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Merged
merged 2 commits into from
Jul 18, 2022
Merged

Data sharks testing bronze #33

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3e01ea7
Indexing on GoldenDataframe
vperezlo Jul 18, 2022
1c3b4b5
Updating changes after testing
vperezlo Jul 18, 2022
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18 changes: 9 additions & 9 deletions Notebook_Bronze.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -59,8 +59,8 @@
"source": [
"#CONSTANTS AND STRUCTURES TO BE USED\n",
"\n",
"read_path = os.getcwd() + '\\Databases' #Path to your databases folder to be read\n",
"write_path = os.getcwd() + '\\Output' #Path to the folder you want to store the dataframes\n",
"read_path = os.getcwd() + '/Databases/' #Path to your databases folder to be read\n",
"write_path = os.getcwd() + '/Output/' #Path to the folder you want to store the dataframes\n",
"\n",
"column_country = 'Country' #Name for the column containing the name of the countries\n",
"column_year = 'Year' #Name for the column containing the years\n",
Expand Down Expand Up @@ -351,11 +351,11 @@
"3 American Samoa 1960 NaN NaN NaN\n",
"4 Andorra 1960 NaN NaN NaN\n",
" Country Year Gender Equality % Undernourishment AgriShareGDP\n",
"67519 Zimbabwe 1896 NaN NaN NaN\n",
"67520 Zimbabwe 1897 NaN NaN NaN\n",
"67521 Zimbabwe 1898 NaN NaN NaN\n",
"67522 Zimbabwe 1899 NaN NaN NaN\n",
"67523 Åland Islands 2015 NaN NaN NaN\n"
"67332 Zimbabwe 1896 NaN NaN NaN\n",
"67333 Zimbabwe 1897 NaN NaN NaN\n",
"67334 Zimbabwe 1898 NaN NaN NaN\n",
"67335 Zimbabwe 1899 NaN NaN NaN\n",
"67336 Åland Islands 2015 NaN NaN NaN\n"
]
}
],
Expand All @@ -369,7 +369,7 @@
"if not os.path.exists(write_path):\n",
" os.makedirs(write_path)\n",
"\n",
"merged_df.to_csv(write_path + '/BronzeDataframe.csv', index = False)"
"merged_df.to_csv(write_path + 'BronzeDataframe.csv', index = False)"
]
},
{
Expand All @@ -382,7 +382,7 @@
"data": {
"text/plain": [
"Country object\n",
"Year int32\n",
"Year int64\n",
"Gender Equality float64\n",
"% Undernourishment float64\n",
"AgriShareGDP float64\n",
Expand Down
443 changes: 273 additions & 170 deletions Notebook_Golden.ipynb
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Large diffs are not rendered by default.

2 changes: 1 addition & 1 deletion Notebook_Silver.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -768,7 +768,7 @@
"orig_nbformat": 4,
"vscode": {
"interpreter": {
"hash": "44718ba4235bc6fc2135f9d8856f170c8312ddd29b08710a5ea28d42169e623e"
"hash": "6044c39f3fa8d69f78786198aef61ed0dc3fdd7ddd5a88c111ee27e3b3325eb4"
}
}
},
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44 changes: 22 additions & 22 deletions Output/Country/Afghanistan.csv
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Original file line number Diff line number Diff line change
@@ -1,22 +1,22 @@
,Country,Year,AgriShareGDP,CreditToAgriFishForest,EmploymentRural,GDP,TotalAgri,% Soldiers,Birth Rate,Death Rate,Homicides,Life Expectancy,Maternal Death Risk,Infant Mortality,% Population Growth,% Rural Population,Civil Liberties,Freedom of Expression,% Healthcare Investment,% Employment Industry,% Education Expenditure,% Men Employment,% Women Employment,Population,Region
0,Afghanistan,2000,54.063,,,3342.034168,,7.88796097983463,48.021,11.718,,55.841,11.2156379912129,90.5,2.97505722281038,77.922,0.4,0.625,1.21,11.014,,,,20779957.0,South Asia
1,Afghanistan,2001,54.063,,,3598.470576,,5.020511240390225,47.505,11.387,,56.308,10.6049681394364,87.9,3.90280496415438,77.831,0.4,0.625,1.21,12.037,,,,21606992.0,South Asia
2,Afghanistan,2002,45.1344,,,4141.523943,,2.15306150094582,46.901,11.048,,56.784,9.73650912005909,85.3,4.4967187466326,77.739,0.4,0.625,1.21,10.048,,,,22600774.0,South Asia
3,Afghanistan,2003,41.9034,,,4729.042179,,2.20829036368334,46.231,10.704,,57.271,8.97836614020107,82.7,4.66834379545461,77.647,0.403,0.687,5.46,10.227,,,,23680871.0,South Asia
4,Afghanistan,2004,35.6128,,,5388.482107,,0.435599375060097,45.507,10.356,,57.772,8.31549443527835,80.0,4.32155951673842,77.5,0.403,0.677,3.6,11.414,,,,24726689.0,South Asia
5,Afghanistan,2005,35.1476,,,6220.574147,,0.416444370204238,44.723,10.003,,58.29,7.81041080451062,77.3,3.68269988149014,77.297,0.403,0.677,3.37,11.184,,,,25654274.0,South Asia
6,Afghanistan,2006,34.3934,,,7104.711445,,0.767568167954751,43.87,9.645,,58.826,7.58144008868269,74.6,2.9905238360968,77.093,0.397,0.707,2.72,11.535,,,,26433058.0,South Asia
7,Afghanistan,2007,35.266,,,9412.161765,,0.753282650704164,42.944,9.287,,59.375,7.26897290852062,71.9,2.49383039084495,76.887,0.397,0.708,2.61,11.182,,,,27100542.0,South Asia
8,Afghanistan,2008,30.9046,,,10236.901594,,1.3647280801078,41.949,8.932,,59.93,6.82759665545794,69.2,2.26827304079294,76.68,0.407,0.735,3.0,11.393,,,,27722281.0,South Asia
9,Afghanistan,2009,32.7856,,,11595.133469,,3.63882306707489,40.903,8.584,,60.484,6.44358057382544,66.7,2.39697830237036,76.472,0.404,0.74,2.51,9.455,,,,28394806.0,South Asia
10,Afghanistan,2010,30.9138,,,14698.889678,,4.25262122534817,39.829,8.25,,61.028,6.03931129230311,64.2,2.74661463795293,76.263,0.404,0.745,2.26,9.409,,,,29185511.0,South Asia
11,Afghanistan,2011,29.8295,,,17350.694945,,4.52434071376244,38.75,7.936,,61.553,5.5208063944762,61.8,3.14310555651301,76.052,0.406,0.745,2.19,9.885,,,,30117411.0,South Asia
12,Afghanistan,2012,28.5562,,,19136.499341,,4.2852910158047,37.69,7.645,,62.054,5.02302719536136,59.5,3.40760003260595,75.84,0.405,0.747,1.37,9.244,,,,31161378.0,South Asia
13,Afghanistan,2013,27.8781,,,19621.802455,,3.97997266680196,36.67,7.38,,62.525,4.53815117369347,57.3,3.49459192739625,75.627,0.378,0.743,1.78,9.283,,,,32269592.0,South Asia
14,Afghanistan,2014,27.4791,,,19550.702567,,3.53247387908301,35.706,7.141,,62.966,4.21670381435676,55.2,3.35560233082199,75.413,0.384,0.724,1.86,9.699,,,,33370803.0,South Asia
15,Afghanistan,2015,25.5322,,,18713.04841,,3.48093674906882,34.809,6.929,,63.377,3.6091255501105,53.2,3.07705362914441,75.197,0.392,0.712,2.01,9.94,,,,34413603.0,South Asia
16,Afghanistan,2016,26.4075,,,18019.558182,,3.37609123264645,33.981,6.742,,63.763,3.3309138614947,51.3,2.77803478841236,74.98,0.3755,0.66,2.14,9.96,,,,35383028.0,South Asia
17,Afghanistan,2017,25.5747,,,18896.352021,,3.24666839554272,33.211,6.575,,64.13,3.06359325193536,49.5,2.54783303994568,74.75,0.359,0.72,2.32,9.958,,,,36296111.0,South Asia
18,Afghanistan,2018,22.4409,,,18418.8483,,2.6445968966639,32.487,6.423,,64.486,3.06359325193536,47.9,2.38430907940751,74.505,0.383,0.72,1.9,9.958,,,,37171922.0,South Asia
19,Afghanistan,2019,25.5185,,,18904.490263,,2.6445968966639,31.802,6.285,,64.833,3.06359325193536,46.4,2.31307334941778,74.246,0.38,0.692,3.87,9.958,,,,38041757.0,South Asia
20,Afghanistan,2020,27.0135,,,19793.262413,,2.6445968966639,31.153,6.157,,65.173,3.06359325193536,45.0,2.30381209309418,73.974,0.419,0.734,3.87,9.958,,,,38928341.0,South Asia
Country,Year,AgriShareGDP,CreditToAgriFishForest,EmploymentRural,GDP,TotalAgri,% Soldiers,Birth Rate,Death Rate,Homicides,Life Expectancy,Maternal Death Risk,Infant Mortality,% Population Growth,% Rural Population,Civil Liberties,Freedom of Expression,% Healthcare Investment,% Employment Industry,% Education Expenditure,% Men Employment,% Women Employment,Population,Region
Afghanistan,2000,54.063,,,3342.034168,,7.88796097983463,48.021,11.718,,55.841,11.2156379912129,90.5,2.97505722281038,77.922,0.4,0.625,1.21,11.014,,,,20779957.0,South Asia
Afghanistan,2001,54.063,,,3598.470576,,5.020511240390225,47.505,11.387,,56.308,10.6049681394364,87.9,3.90280496415438,77.831,0.4,0.625,1.21,12.037,,,,21606992.0,South Asia
Afghanistan,2002,45.1344,,,4141.523943,,2.15306150094582,46.901,11.048,,56.784,9.73650912005909,85.3,4.4967187466326,77.739,0.4,0.625,1.21,10.048,,,,22600774.0,South Asia
Afghanistan,2003,41.9034,,,4729.042179,,2.20829036368334,46.231,10.704,,57.271,8.97836614020107,82.7,4.66834379545461,77.647,0.403,0.687,5.46,10.227,,,,23680871.0,South Asia
Afghanistan,2004,35.6128,,,5388.482107,,0.435599375060097,45.507,10.356,,57.772,8.31549443527835,80.0,4.32155951673842,77.5,0.403,0.677,3.6,11.414,,,,24726689.0,South Asia
Afghanistan,2005,35.1476,,,6220.574147,,0.416444370204238,44.723,10.003,,58.29,7.81041080451062,77.3,3.68269988149014,77.297,0.403,0.677,3.37,11.184,,,,25654274.0,South Asia
Afghanistan,2006,34.3934,,,7104.711445,,0.767568167954751,43.87,9.645,,58.826,7.58144008868269,74.6,2.9905238360968,77.093,0.397,0.707,2.72,11.535,,,,26433058.0,South Asia
Afghanistan,2007,35.266,,,9412.161765,,0.753282650704164,42.944,9.287,,59.375,7.26897290852062,71.9,2.49383039084495,76.887,0.397,0.708,2.61,11.182,,,,27100542.0,South Asia
Afghanistan,2008,30.9046,,,10236.901594,,1.3647280801078,41.949,8.932,,59.93,6.82759665545794,69.2,2.26827304079294,76.68,0.407,0.735,3.0,11.393,,,,27722281.0,South Asia
Afghanistan,2009,32.7856,,,11595.133469,,3.63882306707489,40.903,8.584,,60.484,6.44358057382544,66.7,2.39697830237036,76.472,0.404,0.74,2.51,9.455,,,,28394806.0,South Asia
Afghanistan,2010,30.9138,,,14698.889678,,4.25262122534817,39.829,8.25,,61.028,6.03931129230311,64.2,2.74661463795293,76.263,0.404,0.745,2.26,9.409,,,,29185511.0,South Asia
Afghanistan,2011,29.8295,,,17350.694945,,4.52434071376244,38.75,7.936,,61.553,5.5208063944762,61.8,3.14310555651301,76.052,0.406,0.745,2.19,9.885,,,,30117411.0,South Asia
Afghanistan,2012,28.5562,,,19136.499341,,4.2852910158047,37.69,7.645,,62.054,5.02302719536136,59.5,3.40760003260595,75.84,0.405,0.747,1.37,9.244,,,,31161378.0,South Asia
Afghanistan,2013,27.8781,,,19621.802455,,3.97997266680196,36.67,7.38,,62.525,4.53815117369347,57.3,3.49459192739625,75.627,0.378,0.743,1.78,9.283,,,,32269592.0,South Asia
Afghanistan,2014,27.4791,,,19550.702567,,3.53247387908301,35.706,7.141,,62.966,4.21670381435676,55.2,3.35560233082199,75.413,0.384,0.724,1.86,9.699,,,,33370803.0,South Asia
Afghanistan,2015,25.5322,,,18713.04841,,3.48093674906882,34.809,6.929,,63.377,3.6091255501105,53.2,3.07705362914441,75.197,0.392,0.712,2.01,9.94,,,,34413603.0,South Asia
Afghanistan,2016,26.4075,,,18019.558182,,3.37609123264645,33.981,6.742,,63.763,3.3309138614947,51.3,2.77803478841236,74.98,0.3755,0.66,2.14,9.96,,,,35383028.0,South Asia
Afghanistan,2017,25.5747,,,18896.352021,,3.24666839554272,33.211,6.575,,64.13,3.06359325193536,49.5,2.54783303994568,74.75,0.359,0.72,2.32,9.958,,,,36296111.0,South Asia
Afghanistan,2018,22.4409,,,18418.8483,,2.6445968966639,32.487,6.423,,64.486,3.06359325193536,47.9,2.38430907940751,74.505,0.383,0.72,1.9,9.958,,,,37171922.0,South Asia
Afghanistan,2019,25.5185,,,18904.490263,,2.6445968966639,31.802,6.285,,64.833,3.06359325193536,46.4,2.31307334941778,74.246,0.38,0.692,3.87,9.958,,,,38041757.0,South Asia
Afghanistan,2020,27.0135,,,19793.262413,,2.6445968966639,31.153,6.157,,65.173,3.06359325193536,45.0,2.30381209309418,73.974,0.419,0.734,3.87,9.958,,,,38928341.0,South Asia
44 changes: 22 additions & 22 deletions Output/Country/Albania.csv
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Original file line number Diff line number Diff line change
@@ -1,22 +1,22 @@
,Country,Year,AgriShareGDP,CreditToAgriFishForest,EmploymentRural,GDP,TotalAgri,% Soldiers,Birth Rate,Death Rate,Homicides,Life Expectancy,Maternal Death Risk,Infant Mortality,% Population Growth,% Rural Population,Civil Liberties,Freedom of Expression,% Healthcare Investment,% Employment Industry,% Education Expenditure,% Men Employment,% Women Employment,Population,Region
21,Albania,2000,22.7162,,,3487.586302,889117.0,5.02338291722358,16.436,5.914,4.1863119742,73.955,0.0504721636685486,24.1,-0.637356833943492,58.259,0.818,0.794,8.17,15.094,,,,3129246.0,Europe and Central Asia
22,Albania,2001,22.7162,,,3926.887597,914923.0,3.06870024254097,15.59,5.879,7.0294254946,74.288,0.0469270539566516,22.9,-0.93847042771206,57.565,0.841,0.784,8.42,15.364,,,,3129701.0,Europe and Central Asia
23,Albania,2002,22.0252,,,4355.865889,975105.0,2.05620444460014,14.79,5.891,6.9093843834,74.579,0.0421383683562508,21.7,-0.299876697084691,56.499,0.854,0.791,8.21,16.02,,,,3126183.0,Europe and Central Asia
24,Albania,2003,21.9782,,,5561.459461,1201158.0,1.69192765932575,14.048,5.952,5.3238965663,74.828,0.0390587272203283,20.4,-0.374149169291299,55.427,0.857,0.791,9.0,16.704,,,,3118017.0,Europe and Central Asia
25,Albania,2004,20.5375,,,7177.030365,1464842.0,1.67121132506071,13.381,6.061,4.2191470044,75.039,0.031703903431196,19.1,-0.417931377925999,54.349,0.867,0.791,9.35,17.134,,,,3104893.0,Europe and Central Asia
26,Albania,2005,18.8453,,,8052.079314,1426053.0,1.76910575242426,12.821,6.206,4.9889691947,75.228,0.0371727751560624,17.8,-0.511790116421897,53.269,0.867,0.8,9.23,17.768,,,,3086810.0,Europe and Central Asia
27,Albania,2006,17.7084,,,8896.076004,1501212.0,0.912552114660983,12.398,6.365,3.1015131793,75.423,0.0299066005110282,16.6,-0.630911244851673,52.185,0.867,0.794,8.77,18.124,,,,3063021.0,Europe and Central Asia
28,Albania,2007,17.1536,,,10677.32222,1699586.0,1.16240291931481,12.118,6.518,3.4607858357,75.646,0.0302705908100668,15.3,-0.75571875541991,51.098,0.867,0.804,8.31,18.41,,,,3033993.0,Europe and Central Asia
29,Albania,2008,16.8371,,,12881.352058,1891672.0,1.17481012637716,11.973,6.65,3.0972300439,75.912,0.0310654794952662,14.1,-0.767342959142321,50.009,0.867,0.804,7.16,19.673,,,,3002683.0,Europe and Central Asia
30,Albania,2009,16.7944,,,12044.21039,1841674.0,1.20227882594965,11.945,6.756,2.8590226044,76.221,0.0322345113131938,12.9,-0.673894046451936,48.924,0.88,0.804,7.15,19.943,,,,2973044.0,Europe and Central Asia
31,Albania,2010,17.9559,,,11926.948284,1903675.0,1.20278488137335,12.001,6.841,4.3079630492,76.562,0.0338759658737667,11.8,-0.49646196338738,47.837,0.884,0.814,8.09,19.927,,,,2948029.0,Europe and Central Asia
32,Albania,2011,18.2268,,,12890.873323,2178454.0,1.07521943588521,12.1,6.915,4.8487315274,76.914,0.0361237760359253,10.8,-0.269017331764615,46.753,0.891,0.814,8.18,18.92,,,,2928601.0,Europe and Central Asia
33,Albania,2012,18.7668,,,12319.779604,2199647.0,1.12249673714931,12.197,6.996,5.3876148686,77.252,0.0287993795350163,10.0,-0.165151040121679,45.67,0.891,0.814,8.7,17.344,,,,2914091.0,Europe and Central Asia
34,Albania,2013,19.5652,,,12776.280738,2604243.0,0.689650136429024,12.257,7.096,4.2702841943,77.554,0.0276343008936864,9.3,-0.183211384606402,44.613,0.914,0.723,8.83,18.087,,,,2903788.0,Europe and Central Asia
35,Albania,2014,19.9902,,,13228.240079,2450033.0,0.683323137080249,12.259,7.219,4.0396270147,77.813,0.0284155966202162,8.8,-0.207046999760594,43.577,0.914,0.722,8.17,18.151,,,,2896307.0,Europe and Central Asia
36,Albania,2015,19.7802,,,11386.924853,2170996.0,0.652394325550909,12.197,7.367,2.214131417,78.025,0.0262991502417915,8.5,-0.291205786840436,42.566,0.914,0.724,8.88,18.06,,,,2890524.0,Europe and Central Asia
37,Albania,2016,19.85,,,11861.356451,2160373.0,0.639653232694558,12.08,7.534,2.7369477905,78.194,0.0271870581486421,8.4,-0.159880412127734,41.579,0.914,0.724,9.62,18.196,,,,2886427.0,Europe and Central Asia
38,Albania,2017,19.0221,,,13019.729856,2321675.0,0.669172345337542,11.934,7.714,2.0109778588,78.333,0.0262856705527916,8.4,-0.0919722937442495,40.617,0.894,0.745,9.18,18.318,,,,2884169.0,Europe and Central Asia
39,Albania,2018,18.4409,,,15156.439968,2461345.0,0.642824083332857,11.78,7.898,2.2894924438,78.458,0.0262856705527916,8.5,-0.246732042281782,39.681,0.906,0.658,9.8,18.318,,,,2882735.0,Europe and Central Asia
40,Albania,2019,18.6275,,,15400.237155,2461522.0,0.642824083332857,11.62,8.082,2.2894924438,78.573,0.0262856705527916,8.6,-0.426007367032238,38.771,0.921,0.609,9.8,18.318,,,,2880913.0,Europe and Central Asia
41,Albania,2020,19.2521,,,14909.619335,2551046.0,0.642824083332857,11.453,8.263,2.2894924438,78.686,0.0262856705527916,8.8,-0.574206959244013,37.888,0.904,0.644,9.8,18.318,,,,2877800.0,Europe and Central Asia
Country,Year,AgriShareGDP,CreditToAgriFishForest,EmploymentRural,GDP,TotalAgri,% Soldiers,Birth Rate,Death Rate,Homicides,Life Expectancy,Maternal Death Risk,Infant Mortality,% Population Growth,% Rural Population,Civil Liberties,Freedom of Expression,% Healthcare Investment,% Employment Industry,% Education Expenditure,% Men Employment,% Women Employment,Population,Region
Albania,2000,22.7162,,,3487.586302,889117.0,5.02338291722358,16.436,5.914,4.1863119742,73.955,0.0504721636685486,24.1,-0.637356833943492,58.259,0.818,0.794,8.17,15.094,,,,3129246.0,Europe and Central Asia
Albania,2001,22.7162,,,3926.887597,914923.0,3.06870024254097,15.59,5.879,7.0294254946,74.288,0.0469270539566516,22.9,-0.93847042771206,57.565,0.841,0.784,8.42,15.364,,,,3129701.0,Europe and Central Asia
Albania,2002,22.0252,,,4355.865889,975105.0,2.05620444460014,14.79,5.891,6.9093843834,74.579,0.0421383683562508,21.7,-0.299876697084691,56.499,0.854,0.791,8.21,16.02,,,,3126183.0,Europe and Central Asia
Albania,2003,21.9782,,,5561.459461,1201158.0,1.69192765932575,14.048,5.952,5.3238965663,74.828,0.0390587272203283,20.4,-0.374149169291299,55.427,0.857,0.791,9.0,16.704,,,,3118017.0,Europe and Central Asia
Albania,2004,20.5375,,,7177.030365,1464842.0,1.67121132506071,13.381,6.061,4.2191470044,75.039,0.031703903431196,19.1,-0.417931377925999,54.349,0.867,0.791,9.35,17.134,,,,3104893.0,Europe and Central Asia
Albania,2005,18.8453,,,8052.079314,1426053.0,1.76910575242426,12.821,6.206,4.9889691947,75.228,0.0371727751560624,17.8,-0.511790116421897,53.269,0.867,0.8,9.23,17.768,,,,3086810.0,Europe and Central Asia
Albania,2006,17.7084,,,8896.076004,1501212.0,0.912552114660983,12.398,6.365,3.1015131793,75.423,0.0299066005110282,16.6,-0.630911244851673,52.185,0.867,0.794,8.77,18.124,,,,3063021.0,Europe and Central Asia
Albania,2007,17.1536,,,10677.32222,1699586.0,1.16240291931481,12.118,6.518,3.4607858357,75.646,0.0302705908100668,15.3,-0.75571875541991,51.098,0.867,0.804,8.31,18.41,,,,3033993.0,Europe and Central Asia
Albania,2008,16.8371,,,12881.352058,1891672.0,1.17481012637716,11.973,6.65,3.0972300439,75.912,0.0310654794952662,14.1,-0.767342959142321,50.009,0.867,0.804,7.16,19.673,,,,3002683.0,Europe and Central Asia
Albania,2009,16.7944,,,12044.21039,1841674.0,1.20227882594965,11.945,6.756,2.8590226044,76.221,0.0322345113131938,12.9,-0.673894046451936,48.924,0.88,0.804,7.15,19.943,,,,2973044.0,Europe and Central Asia
Albania,2010,17.9559,,,11926.948284,1903675.0,1.20278488137335,12.001,6.841,4.3079630492,76.562,0.0338759658737667,11.8,-0.49646196338738,47.837,0.884,0.814,8.09,19.927,,,,2948029.0,Europe and Central Asia
Albania,2011,18.2268,,,12890.873323,2178454.0,1.07521943588521,12.1,6.915,4.8487315274,76.914,0.0361237760359253,10.8,-0.269017331764615,46.753,0.891,0.814,8.18,18.92,,,,2928601.0,Europe and Central Asia
Albania,2012,18.7668,,,12319.779604,2199647.0,1.12249673714931,12.197,6.996,5.3876148686,77.252,0.0287993795350163,10.0,-0.165151040121679,45.67,0.891,0.814,8.7,17.344,,,,2914091.0,Europe and Central Asia
Albania,2013,19.5652,,,12776.280738,2604243.0,0.689650136429024,12.257,7.096,4.2702841943,77.554,0.0276343008936864,9.3,-0.183211384606402,44.613,0.914,0.723,8.83,18.087,,,,2903788.0,Europe and Central Asia
Albania,2014,19.9902,,,13228.240079,2450033.0,0.683323137080249,12.259,7.219,4.0396270147,77.813,0.0284155966202162,8.8,-0.207046999760594,43.577,0.914,0.722,8.17,18.151,,,,2896307.0,Europe and Central Asia
Albania,2015,19.7802,,,11386.924853,2170996.0,0.652394325550909,12.197,7.367,2.214131417,78.025,0.0262991502417915,8.5,-0.291205786840436,42.566,0.914,0.724,8.88,18.06,,,,2890524.0,Europe and Central Asia
Albania,2016,19.85,,,11861.356451,2160373.0,0.639653232694558,12.08,7.534,2.7369477905,78.194,0.0271870581486421,8.4,-0.159880412127734,41.579,0.914,0.724,9.62,18.196,,,,2886427.0,Europe and Central Asia
Albania,2017,19.0221,,,13019.729856,2321675.0,0.669172345337542,11.934,7.714,2.0109778588,78.333,0.0262856705527916,8.4,-0.0919722937442495,40.617,0.894,0.745,9.18,18.318,,,,2884169.0,Europe and Central Asia
Albania,2018,18.4409,,,15156.439968,2461345.0,0.642824083332857,11.78,7.898,2.2894924438,78.458,0.0262856705527916,8.5,-0.246732042281782,39.681,0.906,0.658,9.8,18.318,,,,2882735.0,Europe and Central Asia
Albania,2019,18.6275,,,15400.237155,2461522.0,0.642824083332857,11.62,8.082,2.2894924438,78.573,0.0262856705527916,8.6,-0.426007367032238,38.771,0.921,0.609,9.8,18.318,,,,2880913.0,Europe and Central Asia
Albania,2020,19.2521,,,14909.619335,2551046.0,0.642824083332857,11.453,8.263,2.2894924438,78.686,0.0262856705527916,8.8,-0.574206959244013,37.888,0.904,0.644,9.8,18.318,,,,2877800.0,Europe and Central Asia
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