1- Write your own implementation of kmeans algorithm 2- Generate blobs dataset using the file create_dataset_sklean for testing your code 3- Show the updated cluster assignment in every iteration (reuse the animation codes from the given code of kmean in the lab) 4- Compare the result of your own implementation of kmeans algorithm with the given kmean implementation, then compare your implementation and the given implementation to the kmean in sklean (set the nini=1) 1 Country, Longitude, Latitude, Continent 2. Aruba, 69.58267711,12.52088038, North America 3 Afghanistan,66.00473366,33.83523073,Asia 4 Angola,17.53736768,-12.29336054,Africa 5 Anguilla,-63,06498927,18,2239595, North America 6 Albania,20.04983396,41.14244989,Europe 7 Aland, 19.95323763,60.21483688, Europe 8 Andorra,1.56054378,42.54229102, Europe 9 United Arab Emirates, 54.3001671,23.90528188, Asia 10 Argentina,-65.17980692,-35.3813485, South America 11 Armenia,44.92993276,40.28952569,Asia 12 American Samoa, - 170.7180258, - 14.30445997, Oceania 13 Antarctica, 19.92108951,-80.50857913,Antarctica 14 Ashmore and Cartier Is, 123.5838379,-12,42993164, Oceania 15 Fr. S. Antarctic Lands, 69.22666758,49.24895485,Seven seas [open ocean) 16 Antigua and Barb.,-61.79469343,17.2774996, North America 17 Australia,134.4910001,-25.73288704,Oceania 18 Austria,14.1264761,47.58549439, Europe 19 Azerbaljan,47.54599879,40.28827235,Asia 20 Burundi,29.87512156,-3.35939666,Africa 21 Belgium, 4,64065114,50,63981576,Europe 22 Denin, 2.32785254,9.6417597,Africa 23 Burkina Faso, - 1. JS456601, 12,26953846, Africa 24 Bangladesh,90.23812743,23.86731158,Asia 25 Bulgarle,25.21552909,42.76390318,Europe Bahrain,50.54196932,26.04205135, Asia Canada, 98.30777028,61.36206324, North America 28 Dahamas, -76.62843038,24.29036702, North America Bosnia and Her2., 17.76876733,44.17450125, Europe 30 St-BarthAfAGIemy,-62.84067779,17.89880451, North America Belarus, 28.03209307,53.53131377, Europe Delize,-38.71010436,17.20027509, North America Bermuda,-64.T545589,32.31367802, North America Bolivia, 64.68538645,16.70814787, South America Brazil,-53.09783113,-10.78777702, South America Barbados,-59.559797,13.18145428, North America Brunei,114.7220304,4.51968958, Asia han,90.40188155,27.41106589,Asla Botswana,23.79853368,-22.18403213,Africa Central African Rep.,20.46826831,6.56823297,Africa Switzerland, 8.20867471,46.79785878, Europe Chile,-71,38256213,-37.73070989,5outh America China,103.8190735,36.56176546,Asia Cf te d'tvolre,-5.5692157,7.6284262,Africa Cameroon, 12.73964156,5.69109849, Africa Dem. Rep. Congo, 23.64396107,-2.87746289,Africa Congo,15.21965762,-0.83737463,Africa Cook 15.,-159.7872422,-21.21927288, Oceania Colombia, -73.08114582,3.91383431, South America Comoros, 43. 68253968,11.87783444, Africa Cape Verde,-23.9598882,15.95523324,Africa Costa Rica, 84.19208768,9.97634464, North America Cuba, 79.01605384,21.62289528, North America Curaff5a0,-68.97119369,12.19551675, North America 55 Cayman Is.r-80.91213321,19.42896497, North America N. Cyprus,33.5684813, 35.26277436,Asia Cyprus, 33.0060022,34.91667211, Asia Crech Rep., 15.31240163,49.73341233, Europe 59 Germany in 7857805151 1n698181 Furnne 59 Germany, 10.38578051,51.10698131, Europe 60 Djibouti,42.5606754,11.74871806,Africa 61 Dominica, 61.357726,15.4394702, North America 62 Denmark, 10.02300992,55.98125296,Europe 63 Dominican Rep.j- 70.50568896,18.89433082, North America 64 Alperia,2.61732301,28.15893849, Africal 65 Ecuador, 78.75201922,1.42381612,5 outh America 66 Egypt, 29.86190099, 26.49593311, Africa 67 Eritrea,38.84617011,15.36186618, Africa 68 Spain, 3.64755047,40.24448698, Europe 69 Estonia, 25.54248537,58.6 192972, Europe 70 Ethiopia,39.60080098,8.62278679,Africa 71 Finland,26.2746656,64.49884603,Europe 12 Fiji,165,4519543,-17,42858032,0ceania 73 Falkland Is. 59.35238956,51.74483954, South America 74 France,-2.76172945,42.17344011, Europe 75 Faeroe 15,6,88095423,62,05385403, Europe 76 Micronesia,153.2394379,7.45246814,0ceania 77 Gabon, 11.78E62B7, - 0.58660025, Africa 78 United Kingdom,-2,86563164,54.12387156,Europe 79 Georeia,43.50790252,42.16855755,Asia 00 Guernsey,-2.57239064,49.46309761,Europe 81 Ghana,-1.216 r6566,7.55345644,Africa 82 Guinea,-10.94066612, 10.43621593,Africa 83 Gambia, - 15.39601295,13.44965244, Africa 84 Guinea-Bissau, 14.94972445,12.04744948, Africa 85 Eq. Guinea, 10.34137924,1.70555135, Africa a6. Greece, 22.95555794,39.07469623, Europe 87 Grenada, 61.68220189,12.11725044, North America 97 Grenada,-61.68.220189,12.11725044, North America 88. Greenland,-41,34191127, 74.71051289, North America 89 Guatemala, 90.36482009,15.69403664, North America 90 Guam,144.7679102,13.44165626,Oceania 91 Guyana,-58.98202459,4.79378034,5outh America 92 Hong Kong, 114.1138045,22.39827737,Asia 93 Heard L. and McDonald 15.,73.5205171,-53.08724656, Seven seas (open ocean) 94 Hondura5,-86.6151661,14.82688165,North America 95 Croatia, 16.40412899,45,08047631, Furope 96 Hait1,-72.63527509,18.93502563, North America 97 Hungary, 19.39559116,47.16277506,Europe 98 Indonesia, 117.2401137,-2.21505456, Asia 99 Isle of Man,-4.53873952,54.22418911, Europe 100 india, 19,6119761,22,88578212, Asia 101 Indian Ocean Ter, 104.851898, - 10.6478515,Asia 102 Br. Indian Ocean Ter. 72.44541229,7.33059751,5 even seas (open ocean) 103 Ireland, - B.13793569,53.1754487, Europe 104 Iran, 54.27407004, 32.57503292, Asia 105 Iraq,43.74353149,33.03970582, Asia 106 iceland,-18.57396167,64.99575386,Europe 107 Israel, 35,00444693,31.46110101,Asia 100 italy, 12.07001339,42.79662641, Europe 109 Jamaica, 77.31482593,18.15694878, North America 110 jersey,-2.12689938,49.21837377, Europe 111 Jordan, 36.77136104,31.24579091, Asia 112 Japan, 138.0308956,37.S9230135, Asia 113 Siachen Glacier, 77.18011865,35.39236325,Asia 114 Kazakhstan,67.29149357,43.15663067,Asia 113 Kenya,37.79593973,0.59988022, Africa 4 countries_continents (1) 115 Kenya,37.79593973,0.59968022, Africa 116 Kyrgyzstan,74.S4165513,41,46221943,Asia 117 Cambodia, 104.9069433,12.72004786, Asia 110 Kiribatt,-45.61110513,0.86001503,Oceania 119 St. Kitts and Nevis, 62,68755265,17.2645995, North America 120 Korea, 127,8391609, 36.38523983, Asia 121 Kosovo,20.87249811,42.57073707,Europe 122 Kuwait,47.58700459, 29.33431262,Asia 123 Lao PDR,103.7377241,18.50217433,Asia 124 Lebanon, 35.86016072,33.92306631, Asia 125 Uberia, 9.32207573,6.45278492,Africa 126 Lbya,18,00366169,27.03094495, Africa 127 Saint Lucla, 60.96969923,13.89479431, North America 128 Uiechtenstein, 9.53574312,47.13665835, Europe 129 Sri Lanka, 80.70108238,7.61266509, Asia 130 Lesotho, 28.22723131,-29.58003103, Africa 137 Uithuania, 23.88719355,55.32610984,Europe 132 Luxembourg,6.07182201,49.76725361, Furope 133 Latvia, 24.91235983,56.85085163,Europe 134 Maca0, 113.5093212, 22.22311688, A.sia 135 St-Martin, -63.05972851,18.08888611, North America 136 Morocco,-8.45615795,29.83762955,Africa 137 Monaco, 7.40627677,43.75274627, Europe 138 Moldova, 28.45673372,47.19498804, Europe 139 Madagascar,46.70473674, - 19.37189587, Africa 140 Maldives, 73.45713004,3.7287092, Seven seas (open ocean) 141 Mexico, 102.5234517,23.94753724,North America 142 Marshall Is., 170.3397612,7.00376359, Oceanla 143 Macedonia,21,68211346,41.59530893,Europe 173 Philippines, 122.8839325, 11.77536778, Asia 174 Palau,134.4080797,7.28742784,Oceania 175 Papua Newv Guinea, 145.2074475,-6.46416646,Oceania 176 Poland, 19.39012835,52.12759564, Europe 177 Puerto Rico,-66.47307604, 18.22813055, North America 178 Dem. Rep. Korea, 127.1924797,40.15350311, Asia 179 Portugal,-B.50104361,39.59550671, Europe 180 Paraguay,-58.40013703, -23.22823913,5outh America 181 Palestine, 35.19628705,31.91613893,Asia 192 Fr. Polynesia,-144.9049439,-14.72227409,0ceanla 183 Qatar,51.18479632, 25.30601188,Asia 184 Romania, 24.97293039,45.85243127, Europe 195 Russia, 96.63656112,61.99052209,Europe 186 Rwanda, 29.91988515,-1.99033832, Africa 197 W. Sahara,-12.21982755,24.22956739,Africa 109 Saudi Arabia,44.53686271,24.12245841,Asla 189 Sudan,29.94046812,15.95035669,Africa S. Sudan, 30.24790002,7.30877945, Africa Senegal,-14.4734924,14.36624173, Africa Singapore, 103.8172559,1.35876087, Asia S. Geo, and S. Sandw. Is.,-36.43318388,-54.46438248, Seven seas (open ocean) Saint Helena, 9.54779416,12.40355951, Seven seas (open ocean) Solomon 15, 159.6328767,-8.92178022, Oceania Sierra Leone, - 11. 79271247,8.56329593, Africa El Salvador,-88.87164469,13.73943744, North America San Marino, 12.45922334,43.94186747, Europe Somaliland,46.25198395,9.73345496, Africa Somalla, 45.70714437,4.75062876,Africa St. Pierre and Miquelon,-56.30319719,46.91918789, North America 202 Serbla, 20.73958334,44.2215032, Europe Suriname, 55,9123457,4.13055413, South America Slovakia, 19.47905213,48. 70547528, Europe Slovenia, 14.80444238,46.11554772, Europe Sweden,16.74558049,62,77966519, Furope Swaziland, 31.4819369,-26.55843045,Africa Sint Maarten, 63.05713363,18.05081728, North America Seychelles, 55.47603279,4.66099094, Seven seas (open ocean) Syria, 33.50768204, 35.02547389, Asla 212 Turks and Caicos 15, 71.97387881,21.83047572, North America 213 Chad,18.64492513,15.33333758, Africal 214 Togo,0.96232845, 3.52531356, Africa Thailand, 101.0028813, 15.11815794, Asia Tajikistan, 71.01362631,38.5304539, Asia Turkmenistan,59.37100021, 39.11554137,Asla Timor-Leste, 125.8443898,-8.82889162, Asia Tonfa, -174.8098734, -20.42843174, Oceania Trinidad and Tobago,-61.26567923,10.45733408,North America Tunisia, 9.55288359,34.11956246,Africa Turkev, 35.16895346,39.0616029,Asia Talwan, 120.9542728,23.7539923, Asla Tanzania,34.81309981,-6.27565408,Africa Uganda, 32.36907971,1.27469299,Africa Ukraine, 31.33326469,43.99656673,Europe Uruguay,-56.01807053,-32.79951534,50uth America United States, 112.4616737,45,6795472, North America Uzbekistan,63.14001528,41.75554225, Asla 231 St. VIn. and Gren.,-61.20129695, 13.22472269, North America 232 Venezuela,-66.18184123,7.12422421,50uth America 233 British Virein Is., 64.47146992,18.52585755, North America. 234 U.5. Virgin 15., 64.80301538,17.95500624,North America 235 Vietnam, 106.299147,16.6460167, Asia 236 Vanuatu, 167,6864464,16.22640909, Oceania 237 Wallis and Futuna Is., 177.3483483,13.88737039, Oceania 238 Samoa,-172.1648506,-13.75324346, Cceania 239 Yemeri,47.58676189,15.90928005, Asia 240 South Africa, 25.03390093, -29.00034095, Africa 241 Zambia, 27.77475946,-13.45824152, Africa 342 Zimbabwe. 29,8514412,19.004204192 Africa
