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Answer the following questions about using the fragility.csv data to calculate a simple linear regression line to predict a country's fragility index score from its
Answer the following questions about using the "fragility.csv" data to calculate a simple linear regression line to predict a country's fragility index score from its globalization score.
c. What is the linear regression formula?
d. Create a residual plot and paste it here. Does the residual plot indicate the line is a good fit? Why or why not?
e. Interpret the slope of the line in context.
f. Interpret the y-intercept of the line in context.
country | fragility | globalization | terror |
Afghanistan | 21 | 37.722542 | Extensive terror |
Albania | 1 | 67.002243 | Limited terror |
Algeria | 11 | 56.2393 | Limited terror |
Angola | 16 | 41.175251 | Limited terror |
Azerbaijan | 10 | 64.457443 | Limited terror |
Argentina | 3 | 69.969521 | Limited terror |
Australia | 2 | 81.647041 | No terror |
Austria | 0 | 88.692551 | No terror |
Bahrain | 9 | 68.949623 | Limited terror |
Bangladesh | 11 | 50.437614 | Extensive terror |
Armenia | 6 | 68.222733 | Limited terror |
Belgium | 2 | 90.047783 | No terror |
Bhutan | 7 | 41.110794 | No terror |
Bolivia | 10 | 59.129971 | Limited terror |
Bosnia and Herzegovina | 4 | 68.876541 | Limited terror |
Botswana | 3 | 55.824875 | Limited terror |
Brazil | 6 | 64.334091 | Limited terror |
Solomon Islands | 8 | 42.954418 | No terror |
Bulgaria | 2 | 80.677101 | Limited terror |
Myanmar | 18 | 43.354053 | Extensive terror |
Burundi | 20 | 39.877224 | Extensive terror |
Belarus | 5 | 67.438957 | Limited terror |
Cambodia | 10 | 58.847679 | Limited terror |
Cameroon | 16 | 50.041077 | Limited terror |
Canada | 0 | 84.121559 | No terror |
Cape Verde | 5 | 55.858337 | Limited terror |
Central African Republic | 23 | 37.684834 | Extensive terror |
Sri Lanka | 12 | 59.281429 | Limited terror |
Chad | 18 | 40.895451 | Limited terror |
Chile | 3 | 76.551208 | Limited terror |
China | 7 | 64.267601 | Extensive terror |
Colombia | 11 | 63.524242 | Limited terror |
Comoros | 11 | 38.708969 | No terror |
Congo | 13 | 54.311729 | Extensive terror |
Congo, Democratic Republic | 24 | 44.582935 | Extensive terror |
Costa Rica | 1 | 71.205902 | No terror |
Croatia | 2 | 80.082916 | No terror |
Cuba | 5 | 61.979408 | Limited terror |
Cyprus (1975-) | 3 | 82.845016 | Limited terror |
Czech Republic | 1 | 85.174248 | No terror |
Benin | 10 | 50.585716 | Limited terror |
Denmark | 0 | 88.219589 | No terror |
Dominican Republic | 3 | 65.340736 | Limited terror |
Ecuador | 7 | 60.028595 | Limited terror |
El Salvador | 4 | 64.993561 | Limited terror |
Equatorial Guinea | 11 | 45.711544 | Limited terror |
Ethiopia (1993-) | 19 | 44.096558 | Extensive terror |
Eritrea | 14 | 31.000126 | Extensive terror |
Estonia | 0 | 82.879669 | No terror |
Fiji | 5 | 57.001274 | Limited terror |
Finland | 0 | 87.711792 | No terror |
France (1963-) | 1 | 87.338242 | No terror |
Djibouti | 12 | 57.510548 | Limited terror |
Gabon | 8 | 53.650047 | Limited terror |
Georgia | 4 | 74.182899 | Limited terror |
Gambia | 15 | 53.020332 | Limited terror |
Germany | 0 | 88.907822 | No terror |
Ghana | 11 | 61.075893 | Limited terror |
Greece | 3 | 82.059174 | Limited terror |
Guatemala | 8 | 61.803127 | Limited terror |
Guinea | 17 | 47.949959 | Limited terror |
Guyana | 8 | 53.715729 | Limited terror |
Haiti | 11 | 44.352886 | Limited terror |
Honduras | 7 | 60.565418 | Limited terror |
Hungary | 0 | 84.244583 | Limited terror |
India | 10 | 61.96405 | Extensive terror |
Indonesia | 8 | 62.815899 | Limited terror |
Iran | 9 | 53.679913 | Extensive terror |
Iraq | 18 | 45.967575 | Extensive terror |
Ireland | 0 | 85.768944 | No terror |
Israel | 7 | 76.591103 | Limited terror |
Italy | 1 | 82.907883 | No terror |
Cote d'Ivoire | 17 | 53.44244 | Limited terror |
Jamaica | 3 | 64.447853 | Limited terror |
Japan | 1 | 78.493172 | No terror |
Kazakhstan | 9 | 63.777115 | Limited terror |
Jordan | 7 | 73.28875 | Limited terror |
Kenya | 10 | 56.067776 | Extensive terror |
Korea, South | 0 | 78.204773 | Limited terror |
Kuwait | 4 | 71.254166 | Limited terror |
Kyrgyzstan | 12 | 62.937447 | Limited terror |
Laos | 12 | 45.116005 | Limited terror |
Lebanon | 5 | 67.814758 | Limited terror |
Lesotho | 10 | 48.882084 | Limited terror |
Latvia | 0 | 79.423843 | No terror |
Liberia | 13 | 47.632294 | Limited terror |
Libya | 14 | 56.235535 | Extensive terror |
Lithuania | 1 | 80.891869 | No terror |
Luxembourg | 0 | 83.241539 | No terror |
Madagascar | 12 | 48.190945 | Limited terror |
Malawi | 13 | 48.674713 | Limited terror |
Malaysia (1966-) | 5 | 81.491653 | Limited terror |
Mali | 15 | 48.719963 | Extensive terror |
Mauritania | 16 | 50.65979 | Limited terror |
Mauritius | 0 | 72.266853 | Limited terror |
Mexico | 5 | 71.485443 | Extensive terror |
Mongolia | 7 | 64.471252 | Limited terror |
Moldova | 8 | 68.413353 | Limited terror |
Montenegro | 3 | 71.22818 | Limited terror |
Morocco | 7 | 70.074211 | Limited terror |
Mozambique | 11 | 54.167023 | Limited terror |
Oman | 4 | 63.188442 | Limited terror |
Namibia | 5 | 58.014294 | No terror |
Nepal | 12 | 47.653946 | Limited terror |
Netherlands | 0 | 90.648735 | No terror |
New Zealand | 2 | 77.070053 | No terror |
Nicaragua | 7 | 60.671112 | Limited terror |
Niger | 18 | 46.009964 | Limited terror |
Nigeria | 18 | 55.577599 | Extensive terror |
Norway | 2 | 85.724205 | No terror |
Pakistan (1971-) | 16 | 53.985905 | Extensive terror |
Panama | 3 | 70.794121 | No terror |
Papua New Guinea | 10 | 51.455074 | Limited terror |
Paraguay | 8 | 62.187351 | Limited terror |
Peru | 5 | 68.917488 | Limited terror |
Philippines | 12 | 66.671753 | Extensive terror |
Poland | 0 | 80.072395 | No terror |
Portugal | 0 | 84.745087 | No terror |
Guinea-Bissau | 16 | 41.427528 | No terror |
Timor-Leste | 7 | 47.617401 | Limited terror |
Qatar | 3 | 75.262207 | No terror |
Romania | 3 | 79.848808 | Limited terror |
Russia | 9 | 72.108131 | Extensive terror |
Rwanda | 16 | 51.839165 | Extensive terror |
Saudi Arabia | 8 | 66.910637 | Limited terror |
Senegal | 10 | 61.499184 | Limited terror |
Serbia | 3 | 78.819214 | Limited terror |
Sierra Leone | 13 | 45.711231 | Limited terror |
Singapore | 3 | 83.348351 | No terror |
Slovakia | 1 | 83.121315 | No terror |
Vietnam | 7 | 65.229263 | Limited terror |
Slovenia | 0 | 80.783752 | No terror |
Somalia | 20 | 30.001377 | Extensive terror |
South Africa | 8 | 70.61837 | Extensive terror |
Zimbabwe | 17 | 51.542896 | Limited terror |
Spain | 1 | 85.660744 | Limited terror |
Sudan (2012-) | 22 | 44.402405 | Extensive terror |
Suriname | 5 | 53.962303 | Limited terror |
Eswatini (former Swaziland) | 7 | 47.911118 | Limited terror |
Sweden | 0 | 89.248482 | No terror |
Switzerland | 1 | 90.834038 | No terror |
Syria | 15 | 50.507679 | Extensive terror |
Tajikistan | 11 | 46.723282 | Limited terror |
Thailand | 7 | 72.379333 | Extensive terror |
Togo | 12 | 52.724247 | Limited terror |
Trinidad and Tobago | 3 | 64.357506 | Limited terror |
United Arab Emirates | 5 | 75.145531 | Limited terror |
Tunisia | 3 | 68.133507 | Limited terror |
Turkey | 9 | 71.498642 | Extensive terror |
Turkmenistan | 7 | 40.796318 | Limited terror |
Uganda | 14 | 53.631275 | Limited terror |
Ukraine | 9 | 75.112526 | Extensive terror |
North Macedonia | 2 | 69.751366 | Limited terror |
Egypt | 10 | 67.829689 | Extensive terror |
United Kingdom | 0 | 89.568787 | No terror |
Tanzania | 10 | 49.854206 | Limited terror |
United States | 4 | 82.322998 | No terror |
Burkina Faso | 15 | 52.277336 | Limited terror |
Uruguay | 2 | 72.796059 | No terror |
Uzbekistan | 10 | 48.725254 | Limited terror |
Venezuela | 12 | 51.51506 | Extensive terror |
Yemen | 21 | 48.410263 | Extensive terror |
Zambia | 12 | 58.0443 | Limited terror |
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