Read data files, the data.csv data containing the annual potato production in cities in Turkey between 2004 and 2019. The TUIK_nufus_2019.csv data containing the population of Turkey between 2007 and 2019 Write R program that will read data produce a plot to show the changes on total annual potato production in Turkey between 2004 and 2019. perform a linear regression with total annual potato production. report the information about the fit such as residuals, coefficients etc. predict the total annual potato production for years 2021, 2022 and 2023. use regression analysis to identify the relationship between annual potato production in Turkey and the population between 2007 and 2019.

data.csv =

year,Adana-1,Adiyaman-2,Afyonkarahisar-3,Aksaray-68,Amasya-5,Ankara-6,Antalya-7,Ardahan-75,Artvin-8,Aydin-9,Agri-4,Balikesir-10,Bartin-74,Bayburt-69,Bilecik-11,Bingol-12,Bitlis-13,Bolu-14,Burdur-15,Bursa-16,Denizli-20,Diyarbakir-21,Duzce-81,Edirne-22,Elazig-23,Erzincan-24,Erzurum-25,Eskisehir-26,Gaziantep-27,Giresun-28,Gumushane-29,Hakkari-30,Hatay-31,isparta-32,igdir-76,Kahramanmaras-46,Karabuk-78,Karaman-70,Kars-36,Kastamonu-37,Kayseri-38,Kocaeli-41,Konya-42,Kutahya-43,Kirklareli-39,Kirikkale-71,Kirsehir-40,Malatya-44,Manisa-45,Mardin-47,Mersin-33,Mugla-48,Mus-49,Nevsehir-50,Nigde-51,Ordu-52,Osmaniye-80,Rize-53,Sakarya-54,Samsun-55,Sinop-57,Sivas-58,Tekirdag-59,Tokat-60,Trabzon-61,Tunceli-62,Usak-64,Van-65,Yozgat-66,Zonguldak-67,Canakkale-17,Cankiri-18,Corum-19,istanbul-34,?zmir-35,Sanl?urfa-63

2004,77753,195,332439,130087,46231,21069,49223,5287,20003,9460,10410,30803,7950,11676,1706,3836,39090,283283,10263,67284,750,200,9217,3653,1955,10830,102425,17980,,17827,55837,3182,14657,13163,3804,15284,5970,43086,38295,38597,84096,2448,134416,38787,14375,415,21976,4068,19731,901,5111,53718,220,977999,929256,99318,1121,1925,22957,55572,17051,51769,4548,49931,142335,44,717,45498,34387,4630,875,39139,29524,551,325831,

2005,80015,,364140,117388,41915,4080,45240,5640,32172,9496,11105,27490,8630,13524,1895,4150,41358,279350,6520,62330,351,350,2800,3150,1969,5062,94175,16872,,15246,53430,2870,11625,17438,1600,14090,4163,78237,38250,38243,154916,2325,145575,36024,10440,120,111250,2202,18285,855,7050,56549,195,385410,712865,56638,1500,2569,21209,55423,14960,42529,5070,50460,140525,228,790,43999,33550,3755,1820,38830,29040,350,316335,

2006,83385,150,400298,120288,18835,3730,39825,5280,29170,7163,5580,21480,7945,15255,1405,2256,45418,284837,8985,65890,980,150,3540,2025,1710,3130,99553,38535,3195,15521,55615,24288,22230,15080,1800,11720,3863,86358,38250,38196,161822,1233,151263,34192,10475,110,118250,1973,25720,,7863,56917,188,563800,751360,41933,1500,1361,17680,50406,5435,66661,6980,57075,142411,139,1029,44155,30322,1037,1020,34502,29325,275,312929,1925

2007,140410,335,369268,145660,18482,850,48510,676,22467,3752,983,25567,6780,16020,1091,11664,63095,285976,10550,43510,756,,3723,1638,1606,2030,76687,45439,600,17315,46935,2075,19780,21227,1000,15890,2855,81661,44999,44276,208689,1323,153516,21490,10131,85,42890,1611,17075,100,7775,28862,601,466750,793401,51516,2020,237,22412,51405,4325,118466,4983,49956,125154,58,1380,37511,15730,362,922,27421,23996,150,287360,1925

2008,146610,727,359223,152040,20085,785,55190,906,22280,4784,1059,12425,4825,16158,1085,11621,63428,278776,11635,43337,827,,3716,1638,2096,2675,61205,48385,1950,17494,45048,1683,28338,16705,1125,18630,2450,81192,47453,58762,186000,1264,222075,22373,8122,76,46850,1581,11391,95,8310,19925,644,444850,722482,43750,2000,223,27500,52288,4413,113270,4163,51490,124065,59,4784,36463,46435,325,816,25758,26066,240,288025,

2009,136295,35,342459,194208,9351,1263,34115,1103,10487,6139,2230,11797,5895,12255,947,6119,65778,310542,8752,39876,965,,3329,1396,1550,2425,55596,40584,1275,17719,43077,1557,24220,14611,1500,17990,2838,80089,83800,49916,181298,1386,315825,22871,8635,48,65470,1586,9882,120,8327,16162,1350,430650,716849,30081,1800,114,6305,49937,3709,180152,4100,67471,129286,55,5884,8301,39550,369,290,11880,25863,150,407247,625

2010,154330,1073,409098,246184,11783,3063,33388,328,12662,7324,2991,9257,5205,21825,841,6095,76329,353319,10188,38464,965,,1284,1308,1411,2556,65527,57033,2191,14376,41205,901,40540,13596,2100,12420,2679,11388,18686,22641,172783,1216,321482,28448,9653,,68264,1643,12752,,9097,17178,1380,404119,728564,28191,150,69,4914,46980,536,149548,8170,73075,129290,50,6563,4381,39138,340,66,11850,24703,150,489406,2750

2011,220256,1264,422771,206134,16214,3636,35355,571,10977,4490,2250,10234,5286,22038,819,5715,134435,334723,9580,38459,575,,932,1085,1009,7222,85640,76488,2275,13187,41893,940,40405,12639,1800,13470,2655,12453,5275,16696,222038,931,370388,31652,6891,,90990,1051,12197,,8497,13310,2588,321302,731270,21451,165,52,5982,44447,541,160128,10250,79916,108009,,8786,4293,20888,248,52,6659,28225,150,476603,1275

2012,200417,1944,433460,209306,12235,2971,37010,561,10907,6087,1680,10984,5211,17983,845,3946,79964,273604,8202,42329,799,,853,958,1058,6179,65942,91136,2374,14786,40458,887,32180,12661,2202,13867,2430,24822,6405,18024,281896,592,460154,30120,5446,,72448,1024,12433,,6864,16085,2260,323200,801468,26787,826,62,6086,44085,,162922,6521,77264,109630,,7328,5373,28176,262,39,6440,29373,120,570671,1500

2013,179775,2626,306377,173756,11018,2340,44509,324,13736,4805,1836,7946,4268,20467,696,982,165407,247093,8137,38530,601,,951,717,1433,3814,84792,81238,4313,14560,42066,633,44362,10504,1474,15050,1282,33400,6430,18493,299346,452,420755,22091,3745,80,12123,924,12783,,7466,18270,1922,177620,512644,28263,904,35,7797,39701,,133598,423,68387,51870,,9685,8155,28120,270,6,6259,30668,120,441279,1498

2014,206120,3050,301579,239728,9097,3537,43767,477,18099,4635,1934,7367,4126,11553,491,1132,132504,280735,8410,36467,557,,976,757,1307,3744,83490,49065,3150,14163,28337,441,51802,10620,1895,14489,1099,28182,1918,19660,285770,409,509188,21713,2732,,6688,928,11873,,7402,25213,1854,218952,618853,26929,,97,7588,29391,,171663,460,69815,47012,,8462,4006,27752,282,,6354,31189,120,391347,1498

2015,219221,2854,434929,242302,18405,5803,26181,618,15098,6238,1416,6475,3170,23457,427,1192,212490,249603,6605,35005,1322,,975,1076,1326,3450,78516,45228,4485,13801,46387,491,70231,10258,1386,14356,1048,28857,152010,19558,287835,255,493748,11889,2317,,4503,2879,11881,,7123,27074,1892,301039,674773,25753,,94,5487,24918,,263167,801,70764,38689,,11501,6602,25476,195,,5782,37734,116,407745,1718

2016,221397,1953,476900,210959,18105,8012,14887,2747,16941,6715,765,5431,2986,28564,373,756,163992,226919,6453,30936,657,,844,751,1180,4135,72173,49492,3350,11820,43862,430,109961,8861,1350,18595,265,28027,1629,21569,305470,226,549802,28664,2021,3,3136,9838,10964,,6572,29961,1485,255773,892297,23180,,52,4729,17488,,202524,899,67902,46487,,12165,6652,29613,263,,4806,41821,115,367706,2644

2017,241196,1845,473016,207810,25640,18595,11964,5127,16656,13446,1099,5579,2833,5772,281,635,154696,164778,5460,32034,643,,880,670,1366,3053,75708,86542,3293,11468,43583,488,148858,7684,812,24874,241,31067,941,20660,351270,214,567076,29810,1729,4,5312,7652,11819,,10580,36598,1282,249626,835200,25700,,53,3599,18043,,182149,683,72542,44395,,13291,7317,27600,281,,4075,41675,123,396130,2879

2018,219076,1804,455352,202371,26892,11755,14201,278,16811,10008,813,3112,2847,12268,268,652,150043,150327,5322,33165,116,,421,656,1088,3941,85729,59845,3877,10318,41686,410,71145,7575,635,38193,156,32187,1282,17354,385913,191,611957,25871,1360,4,3071,4359,7280,19990,10882,33277,1236,269620,732188,24110,,49,3340,15734,,169737,676,61385,50893,,11728,5929,26904,288,,4092,40784,122,330143,2908

2019,251408,2185,532410,239650,36679,19155,19743,312,17056,11186,572,2300,3017,17583,178,556,190511,133681,4491,34989,116,,374,617,1196,4479,88725,79119,6000,11781,38302,147,69230,7851,827,43235,207,54082,1833,20057,451798,187,599699,25676,1532,4,8627,4440,8893,16425,12212,27889,4349,321301,716180,22099,,56,3097,14280,,180756,720,53855,50317,,11372,5706,28717,308,,5012,55555,141,390481,12300

TUIK_nufus_2019.csv =

year,Man in Village,Man in City,Woman in Village,Woman in City,Total

2007,10447548,24928985,10390849,24818874,70586256

2008,8954348,26946806,8951029,26664917,71517100

2009,8872983,27589487,8881110,27217732,72561312

2010,8734326,28308856,8766306,27913500,73722988

2011,8679379,28853575,8659184,28532131,74724269

2012,8607938,29348230,8571015,29100201,75627384

2013,3337565,35135795,3295886,34898618,76667864

2014,3228312,35755990,3181410,35530192,77695904

2015,3134796,36376395,3083123,36146739,78741053

2016,3107640,36936010,3035483,36735738,79814871

2017,3064942,37470193,2984451,37290939,80810525

2018,3227657,37912323,3109728,37754174,82003882

2019,3060531,38660605,2943186,38490675,83154997