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Global Emission Analysis Project #720

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990e8d9
global_climate_analysis_project
minal2577 Jul 21, 2024
e37d168
Merge pull request #1 from minal2577/SSoc-contributuion
minal2577 Jul 21, 2024
d6ec2d1
Create CH4N2O
minal2577 Jul 23, 2024
27525dc
ADD DATA USED
minal2577 Jul 23, 2024
36652af
Create CLEANING DATA
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4ede72c
CREATING MERGE ALL.PY
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89e956f
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929c0c5
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minal2577 Jul 23, 2024
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minal2577 Jul 23, 2024
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3b79e69
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5e0a82a
rename GLOBL CLIMATE ANALYSIS TO GLOBAL EMISSION ANALYSIS
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257506d
readme.md file
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0e20638
adding dataset used
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forming data perparingand cleaning
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notebook
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205 changes: 205 additions & 0 deletions Global Emission Analysis/Dataset/CH4_N2O_Emissions.csv
Original file line number Diff line number Diff line change
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Country,latest year available,CH4 emissions,CH4 emissions per capita, % change since 1990,N2O emissions,N2O emissions per capita, % change since 1990,
Afghanistan,2005,10.16,0.42,...,5.94,0.24,...,\
Albania,1994,2.14,0.68,...,0.29,0.09,...,
Algeria,2000,32.92,1.06,...,6.50,0.21,...,
Angola,2005,19.93,1.11,...,13.87,0.77,...,
Antigua and Barbuda,2000,0.14,1.83,43.74,0.08,1.08,5197.47,
Argentina,2000,84.85,2.29,10.50,67.50,1.82,30.26,
Armenia,2010,2.26,0.76,-28.66,0.48,0.16,185.46,
Australia,2012,111.71,4.88,-3.02,25.78,1.13,40.43,
Austria,2012,5.31,0.63,-36.32,5.22,0.62,-15.75,
Azerbaijan,1994,9.29,1.21,-38.78,0.66,0.09,-26.30,
Bahamas,1994,0.02,0.08,0.00,0.31,1.12,...,
Bahrain,2000,3.91,7.11,...,0.04,0.07,...,
Bangladesh,2005,39.47,0.28,...,19.11,0.13,...,
Barbados,1997,1.81,6.77,8.78,0.05,0.19,0.00,
Belarus,2012,15.39,1.62,1.14,16.40,1.73,-18.52,
Belgium,2012,6.39,0.58,-33.82,6.99,0.63,-35.86,
Belize,1994,5.57,27.60,...,0.17,0.85,...,
Benin,2000,2.32,0.33,...,2.51,0.36,...,
Bhutan,2000,0.59,1.05,...,0.47,0.82,...,
Bolivia (Plurinational State of),2004,11.97,1.34,28.03,1.39,0.15,140.53,
Bosnia and Herzegovina,2001,2.42,0.64,-45.70,1.46,0.38,-53.32,
Botswana,2000,2.16,1.40,...,2.04,1.32,...,
Brazil,2005,316.28,1.68,34.49,162.78,0.86,45.06,
Bulgaria,2012,7.19,0.98,-56.60,5.24,0.72,-59.79,
Burkina Faso,1994,4.70,0.48,...,0.37,0.04,...,
Burundi,2005,0.53,0.07,...,25.77,3.25,...,
Cabo Verde,2000,0.07,0.16,...,0.09,0.21,...,
Cambodia,1994,7.77,0.75,...,3.67,0.35,...,
Cameroon,1994,17.71,1.31,...,145.25,10.72,...,
Canada,2012,90.56,2.60,25.78,47.73,1.37,-2.92,
Central African Republic,1994,11.88,3.65,...,25.64,7.88,...,
Chad,1993,6.94,1.06,...,0.77,0.12,...,
Chile,2010,11.46,0.67,...,9.70,0.57,...,
China,2005,932.86,0.71,...,394.10,0.30,...,
Colombia,2004,53.87,1.26,21.37,34.38,0.80,39.53,
Comoros,1994,0.06,0.12,...,0.39,0.83,...,
Congo,2000,0.50,0.16,...,0.27,0.09,...,
Cook Islands,1994,0.01,0.58,...,0.04,2.04,...,
Costa Rica,2005,3.53,0.83,11.89,2.59,0.61,1302.52,
Côte d'Ivoire,2000,25.15,1.52,...,185.68,11.24,...,
Croatia,2012,3.42,0.80,-7.41,3.30,0.77,-17.40,
Cuba,1996,6.64,0.61,-37.81,7.04,0.64,-59.67,
Cyprus,2012,1.30,1.15,43.28,0.61,0.54,11.11,
Czech Republic,2012,10.26,0.97,-42.67,7.73,0.73,-42.69,
Democratic People's Republic of Korea,2002,12.62,0.54,-49.11,0.93,0.04,-76.92,
Democratic Republic of the Congo,2003,37.29,0.71,...,6.06,0.12,...,
Denmark,2012,5.52,0.99,-7.26,5.99,1.07,-38.99,
Djibouti,2000,0.28,0.39,...,0.45,0.62,...,
Dominica,2005,0.03,0.46,...,0.03,0.43,...,
Dominican Republic,2000,4.84,0.56,59.11,3.18,0.37,279.36,
Ecuador,2006,17.17,1.23,31.61,201.48,14.42,33.12,
Egypt,2000,39.43,0.58,77.83,24.45,0.36,136.65,
El Salvador,2005,3.36,0.57,...,1.65,0.28,...,
Eritrea,2000,3.00,0.85,...,0.31,0.09,...,
Estonia,2012,0.93,0.70,-44.58,1.01,0.76,-55.03,
Ethiopia,1995,37.44,0.65,-0.45,7.44,0.13,140.00,
Fiji,2004,0.51,0.63,...,0.63,0.77,...,
Finland,2012,4.08,0.75,-33.82,5.18,0.96,-29.94,
France,2012,51.74,0.81,-13.40,57.77,0.91,-36.95,
Gabon,2000,0.71,0.58,...,0.29,0.24,...,
Gambia,2000,0.80,0.65,...,1.10,0.90,...,
Georgia,2006,4.14,0.93,-42.19,2.20,0.50,-8.84,
Germany,2012,48.71,0.61,-55.23,55.80,0.69,-34.60,
Ghana,2006,6.42,0.31,113.56,3.96,0.18,40.77,
Greece,2012,9.71,309.10,-8.53,6.81,0.61,-33.39,
Grenada,1994,1.47,14.79,...,0.00,0.02,...,
Guatemala,1990,4.09,0.45,0.00,6.41,0.70,0.00,
Guinea,1994,3.25,0.43,...,0.23,0.03,...,
Guinea-Bissau,1994,0.67,0.58,...,0.85,0.73,...,
Guyana,2004,1.19,1.60,11.74,0.23,0.31,6.94,
Haiti,2000,3.67,0.43,...,1.57,0.18,...,
Honduras,2000,3.85,0.62,...,2.29,0.37,...,
Hungary,2012,7.99,0.80,-32.72,6.76,0.68,-47.59,
Iceland,2012,0.46,1.41,4.63,0.46,1.42,-12.08,
India,2000,407.24,0.39,...,79.80,0.08,...,
Indonesia,2000,236.33,1.12,122.72,28.47,0.13,58.04,
Iran (Islamic Republic of),2000,75.71,1.15,...,40.15,0.61,...,
Ireland,2012,12.07,2.59,-11.70,7.42,1.59,-18.61,
Israel,2010,6.81,0.92,...,2.57,0.35,...,
Italy,2012,36.08,0.60,-17.56,27.53,0.46,-26.52,
Jamaica,1994,1.22,0.49,...,106.54,43.19,...,
Japan,2012,20.03,0.16,-38.32,20.23,0.16,-31.94,
Jordan,2006,3.07,0.55,...,1.55,0.28,...,
Kazakhstan,2012,49.03,2.91,-32.23,9.49,0.56,-47.13,
Kenya,1994,15.54,0.58,...,0.42,0.02,...,
Kiribati,1994,0.01,0.12,...,0.00,0.00,...,
Kuwait,1994,2.71,1.60,...,0.14,0.08,...,
Kyrgyzstan,2005,3.02,0.59,-50.42,0.15,0.03,-16.53,
Lao People's Democratic Republic,2000,5.34,1.00,-16.68,2.50,0.47,6625.00,
Latvia,2012,1.63,0.80,-51.23,1.82,0.89,-52.41,
Lebanon,2000,1.83,0.56,...,1.04,0.00,...,
Lesotho,2000,1.26,0.68,...,1.45,0.78,...,
Liberia,2000,4.14,1.43,...,0.31,0.11,...,
Liechtenstein,2012,0.02,0.43,8.92,0.01,0.34,-5.95,
Lithuania,2012,3.05,1.01,-46.93,4.14,1.37,-42.33,
Luxembourg,2012,0.43,0.80,-7.64,0.47,0.87,-2.36,
Madagascar,2000,6.92,0.44,...,20.68,1.31,...,
Malawi,1994,3.95,0.41,-43.98,2.41,0.25,625.23,
Malaysia,2000,51.65,2.21,...,2.90,0.12,...,
Maldives,1994,0.02,...,...,…,…,…,
Mali,2000,8.85,0.80,...,1.77,0.16,...,
Malta,2012,0.10,0.25,42.30,0.06,0.14,11.29,
Mauritania,2000,4.15,1.53,...,1.66,0.61,...,
Mauritius,2006,1.39,1.13,...,0.19,0.15,...,
Mexico,2006,187.78,1.69,76.22,20.34,110.55,96.25,
Micronesia (Federated States of),1994,0.01,0.07,...,0.00,0.03,...,
Monaco,2012,0.00,0.02,-58.15,0.00,0.08,64.61,
Mongolia,2006,6.53,2.55,15.83,0.46,0.18,1380.00,
Montenegro,2003,0.53,0.87,-6.26,0.29,0.46,-22.03,
Morocco,2000,9.09,0.31,...,17.06,0.59,...,
Mozambique,1994,5.66,0.37,13.51,0.98,0.06,37.01,
Myanmar,2005,26.58,0.53,...,3.31,0.07,...,
Namibia,2000,6.76,3.56,...,0.31,0.16,...,
Nauru,1994,0.01,0.74,...,0.00,0.03,...,
Nepal,1994,19.92,0.95,...,9.64,0.46,...,
Netherlands,2012,14.94,0.89,-41.86,9.06,0.54,-54.68,
New Zealand,2012,29.04,6.55,8.21,10.89,2.45,32.02,
Nicaragua,2000,4.27,0.85,...,3.87,0.77,...,
Niger,2000,6.76,0.60,96.78,4.96,0.44,506.68,
Nigeria,2000,88.18,0.72,...,7.44,0.06,...,
Niue,1994,0.01,6.35,...,0.01,5.59,...,
Norway,2012,4.23,0.84,-14.76,3.20,0.64,-36.55,
Oman,1994,2.61,1.22,...,7.09,3.31,...,
Pakistan,1994,60.70,0.51,...,11.45,0.10,...,
Palau,2000,0.03,1.59,...,0.06,3.24,...,
Panama,2000,3.15,1.04,...,1.38,0.46,...,
Papua New Guinea,1994,0.09,0.02,...,3.78,0.82,...,
Paraguay,2000,11.48,2.16,-32.19,8.31,1.57,-77.55,
Peru,2010,21.86,0.74,...,13.78,0.47,...,
Philippines,2000,31.80,0.41,...,12.38,0.16,...,
Poland,2012,41.03,1.06,-17.36,29.59,0.77,-29.19,
Portugal,2012,12.25,1.17,20.03,4.48,0.43,-19.32,
Qatar,2007,3.53,2.99,...,0.45,0.38,...,
Republic of Korea,2012,29.78,0.60,-6.81,14.24,0.29,48.96,
Republic of Moldova,2009,2.68,0.66,-41.57,1.61,0.39,-51.53,
Romania,2012,22.24,1.11,-48.22,11.61,0.58,-52.59,
Russian Federation,2012,502.56,3.51,-15.31,115.95,0.81,-48.07,
Rwanda,2005,1.51,0.17,...,4.14,0.46,...,
Saint Kitts and Nevis,1994,0.06,1.40,...,0.03,0.80,...,
Saint Lucia,2000,0.16,1.05,...,0.04,0.25,...,
Saint Vincent and the Grenadines,1997,0.06,0.60,3.65,0.24,2.21,-3.77,
Samoa,1994,0.07,0.41,...,0.39,2.31,...,
San Marino,2007,0.00,0.11,...,0.00,0.06,...,
Sao Tome and Principe,2005,0.03,0.17,...,0.01,0.04,...,
Saudi Arabia,2000,27.55,1.29,66.71,11.79,0.55,12.52,
Senegal,2000,6.48,0.66,...,3.62,0.37,...,
Serbia,1998,8.91,0.92,-1.84,6.82,0.71,-22.03,
Seychelles,2000,0.06,0.71,...,0.01,0.15,...,
Singapore,2010,0.11,0.02,...,0.44,0.09,...,
Slovakia,2012,4.33,0.80,-16.57,2.94,0.54,-53.55,
Slovenia,2012,1.87,0.91,-11.85,1.11,0.54,-12.55,
South Africa,1994,43.21,1.07,0.21,20.67,0.51,-11.28,
Spain,2012,32.32,0.69,23.27,24.02,0.52,-9.81,
Sri Lanka,2000,6.80,0.36,...,1.07,0.06,...,
Sudan,2000,43.99,1.57,...,17.67,0.63,...,
Suriname,2003,0.86,1.77,...,...,...,...,
Swaziland,1994,1.35,1.43,...,0.41,0.44,...,
Sweden,2012,4.81,0.50,-31.18,6.19,0.65,-23.70,
Switzerland,2012,3.72,0.46,-19.84,3.02,0.38,-13.13,
Tajikistan,2010,3.49,0.46,-5.68,2.79,0.37,0.00,
Thailand,2000,58.61,0.93,...,12.34,5.99,...,
The former Yugoslav Republic of Macedonia,2009,1.66,0.80,-3.62,0.91,0.01,-27.62,
Timor-Leste,2010,0.55,0.52,...,0.47,0.44,...,
Togo,2000,1.11,0.23,...,2.35,0.48,...,
Tonga,2000,0.09,0.96,...,0.06,0.57,...,
Trinidad and Tobago,1990,0.69,0.56,0.00,0.33,0.27,0.00,
Tunisia,2000,5.81,0.60,...,5.76,0.59,...,
Turkey,2012,61.62,0.82,80.96,14.79,0.20,21.04,
Turkmenistan,2004,33.26,7.08,...,1.78,0.38,...,
Tuvalu,1994,0.00,0.10,...,0.00,0.00,...,
Uganda,2000,9.46,0.40,...,16.72,0.70,...,
Ukraine,2012,66.17,1.46,-59.24,31.37,0.69,-46.59,
United Arab Emirates,2005,29.93,9.81,...,6.14,2.01,...,
United Kingdom of Great Britain and Northern Ireland,2012,52.78,0.83,-51.60,35.41,0.56,-48.74,
United Republic of Tanzania,1994,21.63,0.75,4.73,14.38,0.50,-4.68,
United States of America,2012,552.01,1.75,-12.82,395.79,1.26,0.07,
Uruguay,2004,18.63,5.61,14.95,11.79,3.55,-2.16,
Uzbekistan,2005,89.43,3.45,57.73,9.97,0.38,-22.78,
Vanuatu,1994,0.24,1.43,...,0.01,0.05,...,
Venezuela (Bolivarian Republic of),1999,61.92,2.58,...,16.14,0.67,...,
Viet Nam,2010,87.32,0.99,...,32.70,0.37,...,
Yemen,2000,4.42,0.25,...,3.77,0.21,...,
Zambia,2000,6.57,0.62,...,5.33,0.50,...,
Zimbabwe,2000,7.48,0.60,...,36.20,2.90,...,
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