DATA SCIENCE PROJECT INSTRUCTIONS
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data_wdi.csv
| year | country | code | cab_gdp | inflat_cpi | pop | ms_growth |
| 2010 | Australia | AUS | -3.9012953 | 2.918340027 | 22031750 | 10.1307768 |
| 2010 | India | IND | -3.253484046 | 11.98938992 | 1234281163 | 17.80217706 |
| 2010 | Japan | JPN | 3.875161124 | -0.719979429 | 128070000 | 1.77536909 |
| 2010 | Malaysia | MYS | 10.05571843 | 1.622852356 | 28208028 | 7.347736051 |
| 2010 | Philippines | PHL | 3.445411927 | 3.789836348 | 93966784 | 10.89708277 |
| 2010 | Singapore | SGP | 22.93321266 | 2.823661349 | 5076732 | 8.590320534 |
| 2010 | Sri Lanka | LKA | -1.895135833 | 6.217648893 | 20261738 | 15.79355064 |
| 2010 | Thailand | THA | 3.367324141 | 3.247588424 | 67195032 | 10.9429051 |
| 2010 | United Kingdom | GBR | -3.121576434 | 2.492654725 | 62766365 | 3.990035844 |
| 2010 | United States | USA | -2.881540026 | 1.640043442 | 309327143 | -2.752339916 |
| 2011 | Australia | AUS | -3.181266533 | 3.303850156 | 22340024 | 7.967777688 |
| 2011 | India | IND | -3.429288264 | 8.858360966 | 1250287939 | 16.13758934 |
| 2011 | Japan | JPN | 2.104710269 | -0.267633601 | 127833000 | 2.901211899 |
| 2011 | Malaysia | MYS | 10.90499128 | 3.174470922 | 28650962 | 14.62793829 |
| 2011 | Philippines | PHL | 2.409188641 | 4.718417047 | 95570049 | 5.306749763 |
| 2011 | Singapore | SGP | 22.21887579 | 5.247793398 | 5183688 | 9.988129393 |
| 2011 | Sri Lanka | LKA | -7.068808999 | 6.716768436 | 20398496 | 49.98321853 |
| 2011 | Thailand | THA | 2.542168212 | 3.808790581 | 67518379 | 15.12096802 |
| 2011 | United Kingdom | GBR | -1.804488061 | 3.856112447 | 63258810 | -4.418049589 |
| 2011 | United States | USA | -2.929352576 | 3.156841569 | 311583481 | 6.683355215 |
| 2012 | Australia | AUS | -4.170542032 | 1.762780156 | 22733465 | 7.347916752 |
| 2012 | India | IND | -5.004888982 | 9.312445605 | 1265780243 | 11.04569666 |
| 2012 | Japan | JPN | 0.969126782 | -0.051939058 | 127629000 | 2.203783012 |
| 2012 | Malaysia | MYS | 5.18877827 | 1.663571025 | 29068189 | 8.846019729 |
| 2012 | Philippines | PHL | 2.653278535 | 3.026963911 | 97212639 | 6.977796232 |
| 2012 | Singapore | SGP | 17.64361274 | 4.575602704 | 5312437 | 7.225307387 |
| 2012 | Sri Lanka | LKA | -5.858383072 | 7.542913732 | 20425000 | 17.62773614 |
| 2012 | Thailand | THA | -1.232336697 | 3.014899503 | 67835969 | 10.37544782 |
| 2012 | United Kingdom | GBR | -3.49806867 | 2.573234797 | 63700215 | 0.76994028 |
| 2012 | United States | USA | -2.58141514 | 2.069337265 | 313877662 | 4.901693384 |
| 2013 | Australia | AUS | -3.037241645 | 2.449888641 | 23128129 | 6.747131992 |
| 2013 | India | IND | -2.645666243 | 11.06367478 | 1280842119 | 14.83153 |
| 2013 | Japan | JPN | 0.899555493 | 0.346440326 | 127445000 | 3.535573985 |
| 2013 | Malaysia | MYS | 3.466133636 | 2.105012312 | 29468923 | 7.397400682 |
| 2013 | Philippines | PHL | 4.009651001 | 2.582687661 | 98871558 | 29.32950255 |
| 2013 | Singapore | SGP | 15.70718759 | 2.358604154 | 5399162 | 4.315656774 |
| 2013 | Sri Lanka | LKA | -3.418528172 | 6.908450348 | 20585000 | 16.22853388 |
| 2013 | Thailand | THA | -2.101536846 | 2.184886185 | 68144519 | 7.320850315 |
| 2013 | United Kingdom | GBR | -4.903001672 | 2.291666667 | 64128273 | 2.102305807 |
| 2013 | United States | USA | -2.006887259 | 1.464832656 | 316059947 | 4.501113514 |
| 2014 | Australia | AUS | -2.957266065 | 2.487922705 | 23475686 | 7.0328977 |
| 2014 | India | IND | -1.33950833 | 6.649500151 | 1295600768 | 10.5873816 |
| 2014 | Japan | JPN | 0.749450928 | 2.761954083 | 127276000 | 2.858347386 |
| 2014 | Malaysia | MYS | 4.391645334 | 3.142990509 | 29866606 | 6.304048086 |
| 2014 | Philippines | PHL | 3.61564288 | 3.597823439 | 100513137 | 12.43750048 |
| 2014 | Singapore | SGP | 17.9509219 | 1.02514803 | 5469724 | 3.331722822 |
| 2014 | Sri Lanka | LKA | -2.50475447 | 3.179002282 | 20778000 | 14.50669809 |
| 2014 | Thailand | THA | 2.858281195 | 1.895141819 | 68438748 | 4.647849566 |
| 2014 | United Kingdom | GBR | -4.873891944 | 1.451120163 | 64602298 | -2.534401765 |
| 2014 | United States | USA | -2.098525502 | 1.622222977 | 318386329 | 5.178399554 |
| 2015 | Australia | AUS | -4.213876251 | 1.508366722 | 23815995 | 5.984082435 |
| 2015 | India | IND | -1.067549349 | 4.906973441 | 1310152392 | 10.61772456 |
| 2015 | Japan | JPN | 3.109068449 | 0.78951789 | 127141000 | 3.000245922 |
| 2015 | Malaysia | MYS | 3.008923124 | 2.104389802 | 30270965 | 3.043535132 |
| 2015 | Philippines | PHL | 2.370947775 | 0.674192537 | 102113206 | 9.195824606 |
| 2015 | Singapore | SGP | 18.69268237 | -0.522618167 | 5535002 | 1.523990844 |
| 2015 | Sri Lanka | LKA | -2.335829734 | 3.768367831 | 20970000 | 17.03489287 |
| 2015 | Thailand | THA | 6.915811739 | -0.900424963 | 68714519 | 4.435636487 |
| 2015 | United Kingdom | GBR | -5.020896925 | 0.368046842 | 65116219 | 1.97421476 |
| 2015 | United States | USA | -2.233519502 | 0.118627136 | 320738994 | 3.143039763 |
| 2016 | Australia | AUS | -3.394591403 | 1.276990945 | 24190907 | 6.666188127 |
| 2016 | India | IND | -0.527880354 | 4.948216341 | 1324517250 | 6.800954124 |
| 2016 | Japan | JPN | 4.003003875 | -0.116666667 | 126994511 | 3.907680064 |
| 2016 | Malaysia | MYS | 2.36769105 | 2.090566595 | 30684652 | 2.801133603 |
| 2016 | Philippines | PHL | -0.376262947 | 1.253698801 | 103663812 | 13.32627303 |
| 2016 | Singapore | SGP | 17.57161399 | -0.53226874 | 5607283 | 8.043917397 |
| 2016 | Sri Lanka | LKA | -2.114536106 | 3.958888466 | 21203000 | 16.18613223 |
| 2016 | Thailand | THA | 10.50835945 | 0.188149704 | 68971313 | 4.221786503 |
| 2016 | United Kingdom | GBR | -5.484830642 | 1.008417368 | 65611593 | 8.716838179 |
| 2016 | United States | USA | -2.106510566 | 1.261583206 | 323071755 | 3.849431759 |
| 2017 | Australia | AUS | -2.704785324 | 1.948647409 | 24601860 | 4.521987656 |
| 2017 | India | IND | -1.439488918 | 3.328173375 | 1338676779 | 10.43104371 |
| 2017 | Japan | JPN | 4.174530252 | 0.467211747 | 126785797 | 3.507965686 |
| 2017 | Malaysia | MYS | 2.807844141 | 3.871201158 | 31104655 | 4.644639093 |
| 2017 | Philippines | PHL | -0.652387671 | 2.853187726 | 105172921 | 11.42312495 |
| 2017 | Singapore | SGP | 17.26627521 | 0.57626031 | 5612253 | 3.198556098 |
| 2017 | Sri Lanka | LKA | -2.641213756 | 7.704137679 | 21444000 | 17.40450491 |
| 2017 | Thailand | THA | 9.63102707 | 0.665631893 | 69209817 | 5.012770999 |
| 2017 | United Kingdom | GBR | -3.772137161 | 2.557755776 | 66058859 | 8.296331613 |
| 2017 | United States | USA | -1.869013913 | 2.130110004 | 325122128 | 4.801953964 |
| 2018 | Australia | AUS | -2.078660736 | 1.911400944 | 24982688 | 2.373822341 |
| 2018 | India | IND | -2.428608822 | 3.945068664 | 1352642283 | 10.51961998 |
| 2018 | Japan | JPN | 3.577708453 | 0.97990367 | 126529100 | 2.286517685 |
| 2018 | Malaysia | MYS | 2.237542243 | 0.884709161 | 31528033 | 7.68802392 |
| 2018 | Philippines | PHL | -2.559391605 | 5.211604606 | 106651394 | 8.999145745 |
| 2018 | Singapore | SGP | 15.40885493 | 0.438620118 | 5638676 | 3.90187887 |
| 2018 | Sri Lanka | LKA | -3.182395806 | 2.135037737 | 21670000 | 11.41044894 |
| 2018 | Thailand | THA | 5.610325153 | 1.063897542 | 69428454 | 4.667547639 |
| 2018 | United Kingdom | GBR | -3.667755082 | 2.292839903 | 66460344 | 5.299826049 |
| 2018 | United States | USA | -2.181753513 | 2.442583297 | 326838199 | 4.030420024 |
| 2019 | Australia | AUS | 0.575224839 | 1.610767873 | 25365745 | 14.05953319 |
| 2019 | India | IND | -1.036851495 | 3.723276483 | 1366417756 | 10.51024843 |
| 2019 | Japan | JPN | 3.490931282 | 0.476973684 | 126264931 | 2.119655646 |
| 2019 | Malaysia | MYS | 3.371751531 | 0.662891866 | 31949789 | 2.674720321 |
| 2019 | Philippines | PHL | -0.808558128 | 2.480278587 | 108116622 | 9.843921639 |
| 2019 | Singapore | SGP | 14.26299854 | 0.565260569 | 5703569 | 4.951350605 |
| 2019 | Sri Lanka | LKA | -2.153078757 | 3.528393582 | 21803000 | 8.323544318 |
| 2019 | Thailand | THA | 7.019674757 | 0.706728601 | 69625581 | 3.636896985 |
| 2019 | United Kingdom | GBR | -3.092560493 | 1.738104601 | 66836327 | -1.364158119 |
| 2019 | United States | USA | -2.240577453 | 1.812210075 | 328329953 | 8.39189902 |
