,88,85,82,80,76,74,72,72,72,72,72,82.776,82.641,81.365,80.283,77.393,74.74,72.637,71.772,72.417,72.153,73.959,75.88,73.833,72.625,71.909,70.916,70.847,69.547,69.253,69.345,70.606,72.025,72.722,72.701,72.26,71.024,70.304,67.814,66.55,65.864,64.857,64.063,60.767,60.754,60.772,60.877,60.593,60.662,60.651,60.514,60.403,60.476,60.31,60.582,60.956,60.881,60.822,60.702,60.45,60.351,60.206,60.198,60.261,60.325,60.365,60.397,60.416,60.531,60.494,60.412,60.397,60.374,59.553,59.721,78.188,78.188,78.193,78.215,78.153,78.172,78.168,78.136,78.11,78.134,78.092,78.171,78.257,78.248,78.242,78.223,78.175,78.171,78.153,78.177,78.219,78.239,78.245,78.247,78.249,78.281,78.27,78.245,78.238,78.228,77.724,78.006,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,0.449960088,0.437591231,0.4014178,0.389923878,0.379506364,0.392202571,0.490746672,0.481771771,0.452887009,0.46491049,0.455593279,0.464731343,0.434570957,0.423564654,0.287193757,0.280119647,0.22219527,0.450754538,0.42395329,0.525131706,0.511872859,0.543574569,0.455232286,0.414051084,0.58316407,0.486482499,0.52656918,0.487653672,0.600895176,0.604504438,0.591056341,0.591056341,,,,,,,,,,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diff --git a/temperature-development/Untitled.ipynb b/temperature-development/Untitled.ipynb new file mode 100644 index 0000000..d7259d5 --- /dev/null +++ b/temperature-development/Untitled.ipynb @@ -0,0 +1,137 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 11, + "id": "db20765b-5d5e-4b39-9e0f-366e25909200", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "\n", + "# Load HDI data\n", + "hdi = pd.read_csv('Human Development Index - Full.csv') # contains 'country' and 'hdi_2022'\n", + "hdi = hdi[['ISO3', 'Human Development Index (2021)']].rename(columns={'Human Development Index (2021)':'HDI', 'ISO3': 'country'})\n", + "\n", + "# Load temperature data\n", + "temp = pd.read_csv('./combined_temperature.csv')\n", + "# Average temperature\n", + "temp_avg = temp.groupby('Code', as_index=False)['Annual Mean'].mean().rename(columns={'Annual Mean':'Avg_Temp_C', 'Code': 'country'})\n", + "\n", + "# Merge\n", + "df = pd.merge(hdi, temp_avg, on='country', how='inner').dropna()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "911d2568-fccb-466d-be20-160f8956deb0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(12, 8))\n", + "sns.regplot(\n", + " data=df,\n", + " x='Avg_Temp_C',\n", + " y='HDI',\n", + " scatter_kws={'alpha':0.7},\n", + " line_kws={'color':'darkred'},\n", + " ci=95\n", + ")\n", + "\n", + "for i, row in df.iterrows():\n", + " plt.text(row['Avg_Temp_C'] + 0.2, row['HDI'], row['country'], fontsize=9, alpha=0.8)\n", + "\n", + "\n", + "\n", + "plt.xlabel('Avg Annual Temperature (°C)')\n", + "plt.ylabel('Human Development Index (0–1)')\n", + "plt.title('Human Development vs Average Temperature by Country')\n", + "plt.grid(True)\n", + "sns.despine(trim=True)\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "dba05402-16c3-43a5-a8f3-170cf326b393", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "df['Temp_Rank'] = df['Avg_Temp_C'].rank(method='min')\n", + "df['HDI_Rank'] = df['HDI'].rank(ascending=False, method='min') # higher HDI = better rank\n", + "\n", + "# Plot ranks\n", + "plt.figure(figsize=(10, 6))\n", + "sns.regplot(data=df, x='Temp_Rank', y='HDI_Rank')\n", + "\n", + "# Annotate\n", + "for i, row in df.iterrows():\n", + " plt.text(row['Temp_Rank'] + 0.1, row['HDI_Rank'], row['country'], fontsize=9)\n", + "\n", + "# Customize plot\n", + "plt.xlabel('Temperature Rank (cooler → lower rank)')\n", + "plt.ylabel('HDI Rank (higher HDI → lower rank)')\n", + "plt.title('Scatterplot of Country Ranks: Temperature vs HDI')\n", + "plt.grid(True)\n", + "plt.tight_layout()\n", + "plt.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "440c158d-1039-4050-a7af-6764f42e6985", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/temperature-development/combined_temperature.csv b/temperature-development/combined_temperature.csv new file mode 100644 index 0000000..80bae10 --- /dev/null +++ b/temperature-development/combined_temperature.csv @@ -0,0 +1,20741 @@ +Country,Year,Annual Mean,5-yr smooth,Code +Dominican Republic,1901,23.71,23.65,DOM +Dominican Republic,1902,23.4,23.52,DOM +Dominican Republic,1903,23.45,23.38,DOM +Dominican Republic,1904,23.03,23.26,DOM +Dominican Republic,1905,23.44,23.16,DOM +Dominican Republic,1906,23.18,23.09,DOM +Dominican Republic,1907,22.94,23.05,DOM +Dominican Republic,1908,23.1,23.03,DOM +Dominican Republic,1909,22.95,23.03,DOM +Dominican Republic,1910,22.87,23.05,DOM +Dominican Republic,1911,23.0,23.06,DOM +Dominican Republic,1912,23.38,23.07,DOM +Dominican Republic,1913,22.74,23.07,DOM +Dominican Republic,1914,23.04,23.06,DOM +Dominican Republic,1915,23.56,23.04,DOM +Dominican Republic,1916,23.1,23.02,DOM +Dominican Republic,1917,22.71,23.0,DOM +Dominican Republic,1918,22.87,22.98,DOM +Dominican Republic,1919,23.13,22.97,DOM +Dominican Republic,1920,22.93,22.97,DOM +Dominican Republic,1921,22.84,22.99,DOM +Dominican Republic,1922,22.65,23.03,DOM +Dominican Republic,1923,23.13,23.09,DOM +Dominican Republic,1924,23.7,23.17,DOM +Dominican Republic,1925,23.2,23.26,DOM +Dominican Republic,1926,23.72,23.35,DOM +Dominican Republic,1927,23.35,23.42,DOM +Dominican Republic,1928,23.33,23.48,DOM +Dominican Republic,1929,23.07,23.51,DOM +Dominican Republic,1930,23.27,23.53,DOM +Dominican Republic,1931,23.85,23.53,DOM +Dominican 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+"Gambia,",1945,28.3,27.84,GMB +"Gambia,",1946,27.74,27.85,GMB +"Gambia,",1947,27.8,27.83,GMB +"Gambia,",1948,27.65,27.79,GMB +"Gambia,",1949,27.75,27.7,GMB +"Gambia,",1950,27.56,27.57,GMB +"Gambia,",1951,27.35,27.44,GMB +"Gambia,",1952,27.2,27.33,GMB +"Gambia,",1953,27.38,27.26,GMB +"Gambia,",1954,27.37,27.25,GMB +"Gambia,",1955,27.56,27.31,GMB +"Gambia,",1956,27.27,27.41,GMB +"Gambia,",1957,27.27,27.53,GMB +"Gambia,",1958,27.77,27.63,GMB +"Gambia,",1959,27.49,27.69,GMB +"Gambia,",1960,27.64,27.7,GMB +"Gambia,",1961,27.69,27.66,GMB +"Gambia,",1962,27.81,27.61,GMB +"Gambia,",1963,27.89,27.57,GMB +"Gambia,",1964,27.7,27.55,GMB +"Gambia,",1965,27.3,27.57,GMB +"Gambia,",1966,27.75,27.63,GMB +"Gambia,",1967,27.03,27.69,GMB +"Gambia,",1968,27.39,27.74,GMB +"Gambia,",1969,28.36,27.75,GMB +"Gambia,",1970,28.12,27.69,GMB +"Gambia,",1971,27.12,27.58,GMB +"Gambia,",1972,27.55,27.45,GMB +"Gambia,",1973,27.77,27.32,GMB +"Gambia,",1974,26.94,27.24,GMB +"Gambia,",1975,27.08,27.23,GMB 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a/temperature-development/shell.nix b/temperature-development/shell.nix new file mode 100644 index 0000000..044ae50 --- /dev/null +++ b/temperature-development/shell.nix @@ -0,0 +1,12 @@ +{ pkgs ? import {} }: +pkgs.mkShell { + packages = [ + (pkgs.python3.withPackages (py: [ + py.jupyter + py.seaborn + py.matplotlib + py.pandas + py.numpy + ])) + ]; +}