add week3 R codes

data/gdp.csv

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+,Gross domestic product 2012,,,,,,,,
+,,,,,,,,,
+,,,,(millions of,,,,,
+,Ranking,,Economy,US dollars),,,,,
+,,,,,,,,,
+USA,1,,United States," 16,244,600 ",,,,,
+CHN,2,,China," 8,227,103 ",,,,,
+JPN,3,,Japan," 5,959,718 ",,,,,
+DEU,4,,Germany," 3,428,131 ",,,,,
+FRA,5,,France," 2,612,878 ",,,,,
+GBR,6,,United Kingdom," 2,471,784 ",,,,,
+BRA,7,,Brazil," 2,252,664 ",,,,,
+RUS,8,,Russian Federation," 2,014,775 ",,,,,
+ITA,9,,Italy," 2,014,670 ",,,,,
+IND,10,,India," 1,841,710 ",,,,,
+CAN,11,,Canada," 1,821,424 ",,,,,
+AUS,12,,Australia," 1,532,408 ",,,,,
+ESP,13,,Spain," 1,322,965 ",,,,,
+MEX,14,,Mexico," 1,178,126 ",,,,,
+KOR,15,,"Korea, Rep."," 1,129,598 ",,,,,
+IDN,16,,Indonesia," 878,043 ",,,,,
+TUR,17,,Turkey," 789,257 ",,,,,
+NLD,18,,Netherlands," 770,555 ",,,,,
+SAU,19,,Saudi Arabia," 711,050 ",,,,,
+CHE,20,,Switzerland," 631,173 ",,,,,
+SWE,21,,Sweden," 523,806 ",,,,,
+IRN,22,,"Iran, Islamic Rep."," 514,060 ",,,,,
+NOR,23,,Norway," 499,667 ",,,,,
+POL,24,,Poland," 489,795 ",,,,,
+BEL,25,,Belgium," 483,262 ",,,,,
+ARG,26,,Argentina," 475,502 ",,,,,
+AUT,27,,Austria," 394,708 ",,,,,
+ZAF,28,,South Africa," 384,313 ",,,,,
+VEN,29,,"Venezuela, RB"," 381,286 ",,,,,
+COL,30,,Colombia," 369,606 ",,,,,
+THA,31,,Thailand," 365,966 ",,,,,
+ARE,32,,United Arab Emirates," 348,595 ",,,,,
+DNK,33,,Denmark," 314,887 ",,,,,
+MYS,34,,Malaysia," 305,033 ",,,,,
+SGP,35,,Singapore," 274,701 ",,,,,
+CHL,36,,Chile," 269,869 ",,,,,
+HKG,37,,"Hong Kong SAR, China"," 263,259 ",,,,,
+EGY,38,,"Egypt, Arab Rep."," 262,832 ",,,,,
+NGA,39,,Nigeria," 262,597 ",,,,,
+ISR,40,,Israel," 258,217 ",,,,,
+PHL,41,,Philippines," 250,182 ",,,,,
+GRC,42,,Greece," 249,099 ",,,,,
+FIN,43,,Finland," 247,546 ",,,,,
+PAK,44,,Pakistan," 225,143 ",,,,,
+PRT,45,,Portugal," 212,274 ",,,,,
+IRL,46,,Ireland," 210,771 ",,,,,
+IRQ,47,,Iraq," 210,280 ",,,,,
+DZA,48,,Algeria," 205,789 ",,,,,
+PER,49,,Peru," 203,790 ",,,,,
+KAZ,50,,Kazakhstan," 203,521 ",,,,,
+CZE,51,,Czech Republic," 196,446 ",,,,,
+ROM,52,,Romania," 192,711 ",,,,,
+UKR,53,,Ukraine," 176,309 ",,,,,
+QAT,54,,Qatar," 171,476 ",,,,,
+NZL,55,,New Zealand," 167,347 ",,,,,
+KWT,56,,Kuwait," 160,913 ",,,,,
+VNM,57,,Vietnam," 155,820 ",,,,,
+HUN,58,,Hungary," 124,600 ",,,,,
+BGD,59,,Bangladesh," 116,355 ",,,,,
+AGO,60,,Angola," 114,147 ",,,,,
+PRI,61,,Puerto Rico," 101,496 ",,,,,
+MAR,62,,Morocco," 95,982 ",a,,,,
+SVK,63,,Slovak Republic," 91,149 ",,,,,
+ECU,64,,Ecuador," 84,040 ",,,,,
+SYR,65,,Syrian Arab Republic," 73,672 ",,,,,
+OMN,66,,Oman," 69,972 ",,,,,
+CUB,67,,Cuba," 68,234 ",,,,,
+AZE,68,,Azerbaijan," 66,605 ",,,,,
+BLR,69,,Belarus," 63,267 ",,,,,
+LKA,70,,Sri Lanka," 59,423 ",,,,,
+HRV,71,,Croatia," 59,228 ",,,,,
+DOM,72,,Dominican Republic," 59,047 ",,,,,
+SDN,73,,Sudan," 58,769 ",b,,,,
+LUX,74,,Luxembourg," 55,178 ",,,,,
+UZB,75,,Uzbekistan," 51,113 ",,,,,
+BGR,76,,Bulgaria," 50,972 ",,,,,
+GTM,77,,Guatemala," 50,234 ",,,,,
+URY,78,,Uruguay," 49,920 ",,,,,
+TUN,79,,Tunisia," 45,662 ",,,,,
+SVN,80,,Slovenia," 45,279 ",,,,,
+CRI,81,,Costa Rica," 45,104 ",,,,,
+MAC,82,,"Macao SAR, China"," 43,582 ",,,,,
+LBN,83,,Lebanon," 42,945 ",,,,,
+LTU,84,,Lithuania," 42,344 ",,,,,
+ETH,85,,Ethiopia," 41,605 ",,,,,
+GHA,86,,Ghana," 40,711 ",,,,,
+KEN,87,,Kenya," 40,697 ",,,,,
+SRB,88,,Serbia," 37,489 ",,,,,
+PAN,89,,Panama," 36,253 ",,,,,
+YEM,90,,"Yemen, Rep."," 35,646 ",,,,,
+TKM,91,,Turkmenistan," 35,164 ",,,,,
+JOR,92,,Jordan," 31,015 ",,,,,
+BHR,93,,Bahrain," 29,044 ",,,,,
+LVA,94,,Latvia," 28,373 ",,,,,
+TZA,95,,Tanzania," 28,242 ",c,,,,
+BOL,96,,Bolivia," 27,035 ",,,,,
+PRY,97,,Paraguay," 25,502 ",,,,,
+CMR,98,,Cameroon," 25,322 ",,,,,
+CIV,99,,C�te d'Ivoire," 24,680 ",,,,,
+SLV,100,,El Salvador," 23,864 ",,,,,
+TTO,101,,Trinidad and Tobago," 23,320 ",,,,,
+CYP,102,,Cyprus," 22,767 ",d,,,,
+EST,103,,Estonia," 22,390 ",,,,,
+ZMB,104,,Zambia," 20,678 ",,,,,
+AFG,105,,Afghanistan," 20,497 ",,,,,
+UGA,106,,Uganda," 19,881 ",,,,,
+NPL,107,,Nepal," 18,963 ",,,,,
+HND,108,,Honduras," 18,434 ",,,,,
+GAB,109,,Gabon," 18,377 ",,,,,
+GNQ,110,,Equatorial Guinea," 17,697 ",,,,,
+BIH,111,,Bosnia and Herzegovina," 17,466 ",,,,,
+ZAR,112,,"Congo, Dem. Rep."," 17,204 ",,,,,
+BRN,113,,Brunei Darussalam," 16,954 ",,,,,
+GEO,114,,Georgia," 15,747 ",e,,,,
+PNG,115,,Papua New Guinea," 15,654 ",,,,,
+JAM,116,,Jamaica," 14,755 ",,,,,
+BWA,117,,Botswana," 14,504 ",,,,,
+MOZ,118,,Mozambique," 14,244 ",,,,,
+SEN,119,,Senegal," 14,046 ",,,,,
+KHM,120,,Cambodia," 14,038 ",,,,,
+COG,121,,"Congo, Rep."," 13,678 ",,,,,
+ISL,122,,Iceland," 13,579 ",,,,,
+NAM,123,,Namibia," 13,072 ",,,,,
+TCD,124,,Chad," 12,887 ",,,,,
+ALB,125,,Albania," 12,648 ",,,,,
+NIC,126,,Nicaragua," 10,507 ",,,,,
+MUS,127,,Mauritius," 10,486 ",,,,,
+BFA,128,,Burkina Faso," 10,441 ",,,,,
+MLI,129,,Mali," 10,308 ",,,,,
+MNG,130,,Mongolia," 10,271 ",,,,,
+SSD,131,,South Sudan," 10,220 ",,,,,
+MDG,132,,Madagascar," 9,975 ",,,,,
+ARM,133,,Armenia," 9,951 ",,,,,
+ZWE,134,,Zimbabwe," 9,802 ",,,,,
+MKD,135,,"Macedonia, FYR"," 9,613 ",,,,,
+LAO,136,,Lao PDR," 9,418 ",,,,,
+MLT,137,,Malta," 8,722 ",,,,,
+BHS,138,,"Bahamas, The"," 8,149 ",,,,,
+HTI,139,,Haiti," 7,843 ",,,,,
+BEN,140,,Benin," 7,557 ",,,,,
+MDA,141,,Moldova," 7,253 ",f,,,,
+RWA,142,,Rwanda," 7,103 ",,,,,
+TJK,143,,Tajikistan," 6,972 ",,,,,
+NER,144,,Niger," 6,773 ",,,,,
+KGZ,145,,Kyrgyz Republic," 6,475 ",,,,,
+KSV,146,,Kosovo," 6,445 ",,,,,
+MCO,147,,Monaco," 6,075 ",,,,,
+GIN,148,,Guinea," 5,632 ",,,,,
+BMU,149,,Bermuda," 5,474 ",,,,,
+SUR,150,,Suriname," 5,012 ",,,,,
+MNE,151,,Montenegro," 4,373 ",,,,,
+MWI,152,,Malawi," 4,264 ",,,,,
+BRB,153,,Barbados," 4,225 ",,,,,
+MRT,154,,Mauritania," 4,199 ",,,,,
+FJI,155,,Fiji," 3,908 ",,,,,
+TGO,156,,Togo," 3,814 ",,,,,
+SLE,157,,Sierra Leone," 3,796 ",,,,,
+SWZ,158,,Swaziland," 3,744 ",,,,,
+ERI,159,,Eritrea," 3,092 ",,,,,
+GUY,160,,Guyana," 2,851 ",,,,,
+ABW,161,,Aruba," 2,584 ",,,,,
+BDI,162,,Burundi," 2,472 ",,,,,
+LSO,163,,Lesotho," 2,448 ",,,,,
+MDV,164,,Maldives," 2,222 ",,,,,
+CAF,165,,Central African Republic," 2,184 ",,,,,
+CPV,166,,Cape Verde," 1,827 ",,,,,
+BTN,167,,Bhutan," 1,780 ",,,,,
+LBR,168,,Liberia," 1,734 ",,,,,
+BLZ,169,,Belize," 1,493 ",,,,,
+TMP,170,,Timor-Leste," 1,293 ",,,,,
+LCA,171,,St. Lucia," 1,239 ",,,,,
+ATG,172,,Antigua and Barbuda," 1,134 ",,,,,
+SYC,173,,Seychelles," 1,129 ",,,,,
+SLB,174,,Solomon Islands," 1,008 ",,,,,
+GMB,175,,"Gambia, The", 917 ,,,,,
+GNB,176,,Guinea-Bissau, 822 ,,,,,
+VUT,177,,Vanuatu, 787 ,,,,,
+GRD,178,,Grenada, 767 ,,,,,
+KNA,178,,St. Kitts and Nevis, 767 ,,,,,
+VCT,180,,St. Vincent and the Grenadines, 713 ,,,,,
+WSM,181,,Samoa, 684 ,,,,,
+COM,182,,Comoros, 596 ,,,,,
+DMA,183,,Dominica, 480 ,,,,,
+TON,184,,Tonga, 472 ,,,,,
+FSM,185,,"Micronesia, Fed. Sts.", 326 ,,,,,
+STP,186,,S�o Tom� and Principe, 263 ,,,,,
+PLW,187,,Palau, 228 ,,,,,
+MHL,188,,Marshall Islands, 182 ,,,,,
+KIR,189,,Kiribati, 175 ,,,,,
+TUV,190,,Tuvalu, 40 ,,,,,
+,,,,,,,,,
+ASM,,,American Samoa,..,,,,,
+ADO,,,Andorra,..,,,,,
+CYM,,,Cayman Islands,..,,,,,
+CHI,,,Channel Islands,..,,,,,
+CUW,,,Cura�ao,..,,,,,
+DJI,,,Djibouti,,,,,,
+FRO,,,Faeroe Islands,..,,,,,
+PYF,,,French Polynesia,..,,,,,
+GRL,,,Greenland,..,,,,,
+GUM,,,Guam,..,,,,,
+IMY,,,Isle of Man,..,,,,,
+PRK,,,"Korea, Dem. Rep.",..,,,,,
+LBY,,,Libya,..,,,,,
+LIE,,,Liechtenstein,..,,,,,
+MMR,,,Myanmar,..,,,,,
+NCL,,,New Caledonia,..,,,,,
+MNP,,,Northern Mariana Islands,..,,,,,
+SMR,,,San Marino,..,,,,,
+SXM,,,Sint Maarten (Dutch part),..,,,,,
+SOM,,,Somalia,..,,,,,
+MAF,,,St. Martin (French part),..,,,,,
+TCA,,,Turks and Caicos Islands,..,,,,,
+VIR,,,Virgin Islands (U.S.),..,,,,,
+WBG,,,West Bank and Gaza,..,,,,,
+,,,,,,,,,
+WLD,,,World,"72,440,449",,,,,
+,,,,,,,,,
+LIC,,,Low income,"504,431",,,,,
+MIC,,,Middle income,"22,249,909",,,,,
+LMC,,,  Lower middle income,"4,823,811",,,,,
+UMC,,,  Upper middle income,"17,426,690",,,,,
+LMY,,,Low & middle income,"22,769,282",,,,,
+EAP,,,  East Asia & Pacific,"10,329,684",,,,,
+ECA,,,  Europe & Central Asia,"1,887,950",,,,,
+LAC,,,  Latin America & Caribbean,"5,344,028",,,,,
+MNA,,,  Middle East & North Africa,"1,540,807",,,,,
+SAS,,,  South Asia,"2,286,093",,,,,
+SSA,,,  Sub-Saharan Africa,"1,289,813",,,,,
+HIC,,,High income,"49,717,634",,,,,
+EMU,,,  Euro area,"12,192,344",,,,,
+,,,,,,,,,
+,.. Not available.  ,,,,,,,,
+,Note: Rankings include only those economies with confirmed GDP estimates. Figures in italics are for 2011 or 2010.,,,,,,,,
+,a. Includes Former Spanish Sahara.  b. Excludes South Sudan  c. Covers mainland Tanzania only. d. Data are for the area ,,,,,,,,
+,controlled by the government of the Republic of Cyprus.   e. Excludes Abkhazia and South Ossetia.  f. Excludes Transnistria.,,,,,,,,
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