diff --git a/data/sentiment_spotato.xlsx b/data/sentiment_spotato.xlsx
index 616117e..32067c9 100644
Binary files a/data/sentiment_spotato.xlsx and b/data/sentiment_spotato.xlsx differ
diff --git a/data/spotato_data.csv b/data/spotato_data.csv
index f8f0566..db511b4 100644
--- a/data/spotato_data.csv
+++ b/data/spotato_data.csv
@@ -1,422 +1,422 @@
 "id","country","district","gender","trial","item_A","item_B","item_C","best_overall","worst_overall","best_taste","worst_taste","best_color","worst_color","best_describe","worst_describe","community","age","geno_test","region"
-6,"Uganda","Gulu","Woman","community","Naspot 10 (Kabode)","Naspot 12","Naspot 13","B","A","C","B","B","C","It has high dry matter content","not too sweet",NA,NA,NA,NA
-18,"Uganda","Gulu","Woman","community","Kakamega","Naspot 8","Naspot 13","B","A","B","C","C","B","nice, sweet","sweet",NA,NA,NA,NA
-24,"Uganda","Gulu","Man","community","Naspot 13","Naspot 10 (Kabode)","Kakamega","A","C","A","C","B","A","sweet","wet",NA,NA,NA,NA
-25,"Uganda","Gulu","Man","community","Naspot 12","Naspot 10 (Kabode)","Naspot 13","A","B","A","B","C","A","very sweet and nice","it is wet and not sweet",NA,NA,NA,NA
-27,"Uganda","Gulu","Man","community","Ejumula","Naspot 13","Naspot 12","A","B","A","B","C","A","it is sweet, moderately hard",NA,NA,NA,NA,NA
-56,"Uganda","Gulu","Woman","community","Kakamega","Naspot 12","Naspot 10 (Kabode)","A","C","A","C","A","C","It is good and dry","It has a bad smell",NA,NA,NA,NA
-62,"Uganda","Gulu","Man","community","Naspot 13","Kakamega","Naspot 10 (Kabode)","B","A","B","A","C","B","good smell and sweet","nt nice",NA,NA,NA,NA
-63,"Uganda","Gulu","Woman","community","Naspot 12","Ejumula","Naspot 8","B","A","B","A","C","B","sweetness and soft","not sweet",NA,NA,NA,NA
-73,"Uganda","Gulu","Woman","community","Naspot 10 (Kabode)","Naspot 13","Kakamega","C","B","C","B","A","C","sweet and moderately hard","not swet and wet",NA,NA,NA,NA
-74,"Uganda","Gulu","Woman","community","Kakamega","Ejumula","Naspot 10 (Kabode)","B","C","B","C","B","A","very good and sweet","It is sweet but so soft",NA,NA,NA,NA
-77,"Uganda","Gulu","Woman","community","Naspot 10 (Kabode)","Ejumula","Kakamega","B","C","B","C","B","A","sweet and nice","bad smell",NA,NA,NA,NA
-88,"Uganda","Gulu","Woman","community","Naspot 8","Naspot 10 (Kabode)","Kakamega","C","B","C","B","A","C","Its sweet and palatable","It's  fibrous and watery",NA,NA,NA,NA
-108,"Uganda","Gulu","Woman","community","Ejumula","Naspot 13","Kakamega","C","A","C","A","C","B","Has high dry matter contebt","It has a bad sme;;",NA,NA,NA,NA
-109,"Uganda","Gulu","Woman","community","Kakamega","Naspot 10 (Kabode)","Naspot 8","C","B","C","B","C","A","very good and nice","so soft and has some smell",NA,NA,NA,NA
-113,"Uganda","Gulu","Woman","community","Ejumula","Kakamega","Naspot 12","A","C","A","C","A","B","so sweet and good","bad taste and has some smell",NA,NA,NA,NA
-4,"Uganda","Gulu","Man","community","Naspot 10 (Kabode)","Ejumula","Naspot 8","B","C","B","C","A","B","Sweet, crunchy and suitable for breakfast with simisim paste for tea","sweet, soft, with fibres",NA,NA,NA,NA
-5,"Uganda","Gulu","Woman","community","Naspot 12","Naspot 13","Ejumula","C","B","C","B","A","C","Sweet","Watery",NA,NA,NA,NA
-8,"Uganda","Gulu","Woman","community","Naspot 8","Ejumula","Naspot 12","B","A","B","A","C","B","Good smell and sweet","Wet",NA,NA,NA,NA
-12,"Uganda","Gulu","Woman","community","Kakamega","Naspot 8","Naspot 12","B","C","B","C","A","B","Nice","Nice and sweet",NA,NA,NA,NA
-16,"Uganda","Gulu","Woman","community","Naspot 12","Kakamega","Naspot 10 (Kabode)","A","C","B","A","B","A","Sweetand has high dry matter","Low dry matter",NA,NA,NA,NA
-19,"Uganda","Gulu","Woman","community","Naspot 10 (Kabode)","Naspot 12","Naspot 13","B","A","B","A","C","A","Not wet but sweet","Very wet and not sweet",NA,NA,NA,NA
-20,"Uganda","Gulu","Woman","community","Kakamega","Naspot 12","Naspot 10 (Kabode)","B","C","B","C","A","B","It tastes nice","It's tasteless",NA,NA,NA,NA
-26,"Uganda","Gulu","Woman","community","Naspot 10 (Kabode)","Ejumula","Naspot 12","B","A","B","A","C","B","Sweet","It's not sweet and wet",NA,NA,NA,NA
-28,"Uganda","Gulu","Woman","community","Naspot 13","Kakamega","Naspot 10 (Kabode)","A","B","C","B","A","C","Very good","It's not sweet",NA,NA,NA,NA
-29,"Uganda","Gulu","Woman","community","Kakamega","Naspot 12","Naspot 8","C","A","C","A","C","A","Very nice","It's not sweet an the color is not good",NA,NA,NA,NA
-32,"Uganda","Gulu","Woman","community","Naspot 10 (Kabode)","Naspot 13","Kakamega","B","A","B","A","B","C","Very sweet","It's so soft",NA,NA,NA,NA
-33,"Uganda","Gulu","Woman","community","Naspot 12","Naspot 8","Ejumula","A","B","C","A","A","B","Has a good smell and high dry matter content","Has a low dry matter content",NA,NA,NA,NA
-34,"Uganda","Gulu","Woman","community","Kakamega","Naspot 10 (Kabode)","Naspot 13","B","C","B","C","A","B","It's sweet","It's watery",NA,NA,NA,NA
-35,"Uganda","Gulu","Woman","community","Naspot 12","Naspot 10 (Kabode)","Naspot 13","C","A","C","A","B","C","It's sweet and the smell is good","the smell",NA,NA,NA,NA
-39,"Uganda","Gulu","Woman","community","Ejumula","Naspot 8","Naspot 12","A","B","A","B","C","A","It's sweet","Bad smell and fibrous",NA,NA,NA,NA
-43,"Uganda","Gulu","Woman","community","Ejumula","Naspot 13","Naspot 8","C","B","C","B","A","C","Sweet","Watery",NA,NA,NA,NA
-47,"Uganda","Gulu","Woman","community","Naspot 8","Naspot 13","Naspot 12","C","B","C","B","C","A","Sweet and good","Not sweet",NA,NA,NA,NA
-50,"Uganda","Gulu","Woman","community","Ejumula","Naspot 13","Kakamega","A","B","A","B","A","B","Tastes sweet and has good dry matter","Has low dry matter content",NA,NA,NA,NA
-53,"Uganda","Gulu","Man","community","Naspot 8","Ejumula","Kakamega","B","A","B","A","C","B","Sweet","Not sweet",NA,NA,NA,NA
-57,"Uganda","Gulu","Woman","community","Kakamega","Naspot 8","Naspot 10 (Kabode)","B","C","B","C","A","B","Sweet, nice","Sweet",NA,NA,NA,NA
-58,"Uganda","Gulu","Woman","community","Naspot 13","Naspot 12","Ejumula","C","A","C","A","B","C","Sweetness","Watery and not sweet",NA,NA,NA,NA
-64,"Uganda","Gulu","Woman","community","Ejumula","Naspot 12","Naspot 13","A","C","B","A","A","B","Sweet, dry matter content is good","It is wet",NA,NA,NA,NA
-65,"Uganda","Gulu","Woman","community","Naspot 12","Kakamega","Naspot 8","C","B","C","B","A","C","Sweetness","Not sweet",NA,NA,NA,NA
-66,"Uganda","Gulu","Man","community","Naspot 8","Naspot 12","Naspot 13","B","C","B","C","B","A","Very nice and sweet","So soft and wet",NA,NA,NA,NA
-67,"Uganda","Gulu","Man","community","Naspot 10 (Kabode)","Kakamega","Ejumula","B","A","B","A","C","B","Very sweet and nice","Wet and full of threads",NA,NA,NA,NA
-68,"Uganda","Gulu","Woman","community","Kakamega","Naspot 10 (Kabode)","Naspot 13","C","A","C","A","B","C","It's sweet","It's watery",NA,NA,NA,NA
-69,"Uganda","Gulu","Woman","community","Naspot 8","Ejumula","Naspot 13","B","C","B","A","B","A","It's sweet and nice","It has low dry matter content",NA,NA,NA,NA
-70,"Uganda","Gulu","Woman","community","Naspot 12","Naspot 13","Naspot 10 (Kabode)","B","C","B","C","A","B","It smells good","Watery",NA,NA,NA,NA
-71,"Uganda","Gulu","Woman","community","Naspot 13","Kakamega","Naspot 10 (Kabode)","B","C","B","C","A","B","It's sweet, smells good","It's watery and has a bad smell",NA,NA,NA,NA
-72,"Uganda","Gulu","Woman","community","Naspot 10 (Kabode)","Naspot 8","Naspot 13","B","C","B","C","A","B","Sweet","Too sweet",NA,NA,NA,NA
-80,"Uganda","Gulu","Woman","community","Kakamega","Naspot 10 (Kabode)","Naspot 8","C","B","C","B","A","C","Sweet","Watery",NA,NA,NA,NA
-84,"Uganda","Gulu","Woman","community","Kakamega","Ejumula","Naspot 13","A","C","A","C","B","A","Moderately hard and sweet","Not sweet and very wet",NA,NA,NA,NA
-87,"Uganda","Gulu","Woman","community","Naspot 10 (Kabode)","Naspot 8","Kakamega","A","B","A","B","C","A","It's sweet and nice","Too swee and wet",NA,NA,NA,NA
-90,"Uganda","Gulu","Woman","community","Naspot 12","Naspot 10 (Kabode)","Ejumula","C","B","C","B","A","C","It's sweet and palatable","It is watery",NA,NA,NA,NA
-94,"Uganda","Gulu","Woman","community","Ejumula","Naspot 13","Kakamega","A","B","A","B","A","C","So nice and good","Soft and wet",NA,NA,NA,NA
-97,"Uganda","Gulu","Woman","community","Naspot 13","Ejumula","Kakamega","B","A","B","A","C","B","Moderately hard and sweet","Very wet and not sweet",NA,NA,NA,NA
-98,"Uganda","Gulu","Woman","community","Kakamega","Naspot 8","Naspot 10 (Kabode)","B","C","B","C","A","B","Moderately dry and sweet","It's watery",NA,NA,NA,NA
-100,"Uganda","Gulu","Woman","community","Naspot 10 (Kabode)","Naspot 13","Naspot 12","C","A","C","B","C","B","Sweet nice","Sweet and nice",NA,NA,NA,NA
-104,"Uganda","Gulu","Woman","community","Kakamega","Naspot 13","Naspot 10 (Kabode)","C","A","C","A","C","B","Smells good, moderately hard, sweet","Not sweet, wet and too much fibre",NA,NA,NA,NA
-117,"Uganda","Gulu","Woman","community","Naspot 8","Naspot 12","Naspot 13","A","C","A","C","B","A","Sweet","Not sweet",NA,NA,NA,NA
-124,"Uganda","Soroti/Serere","Man","community","Kakamega","Naspot 12","Naspot 13","A","B","A","C","C","B","It is sweet as sugar","not as sweet as sugar",NA,NA,NA,NA
-128,"Uganda","Soroti/Serere","Woman","community","Ejumula","Naspot 10 (Kabode)","Naspot 13","A","C","A","C","B","A","NR","NR",NA,NA,NA,NA
-129,"Uganda","Soroti/Serere","Man","community","Naspot 8","Naspot 10 (Kabode)","Naspot 13","A","B","A","B","C","A","very sweet","so watery",NA,NA,NA,NA
-135,"Uganda","Soroti/Serere","Man","community","Naspot 8","Naspot 12","Ejumula","C","B","C","B","A","C","It is very good and nice","It has no good taste",NA,NA,NA,NA
-136,"Uganda","Soroti/Serere","Man","community","Naspot 8","Naspot 10 (Kabode)","Naspot 13","B","C","B","C","A","B","the taste is very good","It is not good",NA,NA,NA,NA
-137,"Uganda","Soroti/Serere","Woman","community","Naspot 13","Naspot 8","Naspot 12","A","C","A","C","B","A","sweet and nice taste","tasteless and hard",NA,NA,NA,NA
-139,"Uganda","Soroti/Serere","Man","community","Kakamega","Naspot 13","Ejumula","C","A","C","A","B","C","sweet flavor","sweet and tasty",NA,NA,NA,NA
-141,"Uganda","Soroti/Serere","Man","community","Naspot 13","Ejumula","Kakamega","A","B","A","C","C","A","it is most sugary than others","It is sweet",NA,NA,NA,NA
-147,"Uganda","Soroti/Serere","Man","community","Naspot 8","Naspot 12","Naspot 13","A","B","A","B","C","A","Very suitable in taste","It is not good in taste",NA,NA,NA,NA
-149,"Uganda","Soroti/Serere","Man","community","Naspot 13","Ejumula","Naspot 8","B","A","B","A","C","B","It was sweet","It is not sweet",NA,NA,NA,NA
-151,"Uganda","Soroti/Serere","Woman","community","Kakamega","Naspot 10 (Kabode)","Naspot 12","A","C","A","C","B","A","sweet","sweet and tasty",NA,NA,NA,NA
-154,"Uganda","Soroti/Serere","Man","community","Kakamega","Naspot 12","Naspot 8","A","C","A","C","B","A","it is so sweet for me","at times it is so smelly",NA,NA,NA,NA
-156,"Uganda","Soroti/Serere","Man","community","Kakamega","Naspot 8","Naspot 13","C","B","C","B","A","C","This SP is so sweet without salt","It's tasteless",NA,NA,NA,NA
-158,"Uganda","Soroti/Serere","Woman","community","Ejumula","Naspot 8","Kakamega","C","B","C","B","A","C","It appetises and the odor is also good","not sweet enough, mealy",NA,NA,NA,NA
-164,"Uganda","Soroti/Serere","Man","community","Naspot 10 (Kabode)","Ejumula","Naspot 8","B","C","B","C","A","B","sweet and enjoyable","It is not very sweet and the odour is not pleasing",NA,NA,NA,NA
-168,"Uganda","Soroti/Serere","Man","community","Naspot 12","Naspot 13","Ejumula","C","B","C","A","A","C","sweet","less sugar",NA,NA,NA,NA
-119,"Uganda","Soroti/Serere","Woman","community","Naspot 12","Kakamega","Naspot 13","C","A","C","A","B","C","sweetest of all","tasteless",NA,NA,NA,NA
-120,"Uganda","Soroti/Serere","Man","community","Naspot 8","Naspot 12","Naspot 13","C","A","C","A","C","B","Sweeter than others","A bit tasteless",NA,NA,NA,NA
-125,"Uganda","Soroti/Serere","Man","community","Naspot 13","Naspot 10 (Kabode)","Naspot 12","A","C","A","C","B","A","Tates sweeter than others","Almost tasteless",NA,NA,NA,NA
-126,"Uganda","Soroti/Serere","Man","community","Kakamega","Naspot 12","Ejumula","A","B","C","B","A","C","Sweet","Not sweet",NA,NA,NA,NA
-127,"Uganda","Soroti/Serere","Woman","community","Naspot 8","Naspot 13","Naspot 12","B","C","B","C","A","B","Sweeter than others","It has alot of threads in it",NA,NA,NA,NA
-130,"Uganda","Soroti/Serere","Woman","community","Naspot 10 (Kabode)","Ejumula","Naspot 8","B","A","B","A","C","B","Very sweet","No taste and has fibres",NA,NA,NA,NA
-131,"Uganda","Soroti/Serere","Woman","community","Naspot 8","Kakamega","Naspot 12","B","C","B","C","A","B","Has a good taste","Tasteless",NA,NA,NA,NA
-132,"Uganda","Soroti/Serere","Man","community","Naspot 12","Naspot 13","Naspot 10 (Kabode)","B","A","B","A","C","B","Sweet and nice","Tasteless",NA,NA,NA,NA
-133,"Uganda","Soroti/Serere","Man","community","Ejumula","Naspot 12","Naspot 8","A","C","A","C","B","A","Very sweet","Not good",NA,NA,NA,NA
-134,"Uganda","Soroti/Serere","Woman","community","Naspot 8","Naspot 13","Kakamega","A","C","A","C","B","A","Very sweet and nice","Not sweet",NA,NA,NA,NA
-138,"Uganda","Soroti/Serere","Woman","community","Naspot 8","Naspot 13","Naspot 10 (Kabode)","B","C","B","C","A","B","Too sweet and attractive in color","Watery",NA,NA,NA,NA
-140,"Uganda","Soroti/Serere","Man","community","Naspot 13","Naspot 10 (Kabode)","Ejumula","A","B","A","B","C","B","Soft and sweet","Watrey",NA,NA,NA,NA
-142,"Uganda","Soroti/Serere","Man","community","Naspot 12","Naspot 8","Kakamega","A","C","A","B","B","A","More orange and attractive","sweets",NA,NA,NA,NA
-143,"Uganda","Soroti/Serere","Man","community","Kakamega","Naspot 10 (Kabode)","Naspot 8","A","B","A","B","C","A","Very sweet","Not appetizing in its taste and color",NA,NA,NA,NA
-144,"Uganda","Soroti/Serere","Man","community","Naspot 10 (Kabode)","Kakamega","Naspot 12","B","A","B","A","C","B","Sweet and appetizing","Tasteless",NA,NA,NA,NA
-145,"Uganda","Soroti/Serere","Man","community","Naspot 12","Naspot 10 (Kabode)","Ejumula","C","B","C","B","A","C","Very sweet","Tasteless",NA,NA,NA,NA
-146,"Uganda","Soroti/Serere","Man","community","Ejumula","Naspot 13","Naspot 10 (Kabode)","C","A","C","A","B","C","Sweet","Taste is worst because of color",NA,NA,NA,NA
-148,"Uganda","Soroti/Serere","Man","community","Naspot 8","Kakamega","Ejumula","C","A","C","A","B","C","Sweet","Not good",NA,NA,NA,NA
-150,"Uganda","Soroti/Serere","Man","community","Naspot 13","Kakamega","Naspot 8","B","A","B","A","C","B","Makes one drink water","Watery",NA,NA,NA,NA
-152,"Uganda","Soroti/Serere","Woman","community","Ejumula","Naspot 10 (Kabode)","Naspot 12","A","C","A","C","B","A","Sweet and nice","Sweet and tasty",NA,NA,NA,NA
-153,"Uganda","Soroti/Serere","Woman","community","Naspot 10 (Kabode)","Kakamega","Ejumula","C","A","C","A","B","C","Very nice","Tasteless",NA,NA,NA,NA
-155,"Uganda","Soroti/Serere","Man","community","Kakamega","Naspot 13","Naspot 8","A","B","A","B","C","A","Sweet","It had threads",NA,NA,NA,NA
-157,"Uganda","Soroti/Serere","Man","community","Naspot 12","Kakamega","Naspot 13","B","A","B","A","C","B","Sweet and can be eaten without salt","Its mealiness needs water when eating",NA,NA,NA,NA
-159,"Uganda","Soroti/Serere","Man","community","Naspot 10 (Kabode)","Ejumula","Naspot 13","B","A","B","A","C","B","Sweet taste","Taste is not good",NA,NA,NA,NA
-160,"Uganda","Soroti/Serere","Man","community","Kakamega","Naspot 12","Naspot 13","A","B","A","B","C","A","Sweet and nice","Not tasty",NA,NA,NA,NA
-161,"Uganda","Soroti/Serere","Man","community","Ejumula","Naspot 8","Naspot 12","A","C","A","C","B","A","Tasty and looks nice","Tasteless",NA,NA,NA,NA
-173,"Uganda","Soroti/Serere","Man","community","Naspot 8","Ejumula","Naspot 12","B","A","B","C","B","A","A nce aroma, deep orange compared to the rest and shape","Sweet but relatively low dry matter",NA,NA,NA,NA
-189,"Uganda","Wakiso","Man","community","Naspot 13","Naspot 10 (Kabode)","Kakamega","A","C","B","A","B","A","Very good","Very oft",NA,NA,NA,NA
-194,"Uganda","Wakiso","Woman","community","Naspot 10 (Kabode)","Ejumula","Naspot 12","B","C","A","C","B","A","sweet, hard, mealy","not sweet, bad smell",NA,NA,NA,NA
-195,"Uganda","Wakiso","Woman","community","Ejumula","Naspot 13","Naspot 12","B","C","B","A","A","C","Has a lot of sugar","thready with a bad smell",NA,NA,NA,NA
-211,"Uganda","Wakiso","Man","community","Naspot 12","Naspot 10 (Kabode)","Naspot 13","C","B","C","B","A","C","It's sweet","no taste",NA,NA,NA,NA
-215,"Uganda","Wakiso","Man","community","Ejumula","Naspot 8","Naspot 12","A","C","B","C","A","B","very tasty, sweet","tasteless, less sweet than cassava",NA,NA,NA,NA
-221,"Uganda","Wakiso","Woman","community","Naspot 8","Naspot 13","Naspot 12","A","B","A","B","A","C","moderately sweet","too sweet, bad smell",NA,NA,NA,NA
-228,"Uganda","Wakiso","Man","community","Kakamega","Naspot 12","Naspot 10 (Kabode)","B","A","B","A","C","B","hard","too soft",NA,NA,NA,NA
-234,"Uganda","Wakiso","Woman","community","Naspot 13","Kakamega","Naspot 10 (Kabode)","B","C","B","A","A","B","slightly sweet","NR",NA,NA,NA,NA
-239,"Uganda","Wakiso","Woman","community","Naspot 10 (Kabode)","Naspot 12","Naspot 8","C","B","C","B","A","C","sweet and tasty","bad taste, not sweet",NA,NA,NA,NA
-256,"Uganda","Wakiso","Woman","community","Naspot 12","Naspot 13","Naspot 10 (Kabode)","B","A","B","A","C","B","tastes sweet like honey","tastes like it is not boiled",NA,NA,NA,NA
-280,"Uganda","Wakiso","Man","community","Kakamega","Naspot 10 (Kabode)","Naspot 8","A","B","A","C","C","B","very tasty","sweet but soft",NA,NA,NA,NA
-296,"Uganda","Wakiso","Woman","community","Naspot 8","Naspot 10 (Kabode)","Ejumula","A","B","A","B","C","B","very good SP, mealy","not sweet, lacks aroma",NA,NA,NA,NA
-300,"Uganda","Wakiso","Woman","community","Naspot 12","Naspot 10 (Kabode)","Ejumula","C","A","B","A","C","B","very good SP","tasteless",NA,NA,NA,NA
-310,"Uganda","Wakiso","Woman","community","Naspot 13","Ejumula","Kakamega","B","C","A","B","B","C","I think it is good because it is mealy","Has too much sugar yet I dont take sugar",NA,NA,NA,NA
-177,"Uganda","Wakiso","Woman","community","Kakamega","Naspot 8","Naspot 12","B","A","B","A","C","B","Very nice","Not sweet",NA,NA,NA,NA
-179,"Uganda","Wakiso","Woman","community","Naspot 12","Kakamega","Naspot 10 (Kabode)","A","C","A","C","B","A","Sweet and mealy","Sweet and not mealy",NA,NA,NA,NA
-183,"Uganda","Wakiso","Man","community","Kakamega","Naspot 8","Naspot 13","B","C","B","C","B","A","Sweet with good smell, not hard when swallowing","looks like it stayed long for four to five days cooked",NA,NA,NA,NA
-184,"Uganda","Wakiso","Man","community","Naspot 10 (Kabode)","Naspot 12","Naspot 13","A","B","A","B","C","A","Best sweet","Not very sweet",NA,NA,NA,NA
-186,"Uganda","Wakiso","Man","community","Kakamega","Naspot 12","Naspot 10 (Kabode)","A","B","A","B","A","C","Very sweet and not too hard","Very hard and not sweet",NA,NA,NA,NA
-192,"Uganda","Wakiso","Woman","community","Naspot 12","Naspot 10 (Kabode)","Naspot 13","B","A","B","A","C","B","Very sweet","Not very sweet",NA,NA,NA,NA
-198,"Uganda","Wakiso","Woman","community","Naspot 13","Kakamega","Naspot 10 (Kabode)","A","C","A","C","B","A","very sweet and good aroma","Not sweet",NA,NA,NA,NA
-200,"Uganda","Wakiso","Woman","community","Kakamega","Naspot 12","Naspot 8","A","C","A","B","B","C","Liittle sugar","Doesnt look nice",NA,NA,NA,NA
-203,"Uganda","Wakiso","Woman","community","Naspot 10 (Kabode)","Naspot 13","Kakamega","B","C","A","C","B","A","Sweet and hard","Not sweet and has no sugar",NA,NA,NA,NA
-205,"Uganda","Wakiso","Woman","community","Naspot 12","Naspot 8","Ejumula","C","A","C","B","B","A","Has good taste","Its not sweet",NA,NA,NA,NA
-208,"Uganda","Wakiso","Woman","community","Kakamega","Naspot 10 (Kabode)","Naspot 13","A","C","A","C","B","A","Very sweet","Not sweet and bad color",NA,NA,NA,NA
-219,"Uganda","Wakiso","Man","community","Ejumula","Naspot 13","Naspot 8","A","C","A","C","B","A","Very sweet","Does not have any sugar",NA,NA,NA,NA
-223,"Uganda","Wakiso","Man","community","Ejumula","Naspot 13","Kakamega","C","B","C","A","A","C","Very nice and mealy","Doesnt have sugar and soft",NA,NA,NA,NA
-226,"Uganda","Wakiso","Woman","community","Naspot 8","Ejumula","Kakamega","B","C","B","C","A","B","Hardness is good","Bad aroma",NA,NA,NA,NA
-230,"Uganda","Wakiso","Woman","community","Kakamega","Naspot 8","Naspot 10 (Kabode)","A","B","A","B","C","A","Nice and its hardness","Bad aroma and threads and too soft",NA,NA,NA,NA
-232,"Uganda","Wakiso","Man","community","Naspot 13","Naspot 12","Ejumula","C","B","C","A","A","C","Very sweet","Not tasty",NA,NA,NA,NA
-236,"Uganda","Wakiso","Man","community","Naspot 12","Ejumula","Naspot 8","B","A","C","B","B","A","Enough sugar",NA,NA,NA,NA,NA
-243,"Uganda","Wakiso","Woman","community","Ejumula","Naspot 12","Naspot 13","A","B","A","B","A","B","Very good and sweet","It has threads",NA,NA,NA,NA
-247,"Uganda","Wakiso","Man","community","Naspot 8","Naspot 12","Naspot 13","C","B","C","B","C","A","Very sweet","Its mealy",NA,NA,NA,NA
-248,"Uganda","Wakiso","Man","community","Naspot 10 (Kabode)","Kakamega","Ejumula","B","A","B","C","C","A","Very nice because of the aroma","very soft and not a nice color",NA,NA,NA,NA
-252,"Uganda","Wakiso","Woman","community","Kakamega","Naspot 10 (Kabode)","Naspot 13","C","A","C","A","B","C","Not not sweet","Not sweet",NA,NA,NA,NA
-254,"Uganda","Wakiso","Woman","community","Naspot 8","Ejumula","Naspot 13","B","A","B","A","B","C","Very sweet","Crunchy",NA,NA,NA,NA
-258,"Uganda","Wakiso","Woman","community","Naspot 13","Kakamega","Naspot 10 (Kabode)","C","B","C","B","A","C","Very weet and mealy","Too orange",NA,NA,NA,NA
-264,"Uganda","Wakiso","Woman","community","Naspot 10 (Kabode)","Naspot 13","Kakamega","B","C","B","C","A","B","tastes like sugar","very soft and contains no  sugar",NA,NA,NA,NA
-268,"Uganda","Wakiso","Woman","community","Kakamega","Ejumula","Naspot 10 (Kabode)","B","A","B","C","C","B","The taste is good","Too sweet",NA,NA,NA,NA
-272,"Uganda","Wakiso","Woman","community","Ejumula","Naspot 13","Kakamega","C","B","C","B","A","C","Nice pumpkin aroma","Smells like rotten jackfruit (fruity smell)",NA,NA,NA,NA
-276,"Uganda","Wakiso","Man","community","Naspot 10 (Kabode)","Ejumula","Kakamega","C","A","B","C","C","B","Sweet","Sweet",NA,NA,NA,NA
-284,"Uganda","Wakiso","Woman","community","Kakamega","Ejumula","Naspot 13","A","B","A","B","C","A","Nice aroma","Bad aroma",NA,NA,NA,NA
-288,"Uganda","Wakiso","Man","community","Naspot 8","Naspot 10 (Kabode)","Kakamega","B","A","B","A","C","B","Sweet like sugar","Low in sweetness",NA,NA,NA,NA
-292,"Uganda","Wakiso","Man","community","Naspot 10 (Kabode)","Naspot 8","Kakamega","A","B","A","B","C","A","Sweet like sugar","Less sweet and soft",NA,NA,NA,NA
-306,"Uganda","Wakiso","Woman","community","Ejumula","Naspot 13","Kakamega","A","B","A","C","A","B","Suitably sweet, and mealy","Does not taste good",NA,NA,NA,NA
-316,"Uganda","Wakiso","Woman","community","Naspot 10 (Kabode)","Naspot 13","Naspot 12","B","C","B","C","A","B","Very sweet","Not sweet",NA,NA,NA,NA
-196,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","C","B","C","B","C","B","It's orange and sweet in color","The Sp is yellow in color and worst",NA,NA,NA,NA
-197,"Uganda","Soroti/Serere","Man","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","C","B","C","B","C","B","It's sweet and orange in color","Sp is yellow in color and worst",NA,NA,NA,NA
-201,"Uganda","Soroti/Serere","Woman","home","Kakamega","Naspot 8","Naspot 13","B","C","B","C","A","B","It's so sweet","It's not so sweet",NA,NA,NA,NA
-202,"Uganda","Soroti/Serere","Man","home","Kakamega","Naspot 8","Naspot 13","B","C","B","C","A","B","It's so good and very sweet","The taste is not so good",NA,NA,NA,NA
-235,"Uganda","Soroti/Serere","Man","home","Naspot 13","Kakamega","Naspot 10 (Kabode)","A","C","A","B","B","C","It's very sweet and it's not watery","It is not sweet because it is watery",NA,NA,NA,NA
-238,"Uganda","Soroti/Serere","Woman","home","Naspot 8","Naspot 10 (Kabode)","Ejumula","C","A","C","B","B","A","It was sweet","It had overstayed",NA,NA,NA,NA
-253,"Uganda","Soroti/Serere","Woman","home","Naspot 8","Kakamega","Naspot 10 (Kabode)","B","A","B","A","C","B","It's very sweet","It's tasteless",NA,NA,NA,NA
-273,"Uganda","Soroti/Serere","Woman","home","Naspot 8","Kakamega","Naspot 12","B","C","B","C","A","B","The taste of swet potato B is sweet","The taste of SP B is sweeter",NA,NA,NA,NA
-274,"Uganda","Soroti/Serere","Woman","home","Naspot 8","Kakamega","Naspot 12","B","C","B","C","A","B","The taste of SP B is sweet","The taste of SP B is sweeter",NA,NA,NA,NA
-275,"Uganda","Soroti/Serere","Man","home","Naspot 8","Kakamega","Naspot 12","B","C","B","C","A","B","The taste of SP B is sweet","The taste of SP B is sweeter",NA,NA,NA,NA
-289,"Uganda","Soroti/Serere","Man","home","Kakamega","Naspot 12","Naspot 10 (Kabode)","C","B","C","B","A","C","It was very sweet and appetising","It was not appetising in taste and appearance",NA,NA,NA,NA
-290,"Uganda","Soroti/Serere","Man","home","Kakamega","Naspot 12","Naspot 10 (Kabode)","C","B","C","B","A","C","It was very sweet","According to me B was not sweet",NA,NA,NA,NA
-291,"Uganda","Soroti/Serere","Woman","home","Kakamega","Naspot 12","Naspot 10 (Kabode)","A","B","A","B","C","A","It was more appetising and very sweet","It was not appetising esspecially  in taste and aroma",NA,NA,NA,NA
-322,"Uganda","Soroti/Serere","Man","home","Naspot 10 (Kabode)","Naspot 12","Naspot 8","A","B","A","B","C","A","It is very soft","Because it is very sweet",NA,NA,NA,NA
-323,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 12","Naspot 8","C","B","C","B","A","C","It is very soft and sweet","Beacuse it is very sweet more than others",NA,NA,NA,NA
-324,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 12","Naspot 8","A","B","A","C","C","B",NA,"Because it is very sweet",NA,NA,NA,NA
-162,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","C","A","C","B","B","C","The taste is of sugar","It has a smell and is tasteless",NA,NA,NA,NA
-163,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","C","A","C","B","B","C","The taste is like of sugar","It has a smell and is tasteless",NA,NA,NA,NA
-165,"Uganda","Soroti/Serere","Woman","home","Naspot 13","Kakamega","Naspot 12","A","C","A","C","B","A","Tasteful and good in size","Tasteless and not good to be eaten",NA,NA,NA,NA
-166,"Uganda","Soroti/Serere","Man","home","Naspot 13","Kakamega","Naspot 12","B","C","B","C","A","B","so hood tasteful and sweet","Tasteless",NA,NA,NA,NA
-167,"Uganda","Soroti/Serere","Man","home","Naspot 13","Kakamega","Naspot 12","B","C","B","C","A","B","having good taste like of sugar","taste was like the SP was damaged",NA,NA,NA,NA
-169,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","Naspot 8","A","B","A","B","C","A","It's sweet as sugar","It's not very sweet",NA,NA,NA,NA
-170,"Uganda","Soroti/Serere","Man","home","Naspot 12","Naspot 13","Naspot 10 (Kabode)","B","C","B","C","A","B","Very appetising","not appetising",NA,NA,NA,NA
-171,"Uganda","Soroti/Serere","Woman","home","Naspot 12","Naspot 13","Naspot 10 (Kabode)","B","C","B","C","A","B","It is very appetising","not appetising",NA,NA,NA,NA
-172,"Uganda","Soroti/Serere","Woman","home","Naspot 12","Naspot 13","Naspot 10 (Kabode)","B","C","B","C","A","B","very appetising","not appetising",NA,NA,NA,NA
-174,"Uganda","Soroti/Serere","Man","home","Ejumula","Naspot 13","Naspot 8","A","C","A","B","B","C","The sweetpotato taste is like of sugar","sugar tasting",NA,NA,NA,NA
-175,"Uganda","Soroti/Serere","Man","home","Ejumula","Naspot 13","Naspot 8","A","C","A","B","B","A","so sweet","it's so sugary",NA,NA,NA,NA
-176,"Uganda","Soroti/Serere","Woman","home","Ejumula","Naspot 13","Naspot 8","A","C","A","B","B","C","sugary sweetness","It's taste is not good",NA,NA,NA,NA
-178,"Uganda","Soroti/Serere","Woman","home","Kakamega","Naspot 10 (Kabode)","Naspot 13","C","B","C","B","C","B","soft and sweet to eat","not as sweet as others A and C and apperance is not good",NA,NA,NA,NA
-182,"Uganda","Soroti/Serere","Man","home","Naspot 8","Naspot 12","Kakamega","B","C","B","A","A","B","it is sweet and attractive","it is bitter",NA,NA,NA,NA
-181,"Uganda","Soroti/Serere","Woman","home","Naspot 8","Naspot 12","Kakamega","B","C","B","A","A","B","The Sp is sweet and attractive","the SP is bitter",NA,NA,NA,NA
-180,"Uganda","Soroti/Serere","Woman","home","Naspot 8","Naspot 12","Kakamega","B","C","B","A","A","B","It's sweet and attractive","bitter",NA,NA,NA,NA
-185,"Uganda","Soroti/Serere","Woman","home","Naspot 12","Ejumula","Naspot 8","B","C","A","B","B","C",NA,NA,NA,NA,NA,NA
-190,"Uganda","Soroti/Serere","Man","home","Naspot 8","Kakamega","Ejumula","C","A","C","A","B","C","It is very appetising, makes you want to eat more","It is not appetising",NA,NA,NA,NA
-191,"Uganda","Soroti/Serere","Woman","home","Naspot 8","Kakamega","Ejumula","C","A","C","A","B","C","very appetising","It is not appetising",NA,NA,NA,NA
-193,"Uganda","Soroti/Serere","Man","home","Ejumula","Naspot 10 (Kabode)","Kakamega","A","C","B","C","A","B","is very good","very sweetpotato",NA,NA,NA,NA
-199,"Uganda","Soroti/Serere","Man","home","Ejumula","Naspot 10 (Kabode)","Naspot 8","A","B","C","A","A","C",NA,NA,NA,NA,NA,NA
-204,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Ejumula","Naspot 8","B","C","B","C","A","B",NA,NA,NA,NA,NA,NA
-206,"Uganda","Soroti/Serere","Woman","home","Naspot 13","Naspot 10 (Kabode)","Ejumula","C","A","C","A","C","A","It is sweet and orange in color","It is the worst and red in color",NA,NA,NA,NA
-207,"Uganda","Soroti/Serere","Man","home","Naspot 13","Naspot 10 (Kabode)","Ejumula","C","A","C","A","C","A","It is sweet and orange in color",NA,NA,NA,NA,NA
-209,"Uganda","Soroti/Serere","Man","home","Naspot 12","Naspot 13","Kakamega","B","C","B","C","A","B","Tasteful and good in size",NA,NA,NA,NA,NA
-210,"Uganda","Soroti/Serere","Woman","home","Naspot 12","Naspot 13","Kakamega","B","C","B","C","A","B","so good and tasteful, sweet","Tasteless",NA,NA,NA,NA
-214,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","Naspot 12","A","C","A","C","A","C","The SP is irange in color and sweet",NA,NA,NA,NA,NA
-216,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","Naspot 8","A","C","A","C","A","C",NA,NA,NA,NA,NA,NA
-217,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","Naspot 8","A","C","A","C","A","C",NA,NA,NA,NA,NA,NA
-218,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","Naspot 8","A","C","A","C","A","C",NA,NA,NA,NA,NA,NA
-220,"Uganda","Soroti/Serere","Man","home","Naspot 13","Naspot 12","Naspot 10 (Kabode)","C","A","C","B","B","A","It was sweet","It had overstayed",NA,NA,NA,NA
-222,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Ejumula","Kakamega","C","B","C","A","A","C","It was very sweet",NA,NA,NA,NA,NA
-224,"Uganda","Soroti/Serere","Woman","home","Kakamega","Naspot 8","Naspot 12","A","C","A","C","B","A","Looks like honey and has you can eat it without peeling","tasteless a",NA,NA,NA,NA
-225,"Uganda","Soroti/Serere","Man","home","Kakamega","Naspot 8","Naspot 12","A","C","A","C","B","A","soft and sweet, easy to peel","tasteless and has a bad smell, outer covering is so hard",NA,NA,NA,NA
-227,"Uganda","Soroti/Serere","Man","home","Naspot 12","Naspot 13","Ejumula","C","A","C","A","B","C","has a very good smell; has enough sugar in it","does not have a good smell as fresh potato; has less sugar in it",NA,NA,NA,NA
-229,"Uganda","Soroti/Serere","Man","home","Naspot 8","Naspot 10 (Kabode)","Naspot 13","C","A","C","B","B","A","It was sweet","It had overstayed",NA,NA,NA,NA
-231,"Uganda","Soroti/Serere","Man","home","Naspot 10 (Kabode)","Ejumula","Naspot 8","B","A","B","C","C","A","It has good taste","It had overstayed and watery",NA,NA,NA,NA
-233,"Uganda","Soroti/Serere","Man","home","Ejumula","Naspot 8","Kakamega","B","C","B","A","A","C","It is very sweet","It had a lot of water",NA,NA,NA,NA
-240,"Uganda","Soroti/Serere","Man","home","Kakamega","Naspot 12","Ejumula","C","A","B","A","C","B","Sweet falvor","Nice smell and sticky starch",NA,NA,NA,NA
-241,"Uganda","Soroti/Serere","Woman","home","Kakamega","Naspot 12","Ejumula","C","A","B","A","C","B","sweet flavor","nice smell and sticky starch",NA,NA,NA,NA
-242,"Uganda","Soroti/Serere","Woman","home","Kakamega","Naspot 12","Ejumula","C","A","B","A","C","B","sweet flavor","nice smell and sticky starch",NA,NA,NA,NA
-244,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","Naspot 13","A","B","A","B","C","A","sweetness","not sweet and looks tasteless",NA,NA,NA,NA
-245,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","Naspot 13","A","B","A","B","C","A","sweetness","not sweet and looks tasteless",NA,NA,NA,NA
-246,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","Naspot 13","A","C","A","C","B","A","sweetness","not sweet and tasteless",NA,NA,NA,NA
-249,"Uganda","Soroti/Serere","Man","home","Naspot 13","Ejumula","Naspot 8","B","C","B","C","A","B","sweet","tasteless",NA,NA,NA,NA
-250,"Uganda","Soroti/Serere","Woman","home","Naspot 13","Ejumula","Naspot 8","A","C","A","C","B","A","sweet","tasteless",NA,NA,NA,NA
-251,"Uganda","Soroti/Serere","Woman","home","Naspot 13","Ejumula","Naspot 8","B","C","B","C","A","B","sweet","tasteless",NA,NA,NA,NA
-255,"Uganda","Soroti/Serere","Man","home","Kakamega","Naspot 10 (Kabode)","Naspot 13","A","B","A","B","C","A","It tastes sweet","It tastes watery",NA,NA,NA,NA
-257,"Uganda","Soroti/Serere","Man","home","Ejumula","Naspot 12","Kakamega","A","C","A","C","B","A","sweet, soft","tasteless, watery",NA,NA,NA,NA
-259,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","A","C","A","C","B","A","A is sweeter than others","B is not sweet as others",NA,NA,NA,NA
-260,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","B","A","C","A","C","B","It's better than others","It has no taste",NA,NA,NA,NA
-261,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","C","A","C","A","B","C","It's sweet than others","It's tasteless",NA,NA,NA,NA
-265,"Uganda","Soroti/Serere","Woman","home","Kakamega","Ejumula","Naspot 13","C","A","C","A","B","C","SP is tasty, not watery when boiled","watery, spongy, tasteless",NA,NA,NA,NA
-266,"Uganda","Soroti/Serere","Woman","home","Kakamega","Ejumula","Naspot 13","C","A","C","A","B","C","sweet, satisfying","tasteless, watery, spongy",NA,NA,NA,NA
-267,"Uganda","Soroti/Serere","Woman","home","Kakamega","Ejumula","Naspot 13","C","A","C","A","B","C","The Sp is sweet tasting, satisfying, nice to eat","spongy, watery, tasteless, not nice to eat",NA,NA,NA,NA
-269,"Uganda","Soroti/Serere","Man","home","Ejumula","Naspot 12","Naspot 10 (Kabode)","B","C","B","C","A","B","It is sweet","B is sweeter",NA,NA,NA,NA
-270,"Uganda","Soroti/Serere","Man","home","Ejumula","Naspot 12","Naspot 10 (Kabode)","A","C","A","C","B","A","Taste of SP A is sweet","A is really sweet",NA,NA,NA,NA
-271,"Uganda","Soroti/Serere","Woman","home","Ejumula","Naspot 12","Naspot 10 (Kabode)","A","C","A","C","B","A","sweet","A is very sweet",NA,NA,NA,NA
-277,"Uganda","Soroti/Serere","Man","home","Naspot 12","Naspot 10 (Kabode)","Kakamega","A","B","A","B","C","A","A is the best","Taste B is the sweetpotato",NA,NA,NA,NA
-278,"Uganda","Soroti/Serere","Woman","home","Naspot 12","Naspot 10 (Kabode)","Kakamega","B","C","B","C","A","B","B is the best sweetpotato","Taste B is bad sweetpotato",NA,NA,NA,NA
-279,"Uganda","Soroti/Serere","Woman","home","Naspot 12","Naspot 10 (Kabode)","Kakamega","A","C","A","C","B","A","Because it is like sweetpotato","The taste of A is the taste of sweetpotato",NA,NA,NA,NA
-281,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 13","Naspot 8","B","A","B","A","C","B","It is sweet","not sweet",NA,NA,NA,NA
-282,"Uganda","Soroti/Serere","Man","home","Naspot 10 (Kabode)","Naspot 13","Naspot 8","B","C","B","C","A","B","very nice","not nice",NA,NA,NA,NA
-283,"Uganda","Soroti/Serere","Man","home","Naspot 10 (Kabode)","Naspot 13","Naspot 8","B","C","B","C","A","B","It is sweet","It is not sweet in taste",NA,NA,NA,NA
-285,"Uganda","Soroti/Serere","Man","home","Naspot 13","Naspot 8","Ejumula","C","B","C","B","A","C","It was sweet","B is not sweet",NA,NA,NA,NA
-286,"Uganda","Soroti/Serere","Woman","home","Naspot 13","Naspot 8","Ejumula","C","A","C","A","B","C","C was very sweet","A is not sweet",NA,NA,NA,NA
-287,"Uganda","Soroti/Serere","Man","home","Naspot 13","Naspot 8","Ejumula","B","A","B","A","C","B","It was very sweet","A is not sweet",NA,NA,NA,NA
-293,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","Naspot 13","A","C","A","C","B","A","The taste is good","The taste is not nice",NA,NA,NA,NA
-294,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","Naspot 13","A","C","A","C","B","C","This sweetpotato is sweet and tasteful","Its appearance and taste is not good",NA,NA,NA,NA
-295,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","Naspot 13","A","B","A","B","C","A","This sweetpotato is sweet like sugar","tasteless",NA,NA,NA,NA
-297,"Uganda","Soroti/Serere","Man","home","Naspot 8","Ejumula","Kakamega","C","A","C","A","C","A","It is sweet","Appearance and taste is not good",NA,NA,NA,NA
-298,"Uganda","Soroti/Serere","Woman","home","Naspot 8","Ejumula","Kakamega","B","C","B","C","B","A","Color and taste is fine","The taste is not bad",NA,NA,NA,NA
-299,"Uganda","Soroti/Serere","Woman","home","Naspot 8","Ejumula","Kakamega","B","A","B","A","B","A","This sweetpotato is sweet and looks nice","Appearane and taste is not good",NA,NA,NA,NA
-304,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 12","Naspot 13","B","C","B","C","A","B","It is very sweet","The taste of B is sweeter",NA,NA,NA,NA
-305,"Uganda","Soroti/Serere","Man","home","Naspot 10 (Kabode)","Naspot 12","Naspot 13","B","A","B","A","C","B","It is very sweet","It is very sweet",NA,NA,NA,NA
-303,"Uganda","Soroti/Serere","Woman","home","Naspot 10 (Kabode)","Naspot 12","Naspot 13","A","B","A","B","C","A","It is very sweet","A is sweeter",NA,NA,NA,NA
-307,"Uganda","Soroti/Serere","Woman","home","Naspot 12","Naspot 10 (Kabode)","Naspot 8","C","A","C","A","B","C","It was very sweet and enjoyable","The sweetpotato was tasteless to eat",NA,NA,NA,NA
-308,"Uganda","Soroti/Serere","Man","home","Naspot 12","Naspot 10 (Kabode)","Naspot 8","B","C","B","C","A","B","The sweetpotato was very sweet","The sweetpotato was tasteless",NA,NA,NA,NA
-309,"Uganda","Soroti/Serere","Man","home","Naspot 12","Naspot 10 (Kabode)","Naspot 8","A","B","A","B","C","A","It was very sweet and enjoyable","The sweetpotato was tasteless",NA,NA,NA,NA
-311,"Uganda","Soroti/Serere","Man","home","Naspot 13","Naspot 8","Ejumula","B","A","B","A","C","B","It was very appetising with a nice aroma","It did not have an aroma and not appetising",NA,NA,NA,NA
-312,"Uganda","Soroti/Serere","Woman","home","Naspot 13","Naspot 8","Ejumula","A","C","A","C","B","A","It was very sweet and appetising","It was not appetising in taste and aroma",NA,NA,NA,NA
-313,"Uganda","Soroti/Serere","Woman","home","Naspot 13","Naspot 8","Ejumula","C","A","C","A","B","C","It was sweet","The taste was not good and lavked aroma",NA,NA,NA,NA
-315,"Uganda","Soroti/Serere","Woman","home","Kakamega","Naspot 13","Naspot 12","A","B","A","B","C","A","A is sweet","A is sweeter",NA,NA,NA,NA
-314,"Uganda","Soroti/Serere","Man","home","Kakamega","Naspot 13","Naspot 12","C","B","C","B","A","C","A is sweet","sweetpotato c is sweeter",NA,NA,NA,NA
-317,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","Naspot 10 (Kabode)","B","A","B","A","C","B","Appetising","Not appetising",NA,NA,NA,NA
-318,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","Naspot 10 (Kabode)","C","A","C","A","B","C","It was sweet","Not appetising esspecially in taste",NA,NA,NA,NA
-319,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","Naspot 10 (Kabode)","A","C","A","C","B","C","Very sweet and more appetising than others","Not stimulating an dappetising in appearance and tatse",NA,NA,NA,NA
-320,"Uganda","Soroti/Serere","Man","home","Naspot 8","Ejumula","Kakamega","B","C","B","C","A","B","It is very sweet","It is tasty",NA,NA,NA,NA
-321,"Uganda","Soroti/Serere","Man","home","Naspot 8","Ejumula","Kakamega","B","C","B","C","A","B","It is very sweet","It is not sweet",NA,NA,NA,NA
-325,"Uganda","Soroti/Serere","Man","home","Naspot 12","Naspot 8","Naspot 13","C","A","C","A","B","C","It's very sweet","It's not sweet",NA,NA,NA,NA
-326,"Uganda","Soroti/Serere","Man","home","Naspot 12","Naspot 8","Naspot 13","B","A","B","A","C","B","It is tasty","It is not tasty",NA,NA,NA,NA
-327,"Uganda","Soroti/Serere","Man","home","Naspot 12","Naspot 8","Naspot 13","C","A","C","A","B","C","It's very sweet","It's not sweet",NA,NA,NA,NA
-330,"Uganda","Soroti/Serere","Woman","home","Naspot 13","Naspot 10 (Kabode)","Ejumula","B","A","B","A","C","B","It was sweet with good aroma","Not appetising in taste",NA,NA,NA,NA
-329,"Uganda","Soroti/Serere","Man","home","Naspot 13","Naspot 10 (Kabode)","Ejumula","A","C","A","C","A","C","More appetising in taste and appearance","Not appetising in taste and color",NA,NA,NA,NA
-328,"Uganda","Soroti/Serere","Man","home","Naspot 13","Naspot 10 (Kabode)","Ejumula","C","B","C","B","A","C","It was very sweet","It was appetising in taste",NA,NA,NA,NA
-331,"Uganda","Soroti/Serere","Woman","home","Kakamega","Naspot 13","Naspot 12","B","C","B","C","A","B","not fibrous, cooks easily, needs little water to cook","fibrous, not sweet, takes long to cook",NA,NA,NA,NA
-332,"Uganda","Soroti/Serere","Woman","home","Kakamega","Naspot 13","Naspot 12","B","C","B","C","A","B","sweet and uses little water to cook","tasteless, not sweet and uses more firewood to cook",NA,NA,NA,NA
-333,"Uganda","Soroti/Serere","Man","home","Kakamega","Naspot 13","Naspot 12","B","C","B","C","A","B","very sweet, uses little water, color is admirable, not fibrous, cooks easily","not sweet, tasteless, fibrous, chokes when eating, hard to peel",NA,NA,NA,NA
-336,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","Naspot 10 (Kabode)","A","C","A","C","A","C","color and appearance is good, even heavy in weight; tastes good without salt","color and appearance not good, not smooth",NA,NA,NA,NA
-337,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","Naspot 10 (Kabode)","B","C","B","C","B","C","It is sweet and looks nice","Tatseless and rough",NA,NA,NA,NA
-85,"Uganda","Gulu","Woman","home","Kakamega","Naspot 12","Naspot 10 (Kabode)","B","C","B","C","B","A","So nice and good","So soft",NA,NA,NA,NA
-95,"Uganda","Gulu","Woman","home","Naspot 12","Naspot 10 (Kabode)","Naspot 8","A","C","A","C","B","A","So sweet","Not favorite sweetpotato",NA,NA,NA,NA
-96,"Uganda","Gulu","Man","home","Naspot 12","Naspot 10 (Kabode)","Naspot 8","A","C","A","C","B","A","So sweet","No favourite",NA,NA,NA,NA
-105,"Uganda","Gulu","Man","home","Naspot 8","Ejumula","Kakamega","C","A","C","B","B","A","It tastes sweet","Tasteless",NA,NA,NA,NA
-106,"Uganda","Gulu","Man","home","Naspot 8","Ejumula","Kakamega","C","A","C","A","B","C","Sweet","Tasteless",NA,NA,NA,NA
-107,"Uganda","Gulu","Woman","home","Naspot 8","Ejumula","Kakamega","B","A","B","C","C","A","Sweet","Tasteless",NA,NA,NA,NA
-121,"Uganda","Gulu","Woman","home","Naspot 10 (Kabode)","Naspot 13","Ejumula","A","C","A","C","B","A","Sp is good to at, and is tatsy and has a good smell","Not tasty: mit kur ngwece pe",NA,NA,NA,NA
-122,"Uganda","Gulu","Woman","home","Naspot 10 (Kabode)","Naspot 13","Ejumula","A","C","A","C","B","A","Sp is the best and god to be eaten and has a good smell","kur lim mit ngwece pe",NA,NA,NA,NA
-123,"Uganda","Gulu","Woman","home","Naspot 10 (Kabode)","Naspot 13","Ejumula","C","A","C","A","C","B","Very good","Nice but watery",NA,NA,NA,NA
-118,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","Naspot 10 (Kabode)","C","B","C","B","C","A","Sweet and good","Not very sweet",NA,NA,NA,NA
-116,"Uganda","Gulu","Man","home","Kakamega","Naspot 13","Naspot 12","B","A","B","A","C","B","Good","Not sweet",NA,NA,NA,NA
-114,"Uganda","Gulu","Woman","home","Kakamega","Naspot 13","Naspot 12","B","A","B","A","C","B","Very good","Not good",NA,NA,NA,NA
-115,"Uganda","Gulu","Man","home","Kakamega","Naspot 13","Naspot 12","B","A","B","A","C","B","Sweet","Not good",NA,NA,NA,NA
-110,"Uganda","Gulu","Man","home","Naspot 12","Naspot 8","Naspot 13","A","B","A","B","C","A","Sweet and soft","C is not sweet",NA,NA,NA,NA
-112,"Uganda","Gulu","Woman","home","Naspot 12","Naspot 8","Naspot 13","A","B","A","B","C","A","Sweet and soft","C is not sweet",NA,NA,NA,NA
-111,"Uganda","Gulu","Woman","home","Naspot 12","Naspot 8","Naspot 13","A","B","A","B","C","A","Sweet and soft","C is not sweet",NA,NA,NA,NA
-101,"Uganda","Gulu","Man","home","Ejumula","Kakamega","Naspot 10 (Kabode)","A","B","A","B","C","B","Sweet taste","Not very sweet",NA,NA,NA,NA
-102,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","Naspot 10 (Kabode)","A","B","A","B","C","B","Very sweet taste","Not very sweet",NA,NA,NA,NA
-103,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","Naspot 10 (Kabode)","A","B","A","B","C","B","Sweet taste","Liittle sweet taste",NA,NA,NA,NA
-99,"Uganda","Gulu","Man","home","Kakamega","Naspot 13","Naspot 12","A","B","A","B","A","C","Nice and smells good","B not nice",NA,NA,NA,NA
-93,"Uganda","Gulu","Woman","home","Naspot 10 (Kabode)","Naspot 12","Naspot 13","B","C","B","C","A","B","Not watery, good smell, just nice","Bad smell, watery and a little sweet",NA,NA,NA,NA
-91,"Uganda","Gulu","Woman","home","Naspot 10 (Kabode)","Naspot 12","Naspot 13","B","C","B","C","A","B","watery when cooked, but sweet and has a bad smell","Watery when cooked and has a bad smell",NA,NA,NA,NA
-92,"Uganda","Gulu","Woman","home","Naspot 10 (Kabode)","Naspot 12","Naspot 13","B","C","B","C","A","B","Not watery when cooked, has a good smell","Has a bad smell, a little sweet,watery when cooked",NA,NA,NA,NA
-89,"Uganda","Gulu","Woman","home","Naspot 8","Ejumula","Kakamega","B","C","B","C","B","A","So nice","Taste is not good",NA,NA,NA,NA
-81,"Uganda","Gulu","Man","home","Naspot 10 (Kabode)","Naspot 13","Naspot 8","A","C","B","C","A","B","CONTAINS TOO MUCH SUGAR","It is Watery",NA,NA,NA,NA
-82,"Uganda","Gulu","Woman","home","Naspot 10 (Kabode)","Naspot 13","Naspot 8","A","C","A","C","B","A","sweet","Not sweet",NA,NA,NA,NA
-83,"Uganda","Gulu","Man","home","Naspot 10 (Kabode)","Naspot 13","Naspot 8","A","C","A","C","B","A","Soft and sweet","Hard when cooked",NA,NA,NA,NA
-78,"Uganda","Gulu","Woman","home","Naspot 12","Naspot 10 (Kabode)","Kakamega","A","B","A","B","A","C","Sweet and hard","when cooked it gets wet and has no taste",NA,NA,NA,NA
-79,"Uganda","Gulu","Man","home","Naspot 12","Naspot 10 (Kabode)","Kakamega","A","B","A","B","A","C","Sweet and hard","Cooked get wet and has no taste",NA,NA,NA,NA
-75,"Uganda","Gulu","Woman","home","Naspot 8","Kakamega","Naspot 12","C","A","C","A","C","B","Sweet, Easily chewed","Not sweet and has a little bitter taste",NA,NA,NA,NA
-76,"Uganda","Gulu","Man","home","Naspot 8","Kakamega","Naspot 12","C","A","C","A","C","A","Palatable , sweet, and soft to be easily chewed","Not sweet",NA,NA,NA,NA
-59,"Uganda","Gulu","Woman","home","Ejumula","Naspot 8","Kakamega","B","C","B","C","B","A","so sweet and nice","not sweet with a little smell",NA,NA,NA,NA
-60,"Uganda","Gulu","Man","home","Ejumula","Naspot 8","Kakamega","B","C","B","C","B","A","nice and good","has some smell",NA,NA,NA,NA
-61,"Uganda","Gulu","Man","home","Ejumula","Naspot 8","Kakamega","B","C","B","C","B","A","very good and sweet","taste not good, has some smell",NA,NA,NA,NA
-54,"Uganda","Gulu","Man","home","Naspot 12","Naspot 13","Ejumula","C","A","C","A","B","C","so sweet","sweet ,good smell",NA,NA,NA,NA
-55,"Uganda","Gulu","Woman","home","Naspot 12","Naspot 13","Ejumula","C","A","C","A","B","C","so sweet","sweet, good smell",NA,NA,NA,NA
-51,"Uganda","Gulu","Woman","home","Kakamega","Naspot 8","Naspot 12","B","C","B","C","A","B","sweet","nice",NA,NA,NA,NA
-52,"Uganda","Gulu","Woman","home","Kakamega","Naspot 8","Naspot 12","C","A","C","A","B","C","sweet","waterly",NA,NA,NA,NA
-48,"Uganda","Gulu","Man","home","Naspot 10 (Kabode)","Ejumula","Kakamega","A","C","A","C","B","A","sweet","somehow salty, too waterly",NA,NA,NA,NA
-49,"Uganda","Gulu","Man","home","Naspot 10 (Kabode)","Ejumula","Kakamega","A","C","A","C","B","A","sweet taste","alot of water, somehow salty",NA,NA,NA,NA
-44,"Uganda","Gulu","Man","home","Naspot 13","Naspot 12","Naspot 10 (Kabode)","B","A","B","A","C","B","very soft, delicious","bad smell",NA,NA,NA,NA
-45,"Uganda","Gulu","Woman","home","Naspot 13","Naspot 12","Naspot 10 (Kabode)","B","A","B","A","C","B","very soft nice taste","smell is bad",NA,NA,NA,NA
-46,"Uganda","Gulu","Man","home","Naspot 13","Naspot 12","Naspot 10 (Kabode)","B","A","B","A","C","B","very soft tasted good","smell is bad",NA,NA,NA,NA
-40,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","Naspot 8","B","A","C","B","C","B","good taste, good smell","bad taste, bad smell",NA,NA,NA,NA
-41,"Uganda","Gulu","Man","home","Ejumula","Kakamega","Naspot 8","B","A","C","B","C","B","tasted delicious","bad smell too soft",NA,NA,NA,NA
-42,"Uganda","Gulu","Man","home","Ejumula","Kakamega","Naspot 8","B","A","C","B","C","B","delicipus, good appearance","smells bad, taste not good",NA,NA,NA,NA
-36,"Uganda","Gulu","Man","home","Ejumula","Kakamega","Naspot 12","A","B","A","B","A","C","so sweet","has bad smell",NA,NA,NA,NA
-37,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","Naspot 12","B","A","B","A","B","C","it is nice","it has bad smell",NA,NA,NA,NA
-38,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","Naspot 12","A","B","A","B","A","C","so sweet","it has a bad smell",NA,NA,NA,NA
-30,"Uganda","Gulu","Man","home","Kakamega","Naspot 8","Naspot 13","A","C","B","A","B","A","nice and sweet","sweet potato with code c is wet and not nice",NA,NA,NA,NA
-31,"Uganda","Gulu","Man","home","Kakamega","Naspot 8","Naspot 13","C","B","A","C","C","A","it is sweet smell","it has abundance of starch",NA,NA,NA,NA
-21,"Uganda","Gulu",NA,"home","Naspot 13","Naspot 12","Naspot 10 (Kabode)","A","C","A","C","B","A","sweet","not sweet as others",NA,NA,NA,NA
-22,"Uganda","Gulu",NA,"home","Naspot 13","Naspot 12","Naspot 10 (Kabode)","A","C","A","C","B","A","sweet","not sweet as others",NA,NA,NA,NA
-23,"Uganda","Gulu",NA,"home","Naspot 13","Naspot 12","Naspot 10 (Kabode)","A","C","A","C","B","A","sweet","not as sweet as others",NA,NA,NA,NA
-17,"Uganda","Gulu","Woman","home","Naspot 8","Naspot 12","Kakamega","B","C","A","C","B","C","sweet and palatable","not sweet, somehow bitter",NA,NA,NA,NA
-13,"Uganda","Gulu","Woman","home","Kakamega","Naspot 10 (Kabode)","Naspot 13","C","B","C","A","A","C","sweet and hard","when cooked gets wet, no taste",NA,NA,NA,NA
-14,"Uganda","Gulu","Woman","home","Kakamega","Naspot 10 (Kabode)","Naspot 13","C","B","A","B","A","C","sweet and hard","wet not tasty",NA,NA,NA,NA
-15,"Uganda","Gulu","Man","home","Kakamega","Naspot 10 (Kabode)","Naspot 13","C","B","A","C","A","C","sweet and hard","wet and has no taste",NA,NA,NA,NA
-9,"Uganda","Gulu","Woman","home","Ejumula","Naspot 13","Naspot 8","A","B","A","C","C","A","very nice and sweet","watery",NA,NA,NA,NA
-10,"Uganda","Gulu","Man","home","Ejumula","Naspot 13","Naspot 8","A","B","A","B","C","A","aroma makes it taste worth","soft and watery",NA,NA,NA,NA
-11,"Uganda","Gulu","Woman","home","Ejumula","Naspot 13","Naspot 8","A","C","A","C","B","A","swet, nice, not watery","tastless, watery",NA,NA,NA,NA
-7,"Uganda","Gulu","Woman","home","Naspot 12","Naspot 13","Naspot 10 (Kabode)","A","B","A","B","C","A","sweet and hard","wet and has no taste",NA,NA,NA,NA
-1,"Uganda","Gulu","Man","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","C","A","C","A","C","B","sweet","watery and fibrous",NA,NA,NA,NA
-2,"Uganda","Gulu","Man","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","B","C","B","C","A","B","so sweet, nice smell","rotten and it changes the smell",NA,NA,NA,NA
-3,"Uganda","Gulu","Woman","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","B","A","B","A","B","C","sweet, nice","watery, wet",NA,NA,NA,NA
-346,"Uganda","Wakiso","Woman","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","B","A","B","A","C","A","pale color","unattractive orange color, bad green smell",NA,NA,NA,NA
-354,"Uganda","Wakiso","Woman","home","Naspot 8","Naspot 12","Kakamega","C","B","C","B","A","C","sweet like ripe bananas","bad taste",NA,NA,NA,NA
-364,"Uganda","Wakiso","Woman","home","Naspot 8","Naspot 12","Naspot 10 (Kabode)","C","B","C","B","A","C","hard and sweet","no aroma",NA,NA,NA,NA
-365,"Uganda","Wakiso","Woman","home","Ejumula","Naspot 10 (Kabode)","Naspot 8","C","B","C","B","A","C","sweet and hard","not sweet, bad odor",NA,NA,NA,NA
-366,"Uganda","Wakiso","Man","home","Ejumula","Naspot 10 (Kabode)","Naspot 8","A","B","C","B","A","C","It is soft on shewing and has a good taste","It's less tasty and has a bad odor",NA,NA,NA,NA
-375,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","Naspot 12","A","C","A","C","A","B","It's very delicious","It's sweet buit not than A and B",NA,NA,NA,NA
-376,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","Naspot 12","A","C","A","C","A","B","good in every way","It's sweet but not more than A and B",NA,NA,NA,NA
-377,"Uganda","Wakiso","Man","home","Ejumula","Kakamega","Naspot 12","A","C","A","C","A","C","it's sweet","sweet but so hard",NA,NA,NA,NA
-379,"Uganda","Wakiso","Man","home","Naspot 13","Naspot 12","Naspot 10 (Kabode)","A","B","A","C","A","C","It is sweet as sugar","sweet and i like it",NA,NA,NA,NA
-389,"Uganda","Wakiso","Woman","home","Naspot 13","Kakamega","Naspot 10 (Kabode)","A","B","A","B","C","A","it is very sweet","it is not sweet like A",NA,NA,NA,NA
-390,"Uganda","Wakiso","Man","home","Naspot 13","Kakamega","Naspot 10 (Kabode)","A","B","A","B","C","A","it is very sweet","it is not sweet like  A",NA,NA,NA,NA
-399,"Uganda","Wakiso","Woman","home","Naspot 10 (Kabode)","Naspot 8","Naspot 12","A","B","A","B","A","C","very sweetand i like it","SP A is the sweet one",NA,NA,NA,NA
-400,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Naspot 8","Naspot 12","A","B","C","B","A","C","SP A is nice, attractive, it is extremely nice","It's just that SP A is just extremely good",NA,NA,NA,NA
-423,"Uganda","Wakiso","Man","home","Ejumula","Kakamega","Naspot 13","A","C","A","C","A","C","Has a good taste like sugar in the mpouth, it is not hard when you are eating","sweet like sugar but has a hard body, stained appearance",NA,NA,NA,NA
-424,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","Naspot 13","A","C","A","C","A","C","sweet, soft","too sweet, too hard",NA,NA,NA,NA
-428,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Naspot 12","Naspot 13","A","B","A","B","C","A","This type A is very sweet and also the appearanece is good but it has enough sugar","This type is tasteless, when you're eating, it's li",NA,NA,NA,NA
-347,"Uganda","Wakiso","Man","home","Ejumula","Kakamega","Naspot 8","A","C","A","C","A","B","Sweet enough, nice aroma","Not as sweet as others",NA,NA,NA,NA
-348,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","Naspot 8","A","C","A","C","A","B","Sweetenough, enough aroma","Not sweet enough",NA,NA,NA,NA
-349,"Uganda","Wakiso","Woman","home","Naspot 12","Naspot 13","Naspot 10 (Kabode)","C","A","C","A","B","A","Sweet and smells like yam","Not sweet, no aroma",NA,NA,NA,NA
-351,"Uganda","Wakiso","Woman","home","Kakamega","Naspot 10 (Kabode)","Naspot 13","C","B","A","C","C","B","very sweet, not fibrous and not sapy","not sweet, fibrous and very soft",NA,NA,NA,NA
-352,"Uganda","Wakiso","Woman","home","Kakamega","Naspot 10 (Kabode)","Naspot 13","A","B","A","C","C","B","sweeter than other varieties","sweet, hard and not fibrous",NA,NA,NA,NA
-353,"Uganda","Wakiso","Woman","home","Kakamega","Naspot 10 (Kabode)","Naspot 13","B","C","B","C","A","B","hard, mealy, nice aroma","soft",NA,NA,NA,NA
-355,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Naspot 8","Naspot 13","C","A","B","C","C","B","sweet and hard","sweet but soft and fibrous",NA,NA,NA,NA
-356,"Uganda","Wakiso","Man","home","Naspot 12","Ejumula","Naspot 8","B","C","B","A","A","B","not fibrous, sweet","not tasty",NA,NA,NA,NA
-357,"Uganda","Wakiso","Man","home","Naspot 12","Ejumula","Naspot 8","B","A","B","A","C","A","soft and delicious","less delicious and fibrous",NA,NA,NA,NA
-359,"Uganda","Wakiso","Man","home","Naspot 8","Kakamega","Ejumula","C","A","C","A","B","C","tasty, nice flavor","lacks flavor",NA,NA,NA,NA
-360,"Uganda","Wakiso","Man","home","Naspot 8","Kakamega","Ejumula","C","A","B","C","B","C","good taste","bad taste",NA,NA,NA,NA
-361,"Uganda","Wakiso","Woman","home","Ejumula","Naspot 10 (Kabode)","Kakamega","A","C","A","C","B","A","a bit hard and smooth","too soft and not tasty",NA,NA,NA,NA
-362,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","C","B","C","A","C","B","sweet","sweet",NA,NA,NA,NA
-363,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","B","A","C","B","B","A","tastes like pumpkin","tastless",NA,NA,NA,NA
-367,"Uganda","Wakiso","Woman","home","Kakamega","Naspot 8","Naspot 13","B","A","C","B","B","C","sweet with good smell","tasteless, crunchy",NA,NA,NA,NA
-368,"Uganda","Wakiso","Woman","home","Naspot 10 (Kabode)","Ejumula","Naspot 8","B","C","A","B","A","B","very sweet","very sweet",NA,NA,NA,NA
-369,"Uganda","Wakiso","Woman","home","Naspot 10 (Kabode)","Ejumula","Naspot 8","B","C","B","C","A","B","very nice","very sweet according to B",NA,NA,NA,NA
-370,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Ejumula","Naspot 8","C","B","A","C","A","C","very nice","very sweet",NA,NA,NA,NA
-371,"Uganda","Wakiso","Woman","home","Naspot 13","Naspot 10 (Kabode)","Ejumula","C","B","C","A","A","B","sweet like honey","tastes like not well boiled",NA,NA,NA,NA
-372,"Uganda","Wakiso","Woman","home","Naspot 13","Naspot 10 (Kabode)","Ejumula","A","B","A","C","C","B","tastes good ,sweet","tastes like not well cooked",NA,NA,NA,NA
-373,"Uganda","Wakiso","Woman","home","Naspot 12","Naspot 13","Kakamega","C","A","C","B","B","C","nice aroma, sweet","under whelming color",NA,NA,NA,NA
-378,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","Naspot 8","B","A","B","A","C","B","hard, delicious","not sweet",NA,NA,NA,NA
-380,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Ejumula","Kakamega","B","A","B","A","C","B","sweet","crunchy like yam",NA,NA,NA,NA
-381,"Uganda","Wakiso","Woman","home","Naspot 12","Naspot 13","Ejumula","C","A","C","A","B","C","good scent","not sweet",NA,NA,NA,NA
-382,"Uganda","Wakiso","Man","home","Naspot 12","Naspot 13","Ejumula","C","A","C","A","B","C","sweeter than others","less sugar, bad smell",NA,NA,NA,NA
-383,"Uganda","Wakiso","Woman","home","Naspot 12","Naspot 13","Ejumula","C","A","C","A","B","A","sweet","not sweet, bad appearance",NA,NA,NA,NA
-384,"Uganda","Wakiso","Woman","home","Naspot 8","Naspot 10 (Kabode)","Naspot 13","A","C","A","C","A","C","sweet, soft, smooth","fibrous, bad colr",NA,NA,NA,NA
-385,"Uganda","Wakiso","Woman","home","Naspot 8","Naspot 10 (Kabode)","Naspot 13","B","A","C","B","C","B","some how sweet","not sweet",NA,NA,NA,NA
-444,"Uganda","Wakiso","Woman","home","Naspot 8","Naspot 10 (Kabode)","Naspot 13","C","A","B","C","B","C","sweet, hard, not fibrous","not too sweet",NA,NA,NA,NA
-386,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Ejumula","Naspot 8","B","C","B","C","B","C","shinny skin, sweet","not very sweet",NA,NA,NA,NA
-387,"Uganda","Wakiso","Man","home","Ejumula","Naspot 8","Kakamega","A","B","A","B","C","A","smooth","too soft",NA,NA,NA,NA
-388,"Uganda","Wakiso","Man","home","Ejumula","Naspot 8","Kakamega","C","B","C","B","A","C","mealy, not watery, sweeter than A and B","watery, not as sweet as A and C",NA,NA,NA,NA
-392,"Uganda","Wakiso","Woman","home","Naspot 8","Naspot 10 (Kabode)","Ejumula","C","B","C","B","A","C","sweet","less sweet",NA,NA,NA,NA
-393,"Uganda","Wakiso","Man","home","Naspot 8","Naspot 10 (Kabode)","Ejumula","C","B","A","B","A","C","mealy, hard","too sweet, too soft, bad color",NA,NA,NA,NA
-394,"Uganda","Wakiso","Woman","home","Naspot 8","Naspot 10 (Kabode)","Ejumula","C","B","A","C","A","C","sweeter","tastless",NA,NA,NA,NA
-395,"Uganda","Wakiso","Woman","home","Kakamega","Naspot 12","Ejumula","C","B","C","A","A","C","C is very sweet","C is very good but not very swwet",NA,NA,NA,NA
-396,"Uganda","Wakiso","Man","home","Ejumula","Kakamega","Naspot 13","C","B","C","B","C","A","hard enough, moderately sweet","too sweet, soft",NA,NA,NA,NA
-397,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","Naspot 13","A","B","A","B","A","C","hard, not very sweet","too sweet, very soft",NA,NA,NA,NA
-398,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","Naspot 13","A","B","A","B","A","C","mealy, not very sweet","too soft",NA,NA,NA,NA
-401,"Uganda","Wakiso","Woman","home","Naspot 12","Naspot 13","Kakamega","B","C","B","C","A","B","taste is good","taste is not good",NA,NA,NA,NA
-402,"Uganda","Wakiso","Man","home","Naspot 13","Ejumula","Naspot 8","B","A","B","A","C","B","not very sweet, moderately sweet","too sweet",NA,NA,NA,NA
-403,"Uganda","Wakiso","Woman","home","Naspot 13","Ejumula","Naspot 8","B","A","B","C","C","A","not too much sugar","contains too much sugar",NA,NA,NA,NA
-404,"Uganda","Wakiso","Man","home","Naspot 8","Kakamega","Naspot 10 (Kabode)","C","A","C","A","C","B","good for flour","moderate sugar",NA,NA,NA,NA
-405,"Uganda","Wakiso","Woman","home","Kakamega","Naspot 10 (Kabode)","Naspot 13","C","A","C","A","C","A","moderately seet",NA,NA,NA,NA,NA
-406,"Uganda","Wakiso","Man","home","Ejumula","Naspot 12","Kakamega","A","B","C","B","A","C","not too much sugar but sweet","less sugar",NA,NA,NA,NA
-407,"Uganda","Wakiso","Woman","home","Ejumula","Naspot 12","Kakamega","A","B","A","B","C","A","sugary","less tasty",NA,NA,NA,NA
-408,"Uganda","Wakiso","Man","home","Ejumula","Naspot 12","Kakamega","B","C","B","C","A","C","soft and mealy","not sweet",NA,NA,NA,NA
-350,"Uganda","Wakiso","Woman","home","Ejumula","Naspot 13","Naspot 8","B","C","B","C","A","B","mealy","too soft",NA,NA,NA,NA
-441,"Uganda","Wakiso","Man","home","Kakamega","Naspot 13","Naspot 12","B","C","B","C","B","A","It is very nice and so sweet, with a good smell","It is not sweet, has some threads",NA,NA,NA,NA
-442,"Uganda","Wakiso","Woman","home","Kakamega","Naspot 13","Naspot 12","B","C","B","C","B","A","B is very sweet, smelling like a pumpkin","It is not sweet, it is like water",NA,NA,NA,NA
-440,"Uganda","Wakiso","Woman","home","Naspot 12","Naspot 8","Naspot 13","B","A","B","A","C","B","It is sweet like sugarcane","There isn't enough sugar",NA,NA,NA,NA
-438,"Uganda","Wakiso","Woman","home","Naspot 10 (Kabode)","Naspot 12","Naspot 8","A","B","A","B","C","A","According to my taste, it is sweeter","Not sweet at all",NA,NA,NA,NA
-439,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Naspot 12","Naspot 8","B","C","B","A","A","B","It is very sweet and has a rich aroma","Not sweet at all",NA,NA,NA,NA
-436,"Uganda","Wakiso","Man","home","Naspot 8","Ejumula","Kakamega","B","C","B","A","A","C","B is the sweetes","A is hard but was ot sweet",NA,NA,NA,NA
-437,"Uganda","Wakiso","Woman","home","Naspot 8","Ejumula","Kakamega","A","B","A","B","C","A","sweet and hard","B has a bad smell",NA,NA,NA,NA
-434,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","Naspot 10 (Kabode)","A","C","A","C","B","A","A had a heavier taste than C and B","C has little sugar",NA,NA,NA,NA
-435,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","Naspot 10 (Kabode)","A","B","A","B","C","A","not watery, mealy, very sweet","Not rich in aroma, not very sweet",NA,NA,NA,NA
-431,"Uganda","Wakiso","Woman","home","Kakamega","Naspot 13","Naspot 12","A","C","B","C","A","B","very sweet, hard peel, marketable","not sweet",NA,NA,NA,NA
-432,"Uganda","Wakiso","Man","home","Kakamega","Naspot 13","Naspot 12","B","C","B","C","B","A","It is good in color and tastes better when eaten","It us salty and has a bad smell",NA,NA,NA,NA
-433,"Uganda","Wakiso","Woman","home","Kakamega","Naspot 13","Naspot 12","B","C","B","C","B","C","sweet, rich aroma, mealy, attractive peel","not very sweet, not mealy, bad peel",NA,NA,NA,NA
-429,"Uganda","Wakiso","Man","home","Naspot 13","Naspot 8","Ejumula","C","B","A","B","C","B","According to my taste it is the sweetest","According to me, the appearance and the taste",NA,NA,NA,NA
-430,"Uganda","Wakiso","Woman","home","Naspot 13","Naspot 8","Ejumula","A","B","A","B","A","B","A is sweeter than B and C",NA,NA,NA,NA,NA
-425,"Uganda","Wakiso","Woman","home","Naspot 8","Ejumula","Kakamega","B","A","B","A","C","B","Tastes sweet","It iastes very nice",NA,NA,NA,NA
-426,"Uganda","Wakiso","Man","home","Naspot 8","Ejumula","Kakamega","B","C","B","C","A","B","It was so soft","It was too sweet",NA,NA,NA,NA
-421,"Uganda","Wakiso","Woman","home","Naspot 13","Naspot 8","Ejumula","A","C","B","A","B","A","sweet, mealy","too soft when cooked",NA,NA,NA,NA
-422,"Uganda","Wakiso","Man","home","Naspot 13","Naspot 8","Ejumula","A","C","B","A","B","A","It is sweet and mealy","It is sweet but too soft",NA,NA,NA,NA
-420,"Uganda","Wakiso","Woman","home","Naspot 10 (Kabode)","Naspot 13","Naspot 8","C","B","C","B","A","C","Moderately moist so it is solid when cooked","It is sticky and has a bad smell",NA,NA,NA,NA
-419,"Uganda","Wakiso","Man","home","Naspot 10 (Kabode)","Naspot 13","Naspot 8","B","A","B","A","C","B","sweet","tasteless",NA,NA,NA,NA
-418,"Uganda","Wakiso","Woman","home","Naspot 8","Kakamega","Naspot 12","B","C","B","A","A","B",NA,"maly, noe color, big size",NA,NA,NA,NA
-416,"Uganda","Wakiso","Woman","home","Ejumula","Naspot 12","Naspot 10 (Kabode)","A","C","A","C","B","A","It is very sweet, good in color","No sugar, has no taste",NA,NA,NA,NA
-417,"Uganda","Wakiso","Woman","home","Ejumula","Naspot 12","Naspot 10 (Kabode)","A","C","A","C","B","A","It has good taste, goof in color, has flavor","Has no taste, takes long to get ready",NA,NA,NA,NA
-414,"Uganda","Wakiso","Man","home","Kakamega","Ejumula","Naspot 13","C","A","C","A","C","A","moderately sweet, no lingering taste","bad appearance,",NA,NA,NA,NA
-415,"Uganda","Wakiso","Man","home","Kakamega","Ejumula","Naspot 13","B","A","B","A","B","A","moderately sweet","Not as sweet as sweetpotato usually is",NA,NA,NA,NA
-411,"Uganda","Wakiso","Woman","home","Naspot 12","Naspot 13","Naspot 8","B","C","B","C","B","C","sweet, nice aroma, mealy","Not sweet",NA,NA,NA,NA
-412,"Uganda","Wakiso","Man","home","Naspot 12","Naspot 13","Naspot 8","B","C","B","C","B","A","Tastes sweet like something with sugar","Does not taste sweet",NA,NA,NA,NA
-413,"Uganda","Wakiso","Man","home","Naspot 12","Naspot 13","Naspot 8","B","C","B","C","B","A","It is sweet","Not sweet",NA,NA,NA,NA
-409,"Uganda","Wakiso","Woman","home","Naspot 10 (Kabode)","Naspot 8","Ejumula","C","B","C","B","A","C","sweet smell, swet","not sweet enough",NA,NA,NA,NA
+6,"Uganda","Gulu","Woman","community","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","B","A","C","B","B","C","It has high dry matter content","not too sweet",NA,NA,NA,NA
+18,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 8","NASPOT 13","B","A","B","C","C","B","nice, sweet","sweet",NA,NA,NA,NA
+24,"Uganda","Gulu","Man","community","NASPOT 13","NASPOT 10 (Kabode)","Kakamega","A","C","A","C","B","A","sweet","wet",NA,NA,NA,NA
+25,"Uganda","Gulu","Man","community","NASPOT 12","NASPOT 10 (Kabode)","NASPOT 13","A","B","A","B","C","A","very sweet and nice","it is wet and not sweet",NA,NA,NA,NA
+27,"Uganda","Gulu","Man","community","Ejumula","NASPOT 13","NASPOT 12","A","B","A","B","C","A","it is sweet, moderately hard",NA,NA,NA,NA,NA
+56,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 12","NASPOT 10 (Kabode)","A","C","A","C","A","C","It is good and dry","It has a bad smell",NA,NA,NA,NA
+62,"Uganda","Gulu","Man","community","NASPOT 13","Kakamega","NASPOT 10 (Kabode)","B","A","B","A","C","B","good smell and sweet","nt nice",NA,NA,NA,NA
+63,"Uganda","Gulu","Woman","community","NASPOT 12","Ejumula","NASPOT 8","B","A","B","A","C","B","sweetness and soft","not sweet",NA,NA,NA,NA
+73,"Uganda","Gulu","Woman","community","NASPOT 10 (Kabode)","NASPOT 13","Kakamega","C","B","C","B","A","C","sweet and moderately hard","not swet and wet",NA,NA,NA,NA
+74,"Uganda","Gulu","Woman","community","Kakamega","Ejumula","NASPOT 10 (Kabode)","B","C","B","C","B","A","very good and sweet","It is sweet but so soft",NA,NA,NA,NA
+77,"Uganda","Gulu","Woman","community","NASPOT 10 (Kabode)","Ejumula","Kakamega","B","C","B","C","B","A","sweet and nice","bad smell",NA,NA,NA,NA
+88,"Uganda","Gulu","Woman","community","NASPOT 8","NASPOT 10 (Kabode)","Kakamega","C","B","C","B","A","C","Its sweet and palatable","It's  fibrous and watery",NA,NA,NA,NA
+108,"Uganda","Gulu","Woman","community","Ejumula","NASPOT 13","Kakamega","C","A","C","A","C","B","Has high dry matter contebt","It has a bad sme;;",NA,NA,NA,NA
+109,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 10 (Kabode)","NASPOT 8","C","B","C","B","C","A","very good and nice","so soft and has some smell",NA,NA,NA,NA
+113,"Uganda","Gulu","Woman","community","Ejumula","Kakamega","NASPOT 12","A","C","A","C","A","B","so sweet and good","bad taste and has some smell",NA,NA,NA,NA
+4,"Uganda","Gulu","Man","community","NASPOT 10 (Kabode)","Ejumula","NASPOT 8","B","C","B","C","A","B","Sweet, crunchy and suitable for breakfast with simisim paste for tea","sweet, soft, with fibres",NA,NA,NA,NA
+5,"Uganda","Gulu","Woman","community","NASPOT 12","NASPOT 13","Ejumula","C","B","C","B","A","C","Sweet","Watery",NA,NA,NA,NA
+8,"Uganda","Gulu","Woman","community","NASPOT 8","Ejumula","NASPOT 12","B","A","B","A","C","B","Good smell and sweet","Wet",NA,NA,NA,NA
+12,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 8","NASPOT 12","B","C","B","C","A","B","Nice","Nice and sweet",NA,NA,NA,NA
+16,"Uganda","Gulu","Woman","community","NASPOT 12","Kakamega","NASPOT 10 (Kabode)","A","C","B","A","B","A","Sweetand has high dry matter","Low dry matter",NA,NA,NA,NA
+19,"Uganda","Gulu","Woman","community","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","B","A","B","A","C","A","Not wet but sweet","Very wet and not sweet",NA,NA,NA,NA
+20,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 12","NASPOT 10 (Kabode)","B","C","B","C","A","B","It tastes nice","It's tasteless",NA,NA,NA,NA
+26,"Uganda","Gulu","Woman","community","NASPOT 10 (Kabode)","Ejumula","NASPOT 12","B","A","B","A","C","B","Sweet","It's not sweet and wet",NA,NA,NA,NA
+28,"Uganda","Gulu","Woman","community","NASPOT 13","Kakamega","NASPOT 10 (Kabode)","A","B","C","B","A","C","Very good","It's not sweet",NA,NA,NA,NA
+29,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 12","NASPOT 8","C","A","C","A","C","A","Very nice","It's not sweet an the color is not good",NA,NA,NA,NA
+32,"Uganda","Gulu","Woman","community","NASPOT 10 (Kabode)","NASPOT 13","Kakamega","B","A","B","A","B","C","Very sweet","It's so soft",NA,NA,NA,NA
+33,"Uganda","Gulu","Woman","community","NASPOT 12","NASPOT 8","Ejumula","A","B","C","A","A","B","Has a good smell and high dry matter content","Has a low dry matter content",NA,NA,NA,NA
+34,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","B","C","B","C","A","B","It's sweet","It's watery",NA,NA,NA,NA
+35,"Uganda","Gulu","Woman","community","NASPOT 12","NASPOT 10 (Kabode)","NASPOT 13","C","A","C","A","B","C","It's sweet and the smell is good","the smell",NA,NA,NA,NA
+39,"Uganda","Gulu","Woman","community","Ejumula","NASPOT 8","NASPOT 12","A","B","A","B","C","A","It's sweet","Bad smell and fibrous",NA,NA,NA,NA
+43,"Uganda","Gulu","Woman","community","Ejumula","NASPOT 13","NASPOT 8","C","B","C","B","A","C","Sweet","Watery",NA,NA,NA,NA
+47,"Uganda","Gulu","Woman","community","NASPOT 8","NASPOT 13","NASPOT 12","C","B","C","B","C","A","Sweet and good","Not sweet",NA,NA,NA,NA
+50,"Uganda","Gulu","Woman","community","Ejumula","NASPOT 13","Kakamega","A","B","A","B","A","B","Tastes sweet and has good dry matter","Has low dry matter content",NA,NA,NA,NA
+53,"Uganda","Gulu","Man","community","NASPOT 8","Ejumula","Kakamega","B","A","B","A","C","B","Sweet","Not sweet",NA,NA,NA,NA
+57,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 8","NASPOT 10 (Kabode)","B","C","B","C","A","B","Sweet, nice","Sweet",NA,NA,NA,NA
+58,"Uganda","Gulu","Woman","community","NASPOT 13","NASPOT 12","Ejumula","C","A","C","A","B","C","Sweetness","Watery and not sweet",NA,NA,NA,NA
+64,"Uganda","Gulu","Woman","community","Ejumula","NASPOT 12","NASPOT 13","A","C","B","A","A","B","Sweet, dry matter content is good","It is wet",NA,NA,NA,NA
+65,"Uganda","Gulu","Woman","community","NASPOT 12","Kakamega","NASPOT 8","C","B","C","B","A","C","Sweetness","Not sweet",NA,NA,NA,NA
+66,"Uganda","Gulu","Man","community","NASPOT 8","NASPOT 12","NASPOT 13","B","C","B","C","B","A","Very nice and sweet","So soft and wet",NA,NA,NA,NA
+67,"Uganda","Gulu","Man","community","NASPOT 10 (Kabode)","Kakamega","Ejumula","B","A","B","A","C","B","Very sweet and nice","Wet and full of threads",NA,NA,NA,NA
+68,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","C","A","C","A","B","C","It's sweet","It's watery",NA,NA,NA,NA
+69,"Uganda","Gulu","Woman","community","NASPOT 8","Ejumula","NASPOT 13","B","C","B","A","B","A","It's sweet and nice","It has low dry matter content",NA,NA,NA,NA
+70,"Uganda","Gulu","Woman","community","NASPOT 12","NASPOT 13","NASPOT 10 (Kabode)","B","C","B","C","A","B","It smells good","Watery",NA,NA,NA,NA
+71,"Uganda","Gulu","Woman","community","NASPOT 13","Kakamega","NASPOT 10 (Kabode)","B","C","B","C","A","B","It's sweet, smells good","It's watery and has a bad smell",NA,NA,NA,NA
+72,"Uganda","Gulu","Woman","community","NASPOT 10 (Kabode)","NASPOT 8","NASPOT 13","B","C","B","C","A","B","Sweet","Too sweet",NA,NA,NA,NA
+80,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 10 (Kabode)","NASPOT 8","C","B","C","B","A","C","Sweet","Watery",NA,NA,NA,NA
+84,"Uganda","Gulu","Woman","community","Kakamega","Ejumula","NASPOT 13","A","C","A","C","B","A","Moderately hard and sweet","Not sweet and very wet",NA,NA,NA,NA
+87,"Uganda","Gulu","Woman","community","NASPOT 10 (Kabode)","NASPOT 8","Kakamega","A","B","A","B","C","A","It's sweet and nice","Too swee and wet",NA,NA,NA,NA
+90,"Uganda","Gulu","Woman","community","NASPOT 12","NASPOT 10 (Kabode)","Ejumula","C","B","C","B","A","C","It's sweet and palatable","It is watery",NA,NA,NA,NA
+94,"Uganda","Gulu","Woman","community","Ejumula","NASPOT 13","Kakamega","A","B","A","B","A","C","So nice and good","Soft and wet",NA,NA,NA,NA
+97,"Uganda","Gulu","Woman","community","NASPOT 13","Ejumula","Kakamega","B","A","B","A","C","B","Moderately hard and sweet","Very wet and not sweet",NA,NA,NA,NA
+98,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 8","NASPOT 10 (Kabode)","B","C","B","C","A","B","Moderately dry and sweet","It's watery",NA,NA,NA,NA
+100,"Uganda","Gulu","Woman","community","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 12","C","A","C","B","C","B","Sweet nice","Sweet and nice",NA,NA,NA,NA
+104,"Uganda","Gulu","Woman","community","Kakamega","NASPOT 13","NASPOT 10 (Kabode)","C","A","C","A","C","B","Smells good, moderately hard, sweet","Not sweet, wet and too much fibre",NA,NA,NA,NA
+117,"Uganda","Gulu","Woman","community","NASPOT 8","NASPOT 12","NASPOT 13","A","C","A","C","B","A","Sweet","Not sweet",NA,NA,NA,NA
+124,"Uganda","Soroti/Serere","Man","community","Kakamega","NASPOT 12","NASPOT 13","A","B","A","C","C","B","It is sweet as sugar","not as sweet as sugar",NA,NA,NA,NA
+128,"Uganda","Soroti/Serere","Woman","community","Ejumula","NASPOT 10 (Kabode)","NASPOT 13","A","C","A","C","B","A","NR","NR",NA,NA,NA,NA
+129,"Uganda","Soroti/Serere","Man","community","NASPOT 8","NASPOT 10 (Kabode)","NASPOT 13","A","B","A","B","C","A","very sweet","so watery",NA,NA,NA,NA
+135,"Uganda","Soroti/Serere","Man","community","NASPOT 8","NASPOT 12","Ejumula","C","B","C","B","A","C","It is very good and nice","It has no good taste",NA,NA,NA,NA
+136,"Uganda","Soroti/Serere","Man","community","NASPOT 8","NASPOT 10 (Kabode)","NASPOT 13","B","C","B","C","A","B","the taste is very good","It is not good",NA,NA,NA,NA
+137,"Uganda","Soroti/Serere","Woman","community","NASPOT 13","NASPOT 8","NASPOT 12","A","C","A","C","B","A","sweet and nice taste","tasteless and hard",NA,NA,NA,NA
+139,"Uganda","Soroti/Serere","Man","community","Kakamega","NASPOT 13","Ejumula","C","A","C","A","B","C","sweet flavor","sweet and tasty",NA,NA,NA,NA
+141,"Uganda","Soroti/Serere","Man","community","NASPOT 13","Ejumula","Kakamega","A","B","A","C","C","A","it is most sugary than others","It is sweet",NA,NA,NA,NA
+147,"Uganda","Soroti/Serere","Man","community","NASPOT 8","NASPOT 12","NASPOT 13","A","B","A","B","C","A","Very suitable in taste","It is not good in taste",NA,NA,NA,NA
+149,"Uganda","Soroti/Serere","Man","community","NASPOT 13","Ejumula","NASPOT 8","B","A","B","A","C","B","It was sweet","It is not sweet",NA,NA,NA,NA
+151,"Uganda","Soroti/Serere","Woman","community","Kakamega","NASPOT 10 (Kabode)","NASPOT 12","A","C","A","C","B","A","sweet","sweet and tasty",NA,NA,NA,NA
+154,"Uganda","Soroti/Serere","Man","community","Kakamega","NASPOT 12","NASPOT 8","A","C","A","C","B","A","it is so sweet for me","at times it is so smelly",NA,NA,NA,NA
+156,"Uganda","Soroti/Serere","Man","community","Kakamega","NASPOT 8","NASPOT 13","C","B","C","B","A","C","This SP is so sweet without salt","It's tasteless",NA,NA,NA,NA
+158,"Uganda","Soroti/Serere","Woman","community","Ejumula","NASPOT 8","Kakamega","C","B","C","B","A","C","It appetises and the odor is also good","not sweet enough, mealy",NA,NA,NA,NA
+164,"Uganda","Soroti/Serere","Man","community","NASPOT 10 (Kabode)","Ejumula","NASPOT 8","B","C","B","C","A","B","sweet and enjoyable","It is not very sweet and the odour is not pleasing",NA,NA,NA,NA
+168,"Uganda","Soroti/Serere","Man","community","NASPOT 12","NASPOT 13","Ejumula","C","B","C","A","A","C","sweet","less sugar",NA,NA,NA,NA
+119,"Uganda","Soroti/Serere","Woman","community","NASPOT 12","Kakamega","NASPOT 13","C","A","C","A","B","C","sweetest of all","tasteless",NA,NA,NA,NA
+120,"Uganda","Soroti/Serere","Man","community","NASPOT 8","NASPOT 12","NASPOT 13","C","A","C","A","C","B","Sweeter than others","A bit tasteless",NA,NA,NA,NA
+125,"Uganda","Soroti/Serere","Man","community","NASPOT 13","NASPOT 10 (Kabode)","NASPOT 12","A","C","A","C","B","A","Tates sweeter than others","Almost tasteless",NA,NA,NA,NA
+126,"Uganda","Soroti/Serere","Man","community","Kakamega","NASPOT 12","Ejumula","A","B","C","B","A","C","Sweet","Not sweet",NA,NA,NA,NA
+127,"Uganda","Soroti/Serere","Woman","community","NASPOT 8","NASPOT 13","NASPOT 12","B","C","B","C","A","B","Sweeter than others","It has alot of threads in it",NA,NA,NA,NA
+130,"Uganda","Soroti/Serere","Woman","community","NASPOT 10 (Kabode)","Ejumula","NASPOT 8","B","A","B","A","C","B","Very sweet","No taste and has fibres",NA,NA,NA,NA
+131,"Uganda","Soroti/Serere","Woman","community","NASPOT 8","Kakamega","NASPOT 12","B","C","B","C","A","B","Has a good taste","Tasteless",NA,NA,NA,NA
+132,"Uganda","Soroti/Serere","Man","community","NASPOT 12","NASPOT 13","NASPOT 10 (Kabode)","B","A","B","A","C","B","Sweet and nice","Tasteless",NA,NA,NA,NA
+133,"Uganda","Soroti/Serere","Man","community","Ejumula","NASPOT 12","NASPOT 8","A","C","A","C","B","A","Very sweet","Not good",NA,NA,NA,NA
+134,"Uganda","Soroti/Serere","Woman","community","NASPOT 8","NASPOT 13","Kakamega","A","C","A","C","B","A","Very sweet and nice","Not sweet",NA,NA,NA,NA
+138,"Uganda","Soroti/Serere","Woman","community","NASPOT 8","NASPOT 13","NASPOT 10 (Kabode)","B","C","B","C","A","B","Too sweet and attractive in color","Watery",NA,NA,NA,NA
+140,"Uganda","Soroti/Serere","Man","community","NASPOT 13","NASPOT 10 (Kabode)","Ejumula","A","B","A","B","C","B","Soft and sweet","Watrey",NA,NA,NA,NA
+142,"Uganda","Soroti/Serere","Man","community","NASPOT 12","NASPOT 8","Kakamega","A","C","A","B","B","A","More orange and attractive","sweets",NA,NA,NA,NA
+143,"Uganda","Soroti/Serere","Man","community","Kakamega","NASPOT 10 (Kabode)","NASPOT 8","A","B","A","B","C","A","Very sweet","Not appetizing in its taste and color",NA,NA,NA,NA
+144,"Uganda","Soroti/Serere","Man","community","NASPOT 10 (Kabode)","Kakamega","NASPOT 12","B","A","B","A","C","B","Sweet and appetizing","Tasteless",NA,NA,NA,NA
+145,"Uganda","Soroti/Serere","Man","community","NASPOT 12","NASPOT 10 (Kabode)","Ejumula","C","B","C","B","A","C","Very sweet","Tasteless",NA,NA,NA,NA
+146,"Uganda","Soroti/Serere","Man","community","Ejumula","NASPOT 13","NASPOT 10 (Kabode)","C","A","C","A","B","C","Sweet","Taste is worst because of color",NA,NA,NA,NA
+148,"Uganda","Soroti/Serere","Man","community","NASPOT 8","Kakamega","Ejumula","C","A","C","A","B","C","Sweet","Not good",NA,NA,NA,NA
+150,"Uganda","Soroti/Serere","Man","community","NASPOT 13","Kakamega","NASPOT 8","B","A","B","A","C","B","Makes one drink water","Watery",NA,NA,NA,NA
+152,"Uganda","Soroti/Serere","Woman","community","Ejumula","NASPOT 10 (Kabode)","NASPOT 12","A","C","A","C","B","A","Sweet and nice","Sweet and tasty",NA,NA,NA,NA
+153,"Uganda","Soroti/Serere","Woman","community","NASPOT 10 (Kabode)","Kakamega","Ejumula","C","A","C","A","B","C","Very nice","Tasteless",NA,NA,NA,NA
+155,"Uganda","Soroti/Serere","Man","community","Kakamega","NASPOT 13","NASPOT 8","A","B","A","B","C","A","Sweet","It had threads",NA,NA,NA,NA
+157,"Uganda","Soroti/Serere","Man","community","NASPOT 12","Kakamega","NASPOT 13","B","A","B","A","C","B","Sweet and can be eaten without salt","Its mealiness needs water when eating",NA,NA,NA,NA
+159,"Uganda","Soroti/Serere","Man","community","NASPOT 10 (Kabode)","Ejumula","NASPOT 13","B","A","B","A","C","B","Sweet taste","Taste is not good",NA,NA,NA,NA
+160,"Uganda","Soroti/Serere","Man","community","Kakamega","NASPOT 12","NASPOT 13","A","B","A","B","C","A","Sweet and nice","Not tasty",NA,NA,NA,NA
+161,"Uganda","Soroti/Serere","Man","community","Ejumula","NASPOT 8","NASPOT 12","A","C","A","C","B","A","Tasty and looks nice","Tasteless",NA,NA,NA,NA
+173,"Uganda","Soroti/Serere","Man","community","NASPOT 8","Ejumula","NASPOT 12","B","A","B","C","B","A","A nce aroma, deep orange compared to the rest and shape","Sweet but relatively low dry matter",NA,NA,NA,NA
+189,"Uganda","Wakiso","Man","community","NASPOT 13","NASPOT 10 (Kabode)","Kakamega","A","C","B","A","B","A","Very good","Very oft",NA,NA,NA,NA
+194,"Uganda","Wakiso","Woman","community","NASPOT 10 (Kabode)","Ejumula","NASPOT 12","B","C","A","C","B","A","sweet, hard, mealy","not sweet, bad smell",NA,NA,NA,NA
+195,"Uganda","Wakiso","Woman","community","Ejumula","NASPOT 13","NASPOT 12","B","C","B","A","A","C","Has a lot of sugar","thready with a bad smell",NA,NA,NA,NA
+211,"Uganda","Wakiso","Man","community","NASPOT 12","NASPOT 10 (Kabode)","NASPOT 13","C","B","C","B","A","C","It's sweet","no taste",NA,NA,NA,NA
+215,"Uganda","Wakiso","Man","community","Ejumula","NASPOT 8","NASPOT 12","A","C","B","C","A","B","very tasty, sweet","tasteless, less sweet than cassava",NA,NA,NA,NA
+221,"Uganda","Wakiso","Woman","community","NASPOT 8","NASPOT 13","NASPOT 12","A","B","A","B","A","C","moderately sweet","too sweet, bad smell",NA,NA,NA,NA
+228,"Uganda","Wakiso","Man","community","Kakamega","NASPOT 12","NASPOT 10 (Kabode)","B","A","B","A","C","B","hard","too soft",NA,NA,NA,NA
+234,"Uganda","Wakiso","Woman","community","NASPOT 13","Kakamega","NASPOT 10 (Kabode)","B","C","B","A","A","B","slightly sweet","NR",NA,NA,NA,NA
+239,"Uganda","Wakiso","Woman","community","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 8","C","B","C","B","A","C","sweet and tasty","bad taste, not sweet",NA,NA,NA,NA
+256,"Uganda","Wakiso","Woman","community","NASPOT 12","NASPOT 13","NASPOT 10 (Kabode)","B","A","B","A","C","B","tastes sweet like honey","tastes like it is not boiled",NA,NA,NA,NA
+280,"Uganda","Wakiso","Man","community","Kakamega","NASPOT 10 (Kabode)","NASPOT 8","A","B","A","C","C","B","very tasty","sweet but soft",NA,NA,NA,NA
+296,"Uganda","Wakiso","Woman","community","NASPOT 8","NASPOT 10 (Kabode)","Ejumula","A","B","A","B","C","B","very good SP, mealy","not sweet, lacks aroma",NA,NA,NA,NA
+300,"Uganda","Wakiso","Woman","community","NASPOT 12","NASPOT 10 (Kabode)","Ejumula","C","A","B","A","C","B","very good SP","tasteless",NA,NA,NA,NA
+310,"Uganda","Wakiso","Woman","community","NASPOT 13","Ejumula","Kakamega","B","C","A","B","B","C","I think it is good because it is mealy","Has too much sugar yet I dont take sugar",NA,NA,NA,NA
+177,"Uganda","Wakiso","Woman","community","Kakamega","NASPOT 8","NASPOT 12","B","A","B","A","C","B","Very nice","Not sweet",NA,NA,NA,NA
+179,"Uganda","Wakiso","Woman","community","NASPOT 12","Kakamega","NASPOT 10 (Kabode)","A","C","A","C","B","A","Sweet and mealy","Sweet and not mealy",NA,NA,NA,NA
+183,"Uganda","Wakiso","Man","community","Kakamega","NASPOT 8","NASPOT 13","B","C","B","C","B","A","Sweet with good smell, not hard when swallowing","looks like it stayed long for four to five days cooked",NA,NA,NA,NA
+184,"Uganda","Wakiso","Man","community","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","A","B","A","B","C","A","Best sweet","Not very sweet",NA,NA,NA,NA
+186,"Uganda","Wakiso","Man","community","Kakamega","NASPOT 12","NASPOT 10 (Kabode)","A","B","A","B","A","C","Very sweet and not too hard","Very hard and not sweet",NA,NA,NA,NA
+192,"Uganda","Wakiso","Woman","community","NASPOT 12","NASPOT 10 (Kabode)","NASPOT 13","B","A","B","A","C","B","Very sweet","Not very sweet",NA,NA,NA,NA
+198,"Uganda","Wakiso","Woman","community","NASPOT 13","Kakamega","NASPOT 10 (Kabode)","A","C","A","C","B","A","very sweet and good aroma","Not sweet",NA,NA,NA,NA
+200,"Uganda","Wakiso","Woman","community","Kakamega","NASPOT 12","NASPOT 8","A","C","A","B","B","C","Liittle sugar","Doesnt look nice",NA,NA,NA,NA
+203,"Uganda","Wakiso","Woman","community","NASPOT 10 (Kabode)","NASPOT 13","Kakamega","B","C","A","C","B","A","Sweet and hard","Not sweet and has no sugar",NA,NA,NA,NA
+205,"Uganda","Wakiso","Woman","community","NASPOT 12","NASPOT 8","Ejumula","C","A","C","B","B","A","Has good taste","Its not sweet",NA,NA,NA,NA
+208,"Uganda","Wakiso","Woman","community","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","A","C","A","C","B","A","Very sweet","Not sweet and bad color",NA,NA,NA,NA
+219,"Uganda","Wakiso","Man","community","Ejumula","NASPOT 13","NASPOT 8","A","C","A","C","B","A","Very sweet","Does not have any sugar",NA,NA,NA,NA
+223,"Uganda","Wakiso","Man","community","Ejumula","NASPOT 13","Kakamega","C","B","C","A","A","C","Very nice and mealy","Doesnt have sugar and soft",NA,NA,NA,NA
+226,"Uganda","Wakiso","Woman","community","NASPOT 8","Ejumula","Kakamega","B","C","B","C","A","B","Hardness is good","Bad aroma",NA,NA,NA,NA
+230,"Uganda","Wakiso","Woman","community","Kakamega","NASPOT 8","NASPOT 10 (Kabode)","A","B","A","B","C","A","Nice and its hardness","Bad aroma and threads and too soft",NA,NA,NA,NA
+232,"Uganda","Wakiso","Man","community","NASPOT 13","NASPOT 12","Ejumula","C","B","C","A","A","C","Very sweet","Not tasty",NA,NA,NA,NA
+236,"Uganda","Wakiso","Man","community","NASPOT 12","Ejumula","NASPOT 8","B","A","C","B","B","A","Enough sugar",NA,NA,NA,NA,NA
+243,"Uganda","Wakiso","Woman","community","Ejumula","NASPOT 12","NASPOT 13","A","B","A","B","A","B","Very good and sweet","It has threads",NA,NA,NA,NA
+247,"Uganda","Wakiso","Man","community","NASPOT 8","NASPOT 12","NASPOT 13","C","B","C","B","C","A","Very sweet","Its mealy",NA,NA,NA,NA
+248,"Uganda","Wakiso","Man","community","NASPOT 10 (Kabode)","Kakamega","Ejumula","B","A","B","C","C","A","Very nice because of the aroma","very soft and not a nice color",NA,NA,NA,NA
+252,"Uganda","Wakiso","Woman","community","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","C","A","C","A","B","C","Not not sweet","Not sweet",NA,NA,NA,NA
+254,"Uganda","Wakiso","Woman","community","NASPOT 8","Ejumula","NASPOT 13","B","A","B","A","B","C","Very sweet","Crunchy",NA,NA,NA,NA
+258,"Uganda","Wakiso","Woman","community","NASPOT 13","Kakamega","NASPOT 10 (Kabode)","C","B","C","B","A","C","Very weet and mealy","Too orange",NA,NA,NA,NA
+264,"Uganda","Wakiso","Woman","community","NASPOT 10 (Kabode)","NASPOT 13","Kakamega","B","C","B","C","A","B","tastes like sugar","very soft and contains no  sugar",NA,NA,NA,NA
+268,"Uganda","Wakiso","Woman","community","Kakamega","Ejumula","NASPOT 10 (Kabode)","B","A","B","C","C","B","The taste is good","Too sweet",NA,NA,NA,NA
+272,"Uganda","Wakiso","Woman","community","Ejumula","NASPOT 13","Kakamega","C","B","C","B","A","C","Nice pumpkin aroma","Smells like rotten jackfruit (fruity smell)",NA,NA,NA,NA
+276,"Uganda","Wakiso","Man","community","NASPOT 10 (Kabode)","Ejumula","Kakamega","C","A","B","C","C","B","Sweet","Sweet",NA,NA,NA,NA
+284,"Uganda","Wakiso","Woman","community","Kakamega","Ejumula","NASPOT 13","A","B","A","B","C","A","Nice aroma","Bad aroma",NA,NA,NA,NA
+288,"Uganda","Wakiso","Man","community","NASPOT 8","NASPOT 10 (Kabode)","Kakamega","B","A","B","A","C","B","Sweet like sugar","Low in sweetness",NA,NA,NA,NA
+292,"Uganda","Wakiso","Man","community","NASPOT 10 (Kabode)","NASPOT 8","Kakamega","A","B","A","B","C","A","Sweet like sugar","Less sweet and soft",NA,NA,NA,NA
+306,"Uganda","Wakiso","Woman","community","Ejumula","NASPOT 13","Kakamega","A","B","A","C","A","B","Suitably sweet, and mealy","Does not taste good",NA,NA,NA,NA
+316,"Uganda","Wakiso","Woman","community","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 12","B","C","B","C","A","B","Very sweet","Not sweet",NA,NA,NA,NA
+196,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","C","B","C","B","C","B","It's orange and sweet in color","The Sp is yellow in color and worst",NA,NA,NA,NA
+197,"Uganda","Soroti/Serere","Man","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","C","B","C","B","C","B","It's sweet and orange in color","Sp is yellow in color and worst",NA,NA,NA,NA
+201,"Uganda","Soroti/Serere","Woman","home","Kakamega","NASPOT 8","NASPOT 13","B","C","B","C","A","B","It's so sweet","It's not so sweet",NA,NA,NA,NA
+202,"Uganda","Soroti/Serere","Man","home","Kakamega","NASPOT 8","NASPOT 13","B","C","B","C","A","B","It's so good and very sweet","The taste is not so good",NA,NA,NA,NA
+235,"Uganda","Soroti/Serere","Man","home","NASPOT 13","Kakamega","NASPOT 10 (Kabode)","A","C","A","B","B","C","It's very sweet and it's not watery","It is not sweet because it is watery",NA,NA,NA,NA
+238,"Uganda","Soroti/Serere","Woman","home","NASPOT 8","NASPOT 10 (Kabode)","Ejumula","C","A","C","B","B","A","It was sweet","It had overstayed",NA,NA,NA,NA
+253,"Uganda","Soroti/Serere","Woman","home","NASPOT 8","Kakamega","NASPOT 10 (Kabode)","B","A","B","A","C","B","It's very sweet","It's tasteless",NA,NA,NA,NA
+273,"Uganda","Soroti/Serere","Woman","home","NASPOT 8","Kakamega","NASPOT 12","B","C","B","C","A","B","The taste of swet potato B is sweet","The taste of SP B is sweeter",NA,NA,NA,NA
+274,"Uganda","Soroti/Serere","Woman","home","NASPOT 8","Kakamega","NASPOT 12","B","C","B","C","A","B","The taste of SP B is sweet","The taste of SP B is sweeter",NA,NA,NA,NA
+275,"Uganda","Soroti/Serere","Man","home","NASPOT 8","Kakamega","NASPOT 12","B","C","B","C","A","B","The taste of SP B is sweet","The taste of SP B is sweeter",NA,NA,NA,NA
+289,"Uganda","Soroti/Serere","Man","home","Kakamega","NASPOT 12","NASPOT 10 (Kabode)","C","B","C","B","A","C","It was very sweet and appetising","It was not appetising in taste and appearance",NA,NA,NA,NA
+290,"Uganda","Soroti/Serere","Man","home","Kakamega","NASPOT 12","NASPOT 10 (Kabode)","C","B","C","B","A","C","It was very sweet","According to me B was not sweet",NA,NA,NA,NA
+291,"Uganda","Soroti/Serere","Woman","home","Kakamega","NASPOT 12","NASPOT 10 (Kabode)","A","B","A","B","C","A","It was more appetising and very sweet","It was not appetising esspecially  in taste and aroma",NA,NA,NA,NA
+322,"Uganda","Soroti/Serere","Man","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 8","A","B","A","B","C","A","It is very soft","Because it is very sweet",NA,NA,NA,NA
+323,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 8","C","B","C","B","A","C","It is very soft and sweet","Beacuse it is very sweet more than others",NA,NA,NA,NA
+324,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 8","A","B","A","C","C","B",NA,"Because it is very sweet",NA,NA,NA,NA
+162,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","C","A","C","B","B","C","The taste is of sugar","It has a smell and is tasteless",NA,NA,NA,NA
+163,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","C","A","C","B","B","C","The taste is like of sugar","It has a smell and is tasteless",NA,NA,NA,NA
+165,"Uganda","Soroti/Serere","Woman","home","NASPOT 13","Kakamega","NASPOT 12","A","C","A","C","B","A","Tasteful and good in size","Tasteless and not good to be eaten",NA,NA,NA,NA
+166,"Uganda","Soroti/Serere","Man","home","NASPOT 13","Kakamega","NASPOT 12","B","C","B","C","A","B","so hood tasteful and sweet","Tasteless",NA,NA,NA,NA
+167,"Uganda","Soroti/Serere","Man","home","NASPOT 13","Kakamega","NASPOT 12","B","C","B","C","A","B","having good taste like of sugar","taste was like the SP was damaged",NA,NA,NA,NA
+169,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","NASPOT 8","A","B","A","B","C","A","It's sweet as sugar","It's not very sweet",NA,NA,NA,NA
+170,"Uganda","Soroti/Serere","Man","home","NASPOT 12","NASPOT 13","NASPOT 10 (Kabode)","B","C","B","C","A","B","Very appetising","not appetising",NA,NA,NA,NA
+171,"Uganda","Soroti/Serere","Woman","home","NASPOT 12","NASPOT 13","NASPOT 10 (Kabode)","B","C","B","C","A","B","It is very appetising","not appetising",NA,NA,NA,NA
+172,"Uganda","Soroti/Serere","Woman","home","NASPOT 12","NASPOT 13","NASPOT 10 (Kabode)","B","C","B","C","A","B","very appetising","not appetising",NA,NA,NA,NA
+174,"Uganda","Soroti/Serere","Man","home","Ejumula","NASPOT 13","NASPOT 8","A","C","A","B","B","C","The sweetpotato taste is like of sugar","sugar tasting",NA,NA,NA,NA
+175,"Uganda","Soroti/Serere","Man","home","Ejumula","NASPOT 13","NASPOT 8","A","C","A","B","B","A","so sweet","it's so sugary",NA,NA,NA,NA
+176,"Uganda","Soroti/Serere","Woman","home","Ejumula","NASPOT 13","NASPOT 8","A","C","A","B","B","C","sugary sweetness","It's taste is not good",NA,NA,NA,NA
+178,"Uganda","Soroti/Serere","Woman","home","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","C","B","C","B","C","B","soft and sweet to eat","not as sweet as others A and C and apperance is not good",NA,NA,NA,NA
+182,"Uganda","Soroti/Serere","Man","home","NASPOT 8","NASPOT 12","Kakamega","B","C","B","A","A","B","it is sweet and attractive","it is bitter",NA,NA,NA,NA
+181,"Uganda","Soroti/Serere","Woman","home","NASPOT 8","NASPOT 12","Kakamega","B","C","B","A","A","B","The Sp is sweet and attractive","the SP is bitter",NA,NA,NA,NA
+180,"Uganda","Soroti/Serere","Woman","home","NASPOT 8","NASPOT 12","Kakamega","B","C","B","A","A","B","It's sweet and attractive","bitter",NA,NA,NA,NA
+185,"Uganda","Soroti/Serere","Woman","home","NASPOT 12","Ejumula","NASPOT 8","B","C","A","B","B","C",NA,NA,NA,NA,NA,NA
+190,"Uganda","Soroti/Serere","Man","home","NASPOT 8","Kakamega","Ejumula","C","A","C","A","B","C","It is very appetising, makes you want to eat more","It is not appetising",NA,NA,NA,NA
+191,"Uganda","Soroti/Serere","Woman","home","NASPOT 8","Kakamega","Ejumula","C","A","C","A","B","C","very appetising","It is not appetising",NA,NA,NA,NA
+193,"Uganda","Soroti/Serere","Man","home","Ejumula","NASPOT 10 (Kabode)","Kakamega","A","C","B","C","A","B","is very good","very sweetpotato",NA,NA,NA,NA
+199,"Uganda","Soroti/Serere","Man","home","Ejumula","NASPOT 10 (Kabode)","NASPOT 8","A","B","C","A","A","C",NA,NA,NA,NA,NA,NA
+204,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","Ejumula","NASPOT 8","B","C","B","C","A","B",NA,NA,NA,NA,NA,NA
+206,"Uganda","Soroti/Serere","Woman","home","NASPOT 13","NASPOT 10 (Kabode)","Ejumula","C","A","C","A","C","A","It is sweet and orange in color","It is the worst and red in color",NA,NA,NA,NA
+207,"Uganda","Soroti/Serere","Man","home","NASPOT 13","NASPOT 10 (Kabode)","Ejumula","C","A","C","A","C","A","It is sweet and orange in color",NA,NA,NA,NA,NA
+209,"Uganda","Soroti/Serere","Man","home","NASPOT 12","NASPOT 13","Kakamega","B","C","B","C","A","B","Tasteful and good in size",NA,NA,NA,NA,NA
+210,"Uganda","Soroti/Serere","Woman","home","NASPOT 12","NASPOT 13","Kakamega","B","C","B","C","A","B","so good and tasteful, sweet","Tasteless",NA,NA,NA,NA
+214,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","NASPOT 12","A","C","A","C","A","C","The SP is irange in color and sweet",NA,NA,NA,NA,NA
+216,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","NASPOT 8","A","C","A","C","A","C",NA,NA,NA,NA,NA,NA
+217,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","NASPOT 8","A","C","A","C","A","C",NA,NA,NA,NA,NA,NA
+218,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","NASPOT 8","A","C","A","C","A","C",NA,NA,NA,NA,NA,NA
+220,"Uganda","Soroti/Serere","Man","home","NASPOT 13","NASPOT 12","NASPOT 10 (Kabode)","C","A","C","B","B","A","It was sweet","It had overstayed",NA,NA,NA,NA
+222,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","Ejumula","Kakamega","C","B","C","A","A","C","It was very sweet",NA,NA,NA,NA,NA
+224,"Uganda","Soroti/Serere","Woman","home","Kakamega","NASPOT 8","NASPOT 12","A","C","A","C","B","A","Looks like honey and has you can eat it without peeling","tasteless a",NA,NA,NA,NA
+225,"Uganda","Soroti/Serere","Man","home","Kakamega","NASPOT 8","NASPOT 12","A","C","A","C","B","A","soft and sweet, easy to peel","tasteless and has a bad smell, outer covering is so hard",NA,NA,NA,NA
+227,"Uganda","Soroti/Serere","Man","home","NASPOT 12","NASPOT 13","Ejumula","C","A","C","A","B","C","has a very good smell; has enough sugar in it","does not have a good smell as fresh potato; has less sugar in it",NA,NA,NA,NA
+229,"Uganda","Soroti/Serere","Man","home","NASPOT 8","NASPOT 10 (Kabode)","NASPOT 13","C","A","C","B","B","A","It was sweet","It had overstayed",NA,NA,NA,NA
+231,"Uganda","Soroti/Serere","Man","home","NASPOT 10 (Kabode)","Ejumula","NASPOT 8","B","A","B","C","C","A","It has good taste","It had overstayed and watery",NA,NA,NA,NA
+233,"Uganda","Soroti/Serere","Man","home","Ejumula","NASPOT 8","Kakamega","B","C","B","A","A","C","It is very sweet","It had a lot of water",NA,NA,NA,NA
+240,"Uganda","Soroti/Serere","Man","home","Kakamega","NASPOT 12","Ejumula","C","A","B","A","C","B","Sweet falvor","Nice smell and sticky starch",NA,NA,NA,NA
+241,"Uganda","Soroti/Serere","Woman","home","Kakamega","NASPOT 12","Ejumula","C","A","B","A","C","B","sweet flavor","nice smell and sticky starch",NA,NA,NA,NA
+242,"Uganda","Soroti/Serere","Woman","home","Kakamega","NASPOT 12","Ejumula","C","A","B","A","C","B","sweet flavor","nice smell and sticky starch",NA,NA,NA,NA
+244,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","NASPOT 13","A","B","A","B","C","A","sweetness","not sweet and looks tasteless",NA,NA,NA,NA
+245,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","NASPOT 13","A","B","A","B","C","A","sweetness","not sweet and looks tasteless",NA,NA,NA,NA
+246,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","NASPOT 13","A","C","A","C","B","A","sweetness","not sweet and tasteless",NA,NA,NA,NA
+249,"Uganda","Soroti/Serere","Man","home","NASPOT 13","Ejumula","NASPOT 8","B","C","B","C","A","B","sweet","tasteless",NA,NA,NA,NA
+250,"Uganda","Soroti/Serere","Woman","home","NASPOT 13","Ejumula","NASPOT 8","A","C","A","C","B","A","sweet","tasteless",NA,NA,NA,NA
+251,"Uganda","Soroti/Serere","Woman","home","NASPOT 13","Ejumula","NASPOT 8","B","C","B","C","A","B","sweet","tasteless",NA,NA,NA,NA
+255,"Uganda","Soroti/Serere","Man","home","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","A","B","A","B","C","A","It tastes sweet","It tastes watery",NA,NA,NA,NA
+257,"Uganda","Soroti/Serere","Man","home","Ejumula","NASPOT 12","Kakamega","A","C","A","C","B","A","sweet, soft","tasteless, watery",NA,NA,NA,NA
+259,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","A","C","A","C","B","A","A is sweeter than others","B is not sweet as others",NA,NA,NA,NA
+260,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","B","A","C","A","C","B","It's better than others","It has no taste",NA,NA,NA,NA
+261,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","C","A","C","A","B","C","It's sweet than others","It's tasteless",NA,NA,NA,NA
+265,"Uganda","Soroti/Serere","Woman","home","Kakamega","Ejumula","NASPOT 13","C","A","C","A","B","C","SP is tasty, not watery when boiled","watery, spongy, tasteless",NA,NA,NA,NA
+266,"Uganda","Soroti/Serere","Woman","home","Kakamega","Ejumula","NASPOT 13","C","A","C","A","B","C","sweet, satisfying","tasteless, watery, spongy",NA,NA,NA,NA
+267,"Uganda","Soroti/Serere","Woman","home","Kakamega","Ejumula","NASPOT 13","C","A","C","A","B","C","The Sp is sweet tasting, satisfying, nice to eat","spongy, watery, tasteless, not nice to eat",NA,NA,NA,NA
+269,"Uganda","Soroti/Serere","Man","home","Ejumula","NASPOT 12","NASPOT 10 (Kabode)","B","C","B","C","A","B","It is sweet","B is sweeter",NA,NA,NA,NA
+270,"Uganda","Soroti/Serere","Man","home","Ejumula","NASPOT 12","NASPOT 10 (Kabode)","A","C","A","C","B","A","Taste of SP A is sweet","A is really sweet",NA,NA,NA,NA
+271,"Uganda","Soroti/Serere","Woman","home","Ejumula","NASPOT 12","NASPOT 10 (Kabode)","A","C","A","C","B","A","sweet","A is very sweet",NA,NA,NA,NA
+277,"Uganda","Soroti/Serere","Man","home","NASPOT 12","NASPOT 10 (Kabode)","Kakamega","A","B","A","B","C","A","A is the best","Taste B is the sweetpotato",NA,NA,NA,NA
+278,"Uganda","Soroti/Serere","Woman","home","NASPOT 12","NASPOT 10 (Kabode)","Kakamega","B","C","B","C","A","B","B is the best sweetpotato","Taste B is bad sweetpotato",NA,NA,NA,NA
+279,"Uganda","Soroti/Serere","Woman","home","NASPOT 12","NASPOT 10 (Kabode)","Kakamega","A","C","A","C","B","A","Because it is like sweetpotato","The taste of A is the taste of sweetpotato",NA,NA,NA,NA
+281,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 8","B","A","B","A","C","B","It is sweet","not sweet",NA,NA,NA,NA
+282,"Uganda","Soroti/Serere","Man","home","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 8","B","C","B","C","A","B","very nice","not nice",NA,NA,NA,NA
+283,"Uganda","Soroti/Serere","Man","home","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 8","B","C","B","C","A","B","It is sweet","It is not sweet in taste",NA,NA,NA,NA
+285,"Uganda","Soroti/Serere","Man","home","NASPOT 13","NASPOT 8","Ejumula","C","B","C","B","A","C","It was sweet","B is not sweet",NA,NA,NA,NA
+286,"Uganda","Soroti/Serere","Woman","home","NASPOT 13","NASPOT 8","Ejumula","C","A","C","A","B","C","C was very sweet","A is not sweet",NA,NA,NA,NA
+287,"Uganda","Soroti/Serere","Man","home","NASPOT 13","NASPOT 8","Ejumula","B","A","B","A","C","B","It was very sweet","A is not sweet",NA,NA,NA,NA
+293,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","NASPOT 13","A","C","A","C","B","A","The taste is good","The taste is not nice",NA,NA,NA,NA
+294,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","NASPOT 13","A","C","A","C","B","C","This sweetpotato is sweet and tasteful","Its appearance and taste is not good",NA,NA,NA,NA
+295,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","NASPOT 13","A","B","A","B","C","A","This sweetpotato is sweet like sugar","tasteless",NA,NA,NA,NA
+297,"Uganda","Soroti/Serere","Man","home","NASPOT 8","Ejumula","Kakamega","C","A","C","A","C","A","It is sweet","Appearance and taste is not good",NA,NA,NA,NA
+298,"Uganda","Soroti/Serere","Woman","home","NASPOT 8","Ejumula","Kakamega","B","C","B","C","B","A","Color and taste is fine","The taste is not bad",NA,NA,NA,NA
+299,"Uganda","Soroti/Serere","Woman","home","NASPOT 8","Ejumula","Kakamega","B","A","B","A","B","A","This sweetpotato is sweet and looks nice","Appearane and taste is not good",NA,NA,NA,NA
+304,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","B","C","B","C","A","B","It is very sweet","The taste of B is sweeter",NA,NA,NA,NA
+305,"Uganda","Soroti/Serere","Man","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","B","A","B","A","C","B","It is very sweet","It is very sweet",NA,NA,NA,NA
+303,"Uganda","Soroti/Serere","Woman","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","A","B","A","B","C","A","It is very sweet","A is sweeter",NA,NA,NA,NA
+307,"Uganda","Soroti/Serere","Woman","home","NASPOT 12","NASPOT 10 (Kabode)","NASPOT 8","C","A","C","A","B","C","It was very sweet and enjoyable","The sweetpotato was tasteless to eat",NA,NA,NA,NA
+308,"Uganda","Soroti/Serere","Man","home","NASPOT 12","NASPOT 10 (Kabode)","NASPOT 8","B","C","B","C","A","B","The sweetpotato was very sweet","The sweetpotato was tasteless",NA,NA,NA,NA
+309,"Uganda","Soroti/Serere","Man","home","NASPOT 12","NASPOT 10 (Kabode)","NASPOT 8","A","B","A","B","C","A","It was very sweet and enjoyable","The sweetpotato was tasteless",NA,NA,NA,NA
+311,"Uganda","Soroti/Serere","Man","home","NASPOT 13","NASPOT 8","Ejumula","B","A","B","A","C","B","It was very appetising with a nice aroma","It did not have an aroma and not appetising",NA,NA,NA,NA
+312,"Uganda","Soroti/Serere","Woman","home","NASPOT 13","NASPOT 8","Ejumula","A","C","A","C","B","A","It was very sweet and appetising","It was not appetising in taste and aroma",NA,NA,NA,NA
+313,"Uganda","Soroti/Serere","Woman","home","NASPOT 13","NASPOT 8","Ejumula","C","A","C","A","B","C","It was sweet","The taste was not good and lavked aroma",NA,NA,NA,NA
+315,"Uganda","Soroti/Serere","Woman","home","Kakamega","NASPOT 13","NASPOT 12","A","B","A","B","C","A","A is sweet","A is sweeter",NA,NA,NA,NA
+314,"Uganda","Soroti/Serere","Man","home","Kakamega","NASPOT 13","NASPOT 12","C","B","C","B","A","C","A is sweet","sweetpotato c is sweeter",NA,NA,NA,NA
+317,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","B","A","B","A","C","B","Appetising","Not appetising",NA,NA,NA,NA
+318,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","C","A","C","A","B","C","It was sweet","Not appetising esspecially in taste",NA,NA,NA,NA
+319,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","A","C","A","C","B","C","Very sweet and more appetising than others","Not stimulating an dappetising in appearance and tatse",NA,NA,NA,NA
+320,"Uganda","Soroti/Serere","Man","home","NASPOT 8","Ejumula","Kakamega","B","C","B","C","A","B","It is very sweet","It is tasty",NA,NA,NA,NA
+321,"Uganda","Soroti/Serere","Man","home","NASPOT 8","Ejumula","Kakamega","B","C","B","C","A","B","It is very sweet","It is not sweet",NA,NA,NA,NA
+325,"Uganda","Soroti/Serere","Man","home","NASPOT 12","NASPOT 8","NASPOT 13","C","A","C","A","B","C","It's very sweet","It's not sweet",NA,NA,NA,NA
+326,"Uganda","Soroti/Serere","Man","home","NASPOT 12","NASPOT 8","NASPOT 13","B","A","B","A","C","B","It is tasty","It is not tasty",NA,NA,NA,NA
+327,"Uganda","Soroti/Serere","Man","home","NASPOT 12","NASPOT 8","NASPOT 13","C","A","C","A","B","C","It's very sweet","It's not sweet",NA,NA,NA,NA
+330,"Uganda","Soroti/Serere","Woman","home","NASPOT 13","NASPOT 10 (Kabode)","Ejumula","B","A","B","A","C","B","It was sweet with good aroma","Not appetising in taste",NA,NA,NA,NA
+329,"Uganda","Soroti/Serere","Man","home","NASPOT 13","NASPOT 10 (Kabode)","Ejumula","A","C","A","C","A","C","More appetising in taste and appearance","Not appetising in taste and color",NA,NA,NA,NA
+328,"Uganda","Soroti/Serere","Man","home","NASPOT 13","NASPOT 10 (Kabode)","Ejumula","C","B","C","B","A","C","It was very sweet","It was appetising in taste",NA,NA,NA,NA
+331,"Uganda","Soroti/Serere","Woman","home","Kakamega","NASPOT 13","NASPOT 12","B","C","B","C","A","B","not fibrous, cooks easily, needs little water to cook","fibrous, not sweet, takes long to cook",NA,NA,NA,NA
+332,"Uganda","Soroti/Serere","Woman","home","Kakamega","NASPOT 13","NASPOT 12","B","C","B","C","A","B","sweet and uses little water to cook","tasteless, not sweet and uses more firewood to cook",NA,NA,NA,NA
+333,"Uganda","Soroti/Serere","Man","home","Kakamega","NASPOT 13","NASPOT 12","B","C","B","C","A","B","very sweet, uses little water, color is admirable, not fibrous, cooks easily","not sweet, tasteless, fibrous, chokes when eating, hard to peel",NA,NA,NA,NA
+336,"Uganda","Soroti/Serere","Man","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","A","C","A","C","A","C","color and appearance is good, even heavy in weight; tastes good without salt","color and appearance not good, not smooth",NA,NA,NA,NA
+337,"Uganda","Soroti/Serere","Woman","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","B","C","B","C","B","C","It is sweet and looks nice","Tatseless and rough",NA,NA,NA,NA
+85,"Uganda","Gulu","Woman","home","Kakamega","NASPOT 12","NASPOT 10 (Kabode)","B","C","B","C","B","A","So nice and good","So soft",NA,NA,NA,NA
+95,"Uganda","Gulu","Woman","home","NASPOT 12","NASPOT 10 (Kabode)","NASPOT 8","A","C","A","C","B","A","So sweet","Not favorite sweetpotato",NA,NA,NA,NA
+96,"Uganda","Gulu","Man","home","NASPOT 12","NASPOT 10 (Kabode)","NASPOT 8","A","C","A","C","B","A","So sweet","No favourite",NA,NA,NA,NA
+105,"Uganda","Gulu","Man","home","NASPOT 8","Ejumula","Kakamega","C","A","C","B","B","A","It tastes sweet","Tasteless",NA,NA,NA,NA
+106,"Uganda","Gulu","Man","home","NASPOT 8","Ejumula","Kakamega","C","A","C","A","B","C","Sweet","Tasteless",NA,NA,NA,NA
+107,"Uganda","Gulu","Woman","home","NASPOT 8","Ejumula","Kakamega","B","A","B","C","C","A","Sweet","Tasteless",NA,NA,NA,NA
+121,"Uganda","Gulu","Woman","home","NASPOT 10 (Kabode)","NASPOT 13","Ejumula","A","C","A","C","B","A","Sp is good to at, and is tatsy and has a good smell","Not tasty: mit kur ngwece pe",NA,NA,NA,NA
+122,"Uganda","Gulu","Woman","home","NASPOT 10 (Kabode)","NASPOT 13","Ejumula","A","C","A","C","B","A","Sp is the best and god to be eaten and has a good smell","kur lim mit ngwece pe",NA,NA,NA,NA
+123,"Uganda","Gulu","Woman","home","NASPOT 10 (Kabode)","NASPOT 13","Ejumula","C","A","C","A","C","B","Very good","Nice but watery",NA,NA,NA,NA
+118,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","C","B","C","B","C","A","Sweet and good","Not very sweet",NA,NA,NA,NA
+116,"Uganda","Gulu","Man","home","Kakamega","NASPOT 13","NASPOT 12","B","A","B","A","C","B","Good","Not sweet",NA,NA,NA,NA
+114,"Uganda","Gulu","Woman","home","Kakamega","NASPOT 13","NASPOT 12","B","A","B","A","C","B","Very good","Not good",NA,NA,NA,NA
+115,"Uganda","Gulu","Man","home","Kakamega","NASPOT 13","NASPOT 12","B","A","B","A","C","B","Sweet","Not good",NA,NA,NA,NA
+110,"Uganda","Gulu","Man","home","NASPOT 12","NASPOT 8","NASPOT 13","A","B","A","B","C","A","Sweet and soft","C is not sweet",NA,NA,NA,NA
+112,"Uganda","Gulu","Woman","home","NASPOT 12","NASPOT 8","NASPOT 13","A","B","A","B","C","A","Sweet and soft","C is not sweet",NA,NA,NA,NA
+111,"Uganda","Gulu","Woman","home","NASPOT 12","NASPOT 8","NASPOT 13","A","B","A","B","C","A","Sweet and soft","C is not sweet",NA,NA,NA,NA
+101,"Uganda","Gulu","Man","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","A","B","A","B","C","B","Sweet taste","Not very sweet",NA,NA,NA,NA
+102,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","A","B","A","B","C","B","Very sweet taste","Not very sweet",NA,NA,NA,NA
+103,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","A","B","A","B","C","B","Sweet taste","Liittle sweet taste",NA,NA,NA,NA
+99,"Uganda","Gulu","Man","home","Kakamega","NASPOT 13","NASPOT 12","A","B","A","B","A","C","Nice and smells good","B not nice",NA,NA,NA,NA
+93,"Uganda","Gulu","Woman","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","B","C","B","C","A","B","Not watery, good smell, just nice","Bad smell, watery and a little sweet",NA,NA,NA,NA
+91,"Uganda","Gulu","Woman","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","B","C","B","C","A","B","watery when cooked, but sweet and has a bad smell","Watery when cooked and has a bad smell",NA,NA,NA,NA
+92,"Uganda","Gulu","Woman","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","B","C","B","C","A","B","Not watery when cooked, has a good smell","Has a bad smell, a little sweet,watery when cooked",NA,NA,NA,NA
+89,"Uganda","Gulu","Woman","home","NASPOT 8","Ejumula","Kakamega","B","C","B","C","B","A","So nice","Taste is not good",NA,NA,NA,NA
+81,"Uganda","Gulu","Man","home","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 8","A","C","B","C","A","B","CONTAINS TOO MUCH SUGAR","It is Watery",NA,NA,NA,NA
+82,"Uganda","Gulu","Woman","home","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 8","A","C","A","C","B","A","sweet","Not sweet",NA,NA,NA,NA
+83,"Uganda","Gulu","Man","home","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 8","A","C","A","C","B","A","Soft and sweet","Hard when cooked",NA,NA,NA,NA
+78,"Uganda","Gulu","Woman","home","NASPOT 12","NASPOT 10 (Kabode)","Kakamega","A","B","A","B","A","C","Sweet and hard","when cooked it gets wet and has no taste",NA,NA,NA,NA
+79,"Uganda","Gulu","Man","home","NASPOT 12","NASPOT 10 (Kabode)","Kakamega","A","B","A","B","A","C","Sweet and hard","Cooked get wet and has no taste",NA,NA,NA,NA
+75,"Uganda","Gulu","Woman","home","NASPOT 8","Kakamega","NASPOT 12","C","A","C","A","C","B","Sweet, Easily chewed","Not sweet and has a little bitter taste",NA,NA,NA,NA
+76,"Uganda","Gulu","Man","home","NASPOT 8","Kakamega","NASPOT 12","C","A","C","A","C","A","Palatable , sweet, and soft to be easily chewed","Not sweet",NA,NA,NA,NA
+59,"Uganda","Gulu","Woman","home","Ejumula","NASPOT 8","Kakamega","B","C","B","C","B","A","so sweet and nice","not sweet with a little smell",NA,NA,NA,NA
+60,"Uganda","Gulu","Man","home","Ejumula","NASPOT 8","Kakamega","B","C","B","C","B","A","nice and good","has some smell",NA,NA,NA,NA
+61,"Uganda","Gulu","Man","home","Ejumula","NASPOT 8","Kakamega","B","C","B","C","B","A","very good and sweet","taste not good, has some smell",NA,NA,NA,NA
+54,"Uganda","Gulu","Man","home","NASPOT 12","NASPOT 13","Ejumula","C","A","C","A","B","C","so sweet","sweet ,good smell",NA,NA,NA,NA
+55,"Uganda","Gulu","Woman","home","NASPOT 12","NASPOT 13","Ejumula","C","A","C","A","B","C","so sweet","sweet, good smell",NA,NA,NA,NA
+51,"Uganda","Gulu","Woman","home","Kakamega","NASPOT 8","NASPOT 12","B","C","B","C","A","B","sweet","nice",NA,NA,NA,NA
+52,"Uganda","Gulu","Woman","home","Kakamega","NASPOT 8","NASPOT 12","C","A","C","A","B","C","sweet","waterly",NA,NA,NA,NA
+48,"Uganda","Gulu","Man","home","NASPOT 10 (Kabode)","Ejumula","Kakamega","A","C","A","C","B","A","sweet","somehow salty, too waterly",NA,NA,NA,NA
+49,"Uganda","Gulu","Man","home","NASPOT 10 (Kabode)","Ejumula","Kakamega","A","C","A","C","B","A","sweet taste","alot of water, somehow salty",NA,NA,NA,NA
+44,"Uganda","Gulu","Man","home","NASPOT 13","NASPOT 12","NASPOT 10 (Kabode)","B","A","B","A","C","B","very soft, delicious","bad smell",NA,NA,NA,NA
+45,"Uganda","Gulu","Woman","home","NASPOT 13","NASPOT 12","NASPOT 10 (Kabode)","B","A","B","A","C","B","very soft nice taste","smell is bad",NA,NA,NA,NA
+46,"Uganda","Gulu","Man","home","NASPOT 13","NASPOT 12","NASPOT 10 (Kabode)","B","A","B","A","C","B","very soft tasted good","smell is bad",NA,NA,NA,NA
+40,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","NASPOT 8","B","A","C","B","C","B","good taste, good smell","bad taste, bad smell",NA,NA,NA,NA
+41,"Uganda","Gulu","Man","home","Ejumula","Kakamega","NASPOT 8","B","A","C","B","C","B","tasted delicious","bad smell too soft",NA,NA,NA,NA
+42,"Uganda","Gulu","Man","home","Ejumula","Kakamega","NASPOT 8","B","A","C","B","C","B","delicipus, good appearance","smells bad, taste not good",NA,NA,NA,NA
+36,"Uganda","Gulu","Man","home","Ejumula","Kakamega","NASPOT 12","A","B","A","B","A","C","so sweet","has bad smell",NA,NA,NA,NA
+37,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","NASPOT 12","B","A","B","A","B","C","it is nice","it has bad smell",NA,NA,NA,NA
+38,"Uganda","Gulu","Woman","home","Ejumula","Kakamega","NASPOT 12","A","B","A","B","A","C","so sweet","it has a bad smell",NA,NA,NA,NA
+30,"Uganda","Gulu","Man","home","Kakamega","NASPOT 8","NASPOT 13","A","C","B","A","B","A","nice and sweet","sweet potato with code c is wet and not nice",NA,NA,NA,NA
+31,"Uganda","Gulu","Man","home","Kakamega","NASPOT 8","NASPOT 13","C","B","A","C","C","A","it is sweet smell","it has abundance of starch",NA,NA,NA,NA
+21,"Uganda","Gulu",NA,"home","NASPOT 13","NASPOT 12","NASPOT 10 (Kabode)","A","C","A","C","B","A","sweet","not sweet as others",NA,NA,NA,NA
+22,"Uganda","Gulu",NA,"home","NASPOT 13","NASPOT 12","NASPOT 10 (Kabode)","A","C","A","C","B","A","sweet","not sweet as others",NA,NA,NA,NA
+23,"Uganda","Gulu",NA,"home","NASPOT 13","NASPOT 12","NASPOT 10 (Kabode)","A","C","A","C","B","A","sweet","not as sweet as others",NA,NA,NA,NA
+17,"Uganda","Gulu","Woman","home","NASPOT 8","NASPOT 12","Kakamega","B","C","A","C","B","C","sweet and palatable","not sweet, somehow bitter",NA,NA,NA,NA
+13,"Uganda","Gulu","Woman","home","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","C","B","C","A","A","C","sweet and hard","when cooked gets wet, no taste",NA,NA,NA,NA
+14,"Uganda","Gulu","Woman","home","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","C","B","A","B","A","C","sweet and hard","wet not tasty",NA,NA,NA,NA
+15,"Uganda","Gulu","Man","home","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","C","B","A","C","A","C","sweet and hard","wet and has no taste",NA,NA,NA,NA
+9,"Uganda","Gulu","Woman","home","Ejumula","NASPOT 13","NASPOT 8","A","B","A","C","C","A","very nice and sweet","watery",NA,NA,NA,NA
+10,"Uganda","Gulu","Man","home","Ejumula","NASPOT 13","NASPOT 8","A","B","A","B","C","A","aroma makes it taste worth","soft and watery",NA,NA,NA,NA
+11,"Uganda","Gulu","Woman","home","Ejumula","NASPOT 13","NASPOT 8","A","C","A","C","B","A","swet, nice, not watery","tastless, watery",NA,NA,NA,NA
+7,"Uganda","Gulu","Woman","home","NASPOT 12","NASPOT 13","NASPOT 10 (Kabode)","A","B","A","B","C","A","sweet and hard","wet and has no taste",NA,NA,NA,NA
+1,"Uganda","Gulu","Man","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","C","A","C","A","C","B","sweet","watery and fibrous",NA,NA,NA,NA
+2,"Uganda","Gulu","Man","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","B","C","B","C","A","B","so sweet, nice smell","rotten and it changes the smell",NA,NA,NA,NA
+3,"Uganda","Gulu","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","B","A","B","A","B","C","sweet, nice","watery, wet",NA,NA,NA,NA
+346,"Uganda","Wakiso","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","B","A","B","A","C","A","pale color","unattractive orange color, bad green smell",NA,NA,NA,NA
+354,"Uganda","Wakiso","Woman","home","NASPOT 8","NASPOT 12","Kakamega","C","B","C","B","A","C","sweet like ripe bananas","bad taste",NA,NA,NA,NA
+364,"Uganda","Wakiso","Woman","home","NASPOT 8","NASPOT 12","NASPOT 10 (Kabode)","C","B","C","B","A","C","hard and sweet","no aroma",NA,NA,NA,NA
+365,"Uganda","Wakiso","Woman","home","Ejumula","NASPOT 10 (Kabode)","NASPOT 8","C","B","C","B","A","C","sweet and hard","not sweet, bad odor",NA,NA,NA,NA
+366,"Uganda","Wakiso","Man","home","Ejumula","NASPOT 10 (Kabode)","NASPOT 8","A","B","C","B","A","C","It is soft on shewing and has a good taste","It's less tasty and has a bad odor",NA,NA,NA,NA
+375,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","NASPOT 12","A","C","A","C","A","B","It's very delicious","It's sweet buit not than A and B",NA,NA,NA,NA
+376,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","NASPOT 12","A","C","A","C","A","B","good in every way","It's sweet but not more than A and B",NA,NA,NA,NA
+377,"Uganda","Wakiso","Man","home","Ejumula","Kakamega","NASPOT 12","A","C","A","C","A","C","it's sweet","sweet but so hard",NA,NA,NA,NA
+379,"Uganda","Wakiso","Man","home","NASPOT 13","NASPOT 12","NASPOT 10 (Kabode)","A","B","A","C","A","C","It is sweet as sugar","sweet and i like it",NA,NA,NA,NA
+389,"Uganda","Wakiso","Woman","home","NASPOT 13","Kakamega","NASPOT 10 (Kabode)","A","B","A","B","C","A","it is very sweet","it is not sweet like A",NA,NA,NA,NA
+390,"Uganda","Wakiso","Man","home","NASPOT 13","Kakamega","NASPOT 10 (Kabode)","A","B","A","B","C","A","it is very sweet","it is not sweet like  A",NA,NA,NA,NA
+399,"Uganda","Wakiso","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","NASPOT 12","A","B","A","B","A","C","very sweetand i like it","SP A is the sweet one",NA,NA,NA,NA
+400,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","NASPOT 8","NASPOT 12","A","B","C","B","A","C","SP A is nice, attractive, it is extremely nice","It's just that SP A is just extremely good",NA,NA,NA,NA
+423,"Uganda","Wakiso","Man","home","Ejumula","Kakamega","NASPOT 13","A","C","A","C","A","C","Has a good taste like sugar in the mpouth, it is not hard when you are eating","sweet like sugar but has a hard body, stained appearance",NA,NA,NA,NA
+424,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","NASPOT 13","A","C","A","C","A","C","sweet, soft","too sweet, too hard",NA,NA,NA,NA
+428,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 13","A","B","A","B","C","A","This type A is very sweet and also the appearanece is good but it has enough sugar","This type is tasteless, when you're eating, it's li",NA,NA,NA,NA
+347,"Uganda","Wakiso","Man","home","Ejumula","Kakamega","NASPOT 8","A","C","A","C","A","B","Sweet enough, nice aroma","Not as sweet as others",NA,NA,NA,NA
+348,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","NASPOT 8","A","C","A","C","A","B","Sweetenough, enough aroma","Not sweet enough",NA,NA,NA,NA
+349,"Uganda","Wakiso","Woman","home","NASPOT 12","NASPOT 13","NASPOT 10 (Kabode)","C","A","C","A","B","A","Sweet and smells like yam","Not sweet, no aroma",NA,NA,NA,NA
+351,"Uganda","Wakiso","Woman","home","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","C","B","A","C","C","B","very sweet, not fibrous and not sapy","not sweet, fibrous and very soft",NA,NA,NA,NA
+352,"Uganda","Wakiso","Woman","home","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","A","B","A","C","C","B","sweeter than other varieties","sweet, hard and not fibrous",NA,NA,NA,NA
+353,"Uganda","Wakiso","Woman","home","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","B","C","B","C","A","B","hard, mealy, nice aroma","soft",NA,NA,NA,NA
+355,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","NASPOT 8","NASPOT 13","C","A","B","C","C","B","sweet and hard","sweet but soft and fibrous",NA,NA,NA,NA
+356,"Uganda","Wakiso","Man","home","NASPOT 12","Ejumula","NASPOT 8","B","C","B","A","A","B","not fibrous, sweet","not tasty",NA,NA,NA,NA
+357,"Uganda","Wakiso","Man","home","NASPOT 12","Ejumula","NASPOT 8","B","A","B","A","C","A","soft and delicious","less delicious and fibrous",NA,NA,NA,NA
+359,"Uganda","Wakiso","Man","home","NASPOT 8","Kakamega","Ejumula","C","A","C","A","B","C","tasty, nice flavor","lacks flavor",NA,NA,NA,NA
+360,"Uganda","Wakiso","Man","home","NASPOT 8","Kakamega","Ejumula","C","A","B","C","B","C","good taste","bad taste",NA,NA,NA,NA
+361,"Uganda","Wakiso","Woman","home","Ejumula","NASPOT 10 (Kabode)","Kakamega","A","C","A","C","B","A","a bit hard and smooth","too soft and not tasty",NA,NA,NA,NA
+362,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","C","B","C","A","C","B","sweet","sweet",NA,NA,NA,NA
+363,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","B","A","C","B","B","A","tastes like pumpkin","tastless",NA,NA,NA,NA
+367,"Uganda","Wakiso","Woman","home","Kakamega","NASPOT 8","NASPOT 13","B","A","C","B","B","C","sweet with good smell","tasteless, crunchy",NA,NA,NA,NA
+368,"Uganda","Wakiso","Woman","home","NASPOT 10 (Kabode)","Ejumula","NASPOT 8","B","C","A","B","A","B","very sweet","very sweet",NA,NA,NA,NA
+369,"Uganda","Wakiso","Woman","home","NASPOT 10 (Kabode)","Ejumula","NASPOT 8","B","C","B","C","A","B","very nice","very sweet according to B",NA,NA,NA,NA
+370,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","Ejumula","NASPOT 8","C","B","A","C","A","C","very nice","very sweet",NA,NA,NA,NA
+371,"Uganda","Wakiso","Woman","home","NASPOT 13","NASPOT 10 (Kabode)","Ejumula","C","B","C","A","A","B","sweet like honey","tastes like not well boiled",NA,NA,NA,NA
+372,"Uganda","Wakiso","Woman","home","NASPOT 13","NASPOT 10 (Kabode)","Ejumula","A","B","A","C","C","B","tastes good ,sweet","tastes like not well cooked",NA,NA,NA,NA
+373,"Uganda","Wakiso","Woman","home","NASPOT 12","NASPOT 13","Kakamega","C","A","C","B","B","C","nice aroma, sweet","under whelming color",NA,NA,NA,NA
+378,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","NASPOT 8","B","A","B","A","C","B","hard, delicious","not sweet",NA,NA,NA,NA
+380,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","Ejumula","Kakamega","B","A","B","A","C","B","sweet","crunchy like yam",NA,NA,NA,NA
+381,"Uganda","Wakiso","Woman","home","NASPOT 12","NASPOT 13","Ejumula","C","A","C","A","B","C","good scent","not sweet",NA,NA,NA,NA
+382,"Uganda","Wakiso","Man","home","NASPOT 12","NASPOT 13","Ejumula","C","A","C","A","B","C","sweeter than others","less sugar, bad smell",NA,NA,NA,NA
+383,"Uganda","Wakiso","Woman","home","NASPOT 12","NASPOT 13","Ejumula","C","A","C","A","B","A","sweet","not sweet, bad appearance",NA,NA,NA,NA
+384,"Uganda","Wakiso","Woman","home","NASPOT 8","NASPOT 10 (Kabode)","NASPOT 13","A","C","A","C","A","C","sweet, soft, smooth","fibrous, bad colr",NA,NA,NA,NA
+385,"Uganda","Wakiso","Woman","home","NASPOT 8","NASPOT 10 (Kabode)","NASPOT 13","B","A","C","B","C","B","some how sweet","not sweet",NA,NA,NA,NA
+444,"Uganda","Wakiso","Woman","home","NASPOT 8","NASPOT 10 (Kabode)","NASPOT 13","C","A","B","C","B","C","sweet, hard, not fibrous","not too sweet",NA,NA,NA,NA
+386,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","Ejumula","NASPOT 8","B","C","B","C","B","C","shinny skin, sweet","not very sweet",NA,NA,NA,NA
+387,"Uganda","Wakiso","Man","home","Ejumula","NASPOT 8","Kakamega","A","B","A","B","C","A","smooth","too soft",NA,NA,NA,NA
+388,"Uganda","Wakiso","Man","home","Ejumula","NASPOT 8","Kakamega","C","B","C","B","A","C","mealy, not watery, sweeter than A and B","watery, not as sweet as A and C",NA,NA,NA,NA
+392,"Uganda","Wakiso","Woman","home","NASPOT 8","NASPOT 10 (Kabode)","Ejumula","C","B","C","B","A","C","sweet","less sweet",NA,NA,NA,NA
+393,"Uganda","Wakiso","Man","home","NASPOT 8","NASPOT 10 (Kabode)","Ejumula","C","B","A","B","A","C","mealy, hard","too sweet, too soft, bad color",NA,NA,NA,NA
+394,"Uganda","Wakiso","Woman","home","NASPOT 8","NASPOT 10 (Kabode)","Ejumula","C","B","A","C","A","C","sweeter","tastless",NA,NA,NA,NA
+395,"Uganda","Wakiso","Woman","home","Kakamega","NASPOT 12","Ejumula","C","B","C","A","A","C","C is very sweet","C is very good but not very swwet",NA,NA,NA,NA
+396,"Uganda","Wakiso","Man","home","Ejumula","Kakamega","NASPOT 13","C","B","C","B","C","A","hard enough, moderately sweet","too sweet, soft",NA,NA,NA,NA
+397,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","NASPOT 13","A","B","A","B","A","C","hard, not very sweet","too sweet, very soft",NA,NA,NA,NA
+398,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","NASPOT 13","A","B","A","B","A","C","mealy, not very sweet","too soft",NA,NA,NA,NA
+401,"Uganda","Wakiso","Woman","home","NASPOT 12","NASPOT 13","Kakamega","B","C","B","C","A","B","taste is good","taste is not good",NA,NA,NA,NA
+402,"Uganda","Wakiso","Man","home","NASPOT 13","Ejumula","NASPOT 8","B","A","B","A","C","B","not very sweet, moderately sweet","too sweet",NA,NA,NA,NA
+403,"Uganda","Wakiso","Woman","home","NASPOT 13","Ejumula","NASPOT 8","B","A","B","C","C","A","not too much sugar","contains too much sugar",NA,NA,NA,NA
+404,"Uganda","Wakiso","Man","home","NASPOT 8","Kakamega","NASPOT 10 (Kabode)","C","A","C","A","C","B","good for flour","moderate sugar",NA,NA,NA,NA
+405,"Uganda","Wakiso","Woman","home","Kakamega","NASPOT 10 (Kabode)","NASPOT 13","C","A","C","A","C","A","moderately seet",NA,NA,NA,NA,NA
+406,"Uganda","Wakiso","Man","home","Ejumula","NASPOT 12","Kakamega","A","B","C","B","A","C","not too much sugar but sweet","less sugar",NA,NA,NA,NA
+407,"Uganda","Wakiso","Woman","home","Ejumula","NASPOT 12","Kakamega","A","B","A","B","C","A","sugary","less tasty",NA,NA,NA,NA
+408,"Uganda","Wakiso","Man","home","Ejumula","NASPOT 12","Kakamega","B","C","B","C","A","C","soft and mealy","not sweet",NA,NA,NA,NA
+350,"Uganda","Wakiso","Woman","home","Ejumula","NASPOT 13","NASPOT 8","B","C","B","C","A","B","mealy","too soft",NA,NA,NA,NA
+441,"Uganda","Wakiso","Man","home","Kakamega","NASPOT 13","NASPOT 12","B","C","B","C","B","A","It is very nice and so sweet, with a good smell","It is not sweet, has some threads",NA,NA,NA,NA
+442,"Uganda","Wakiso","Woman","home","Kakamega","NASPOT 13","NASPOT 12","B","C","B","C","B","A","B is very sweet, smelling like a pumpkin","It is not sweet, it is like water",NA,NA,NA,NA
+440,"Uganda","Wakiso","Woman","home","NASPOT 12","NASPOT 8","NASPOT 13","B","A","B","A","C","B","It is sweet like sugarcane","There isn't enough sugar",NA,NA,NA,NA
+438,"Uganda","Wakiso","Woman","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 8","A","B","A","B","C","A","According to my taste, it is sweeter","Not sweet at all",NA,NA,NA,NA
+439,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","NASPOT 12","NASPOT 8","B","C","B","A","A","B","It is very sweet and has a rich aroma","Not sweet at all",NA,NA,NA,NA
+436,"Uganda","Wakiso","Man","home","NASPOT 8","Ejumula","Kakamega","B","C","B","A","A","C","B is the sweetes","A is hard but was ot sweet",NA,NA,NA,NA
+437,"Uganda","Wakiso","Woman","home","NASPOT 8","Ejumula","Kakamega","A","B","A","B","C","A","sweet and hard","B has a bad smell",NA,NA,NA,NA
+434,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","A","C","A","C","B","A","A had a heavier taste than C and B","C has little sugar",NA,NA,NA,NA
+435,"Uganda","Wakiso","Woman","home","Ejumula","Kakamega","NASPOT 10 (Kabode)","A","B","A","B","C","A","not watery, mealy, very sweet","Not rich in aroma, not very sweet",NA,NA,NA,NA
+431,"Uganda","Wakiso","Woman","home","Kakamega","NASPOT 13","NASPOT 12","A","C","B","C","A","B","very sweet, hard peel, marketable","not sweet",NA,NA,NA,NA
+432,"Uganda","Wakiso","Man","home","Kakamega","NASPOT 13","NASPOT 12","B","C","B","C","B","A","It is good in color and tastes better when eaten","It us salty and has a bad smell",NA,NA,NA,NA
+433,"Uganda","Wakiso","Woman","home","Kakamega","NASPOT 13","NASPOT 12","B","C","B","C","B","C","sweet, rich aroma, mealy, attractive peel","not very sweet, not mealy, bad peel",NA,NA,NA,NA
+429,"Uganda","Wakiso","Man","home","NASPOT 13","NASPOT 8","Ejumula","C","B","A","B","C","B","According to my taste it is the sweetest","According to me, the appearance and the taste",NA,NA,NA,NA
+430,"Uganda","Wakiso","Woman","home","NASPOT 13","NASPOT 8","Ejumula","A","B","A","B","A","B","A is sweeter than B and C",NA,NA,NA,NA,NA
+425,"Uganda","Wakiso","Woman","home","NASPOT 8","Ejumula","Kakamega","B","A","B","A","C","B","Tastes sweet","It iastes very nice",NA,NA,NA,NA
+426,"Uganda","Wakiso","Man","home","NASPOT 8","Ejumula","Kakamega","B","C","B","C","A","B","It was so soft","It was too sweet",NA,NA,NA,NA
+421,"Uganda","Wakiso","Woman","home","NASPOT 13","NASPOT 8","Ejumula","A","C","B","A","B","A","sweet, mealy","too soft when cooked",NA,NA,NA,NA
+422,"Uganda","Wakiso","Man","home","NASPOT 13","NASPOT 8","Ejumula","A","C","B","A","B","A","It is sweet and mealy","It is sweet but too soft",NA,NA,NA,NA
+420,"Uganda","Wakiso","Woman","home","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 8","C","B","C","B","A","C","Moderately moist so it is solid when cooked","It is sticky and has a bad smell",NA,NA,NA,NA
+419,"Uganda","Wakiso","Man","home","NASPOT 10 (Kabode)","NASPOT 13","NASPOT 8","B","A","B","A","C","B","sweet","tasteless",NA,NA,NA,NA
+418,"Uganda","Wakiso","Woman","home","NASPOT 8","Kakamega","NASPOT 12","B","C","B","A","A","B",NA,"maly, noe color, big size",NA,NA,NA,NA
+416,"Uganda","Wakiso","Woman","home","Ejumula","NASPOT 12","NASPOT 10 (Kabode)","A","C","A","C","B","A","It is very sweet, good in color","No sugar, has no taste",NA,NA,NA,NA
+417,"Uganda","Wakiso","Woman","home","Ejumula","NASPOT 12","NASPOT 10 (Kabode)","A","C","A","C","B","A","It has good taste, goof in color, has flavor","Has no taste, takes long to get ready",NA,NA,NA,NA
+414,"Uganda","Wakiso","Man","home","Kakamega","Ejumula","NASPOT 13","C","A","C","A","C","A","moderately sweet, no lingering taste","bad appearance,",NA,NA,NA,NA
+415,"Uganda","Wakiso","Man","home","Kakamega","Ejumula","NASPOT 13","B","A","B","A","B","A","moderately sweet","Not as sweet as sweetpotato usually is",NA,NA,NA,NA
+411,"Uganda","Wakiso","Woman","home","NASPOT 12","NASPOT 13","NASPOT 8","B","C","B","C","B","C","sweet, nice aroma, mealy","Not sweet",NA,NA,NA,NA
+412,"Uganda","Wakiso","Man","home","NASPOT 12","NASPOT 13","NASPOT 8","B","C","B","C","B","A","Tastes sweet like something with sugar","Does not taste sweet",NA,NA,NA,NA
+413,"Uganda","Wakiso","Man","home","NASPOT 12","NASPOT 13","NASPOT 8","B","C","B","C","B","A","It is sweet","Not sweet",NA,NA,NA,NA
+409,"Uganda","Wakiso","Woman","home","NASPOT 10 (Kabode)","NASPOT 8","Ejumula","C","B","C","B","A","C","sweet smell, swet","not sweet enough",NA,NA,NA,NA
 755,"Ghana","Northern","Man","community","SARI-Diedi (Tu-Purple)","SARI-Nan","PG17206-N5","B","C",NA,NA,NA,NA,NA,NA,"Waribogu","26","advanced_trial",NA
 971,"Ghana","Northern","Man","community","PG17206-N5","PG17305-N1","SARI-Diedi (Tu-Purple)","B","A",NA,NA,NA,NA,NA,NA,"Waribogu","37","advanced_trial",NA
 1191,"Ghana","Northern","Man","community","CRI-Ligri","SARI-Diedi (Tu-Purple)","PG17305-N1","B","A",NA,NA,NA,NA,NA,NA,"Waribogu","35","advanced_trial",NA
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similarity index 76%
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index 0000000..1a73a4b
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diff --git a/output/Fig5_model_estimates_uganda.png b/output/Fig5_model_estimates_uganda.png
new file mode 100644
index 0000000..83ae9df
Binary files /dev/null and b/output/Fig5_model_estimates_uganda.png differ
diff --git a/output/sentiment_analysis/drivers_sentiment_analysis.png b/output/Fig6_drivers_sentiment_analysis.png
similarity index 83%
rename from output/sentiment_analysis/drivers_sentiment_analysis.png
rename to output/Fig6_drivers_sentiment_analysis.png
index bcdacc0..03158f8 100644
Binary files a/output/sentiment_analysis/drivers_sentiment_analysis.png and b/output/Fig6_drivers_sentiment_analysis.png differ
diff --git a/output/Fig7_pltree_community_home_ghana.png b/output/Fig7_pltree_community_home_ghana.png
new file mode 100644
index 0000000..98d1c5a
Binary files /dev/null and b/output/Fig7_pltree_community_home_ghana.png differ
diff --git a/output/Fig8_pltree_community_home_uganda.png b/output/Fig8_pltree_community_home_uganda.png
new file mode 100644
index 0000000..f1025e2
Binary files /dev/null and b/output/Fig8_pltree_community_home_uganda.png differ
diff --git a/output/summary_tables/summary_trials_per_country.csv b/output/Table2_summary_trials_per_country.csv
similarity index 100%
rename from output/summary_tables/summary_trials_per_country.csv
rename to output/Table2_summary_trials_per_country.csv
diff --git a/output/summary_tables/summary_tested_varieties_gender_trial.csv b/output/Table3_summary_tested_varieties_gender_trial.csv
similarity index 85%
rename from output/summary_tables/summary_tested_varieties_gender_trial.csv
rename to output/Table3_summary_tested_varieties_gender_trial.csv
index 8521ca4..2ef289a 100644
--- a/output/summary_tables/summary_tested_varieties_gender_trial.csv
+++ b/output/Table3_summary_tested_varieties_gender_trial.csv
@@ -22,7 +22,7 @@
 "SARI-Nyumingre (Obare)","Ghana",235,"16.4%",104,131,208,27
 "Ejumula","Uganda",217,"15.1%",97,120,63,154
 "Kakamega","Uganda",224,"15.6%",94,130,79,145
-"Naspot 10 (Kabode)","Uganda",203,"14.2%",78,122,75,128
-"Naspot 12","Uganda",187,"13%",78,106,70,117
-"Naspot 13","Uganda",217,"15.1%",92,122,82,135
-"Naspot 8","Uganda",206,"14.4%",98,108,63,143
+"NASPOT 10 (Kabode)","Uganda",203,"14.2%",78,122,75,128
+"NASPOT 12","Uganda",187,"13%",78,106,70,117
+"NASPOT 13","Uganda",217,"15.1%",92,122,82,135
+"NASPOT 8","Uganda",206,"14.4%",98,108,63,143
diff --git a/output/summary_tables/PL_coefficients_ghana.csv b/output/Table4_PL_coefficients_ghana.csv
similarity index 100%
rename from output/summary_tables/PL_coefficients_ghana.csv
rename to output/Table4_PL_coefficients_ghana.csv
diff --git a/output/Table5_PL_coefficients_uganda.csv b/output/Table5_PL_coefficients_uganda.csv
new file mode 100644
index 0000000..a019a49
--- /dev/null
+++ b/output/Table5_PL_coefficients_uganda.csv
@@ -0,0 +1,7 @@
+"","Estimate","Std. Error","z value","Pr(>|z|)","."
+"Ejumula","1.4348","0.1587","9.0416","< 2.2e-16 ***","a"
+"Kakamega","0.2005","0.1461","1.373","0.169752  ","bc"
+"NASPOT 10 (Kabode)","-0.1074","0.1506","-0.7128","0.475957  ","d"
+"NASPOT 12","-0.1893","0.1539","-1.2297","0.218818  ","d"
+"NASPOT 13","0.3951","0.1486","2.6586","0.007847 **","b"
+"NASPOT 8","0",NA,NA,"NA ","cd"
diff --git a/output/trait_correlation/correlation_uganda.csv b/output/Table6_correlation_uganda.csv
similarity index 100%
rename from output/trait_correlation/correlation_uganda.csv
rename to output/Table6_correlation_uganda.csv
diff --git a/output/model_estimates/model_estimates_ghana.png b/output/model_estimates/model_estimates_ghana.png
deleted file mode 100644
index 2c821bb..0000000
Binary files a/output/model_estimates/model_estimates_ghana.png and /dev/null differ
diff --git a/output/model_estimates/model_estimates_uganda.png b/output/model_estimates/model_estimates_uganda.png
deleted file mode 100644
index 6c598c1..0000000
Binary files a/output/model_estimates/model_estimates_uganda.png and /dev/null differ
diff --git a/output/pltree/pltree_community_home_ghana.png b/output/pltree/pltree_community_home_ghana.png
deleted file mode 100644
index 7160594..0000000
Binary files a/output/pltree/pltree_community_home_ghana.png and /dev/null differ
diff --git a/output/pltree/pltree_community_home_uganda.png b/output/pltree/pltree_community_home_uganda.png
deleted file mode 100644
index f4ebdcc..0000000
Binary files a/output/pltree/pltree_community_home_uganda.png and /dev/null differ
diff --git a/output/summary_tables/PL_coefficients_uganda.csv b/output/summary_tables/PL_coefficients_uganda.csv
deleted file mode 100644
index ce32d15..0000000
--- a/output/summary_tables/PL_coefficients_uganda.csv
+++ /dev/null
@@ -1,7 +0,0 @@
-"","Estimate","Std. Error","z value","Pr(>|z|)","."
-"Ejumula","1.4348","0.1587","9.0416","< 2.2e-16 ***","a"
-"Kakamega","0.2005","0.1461","1.373","0.169752  ","bc"
-"Naspot 10 (Kabode)","-0.1074","0.1506","-0.7128","0.475957  ","d"
-"Naspot 12","-0.1893","0.1539","-1.2297","0.218818  ","d"
-"Naspot 13","0.3951","0.1486","2.6586","0.007847 **","b"
-"Naspot 8","0",NA,NA,"NA ","cd"
diff --git a/output/trait_correlation/correlation_uganda.png b/output/trait_correlation/correlation_uganda.png
deleted file mode 100644
index 1515329..0000000
Binary files a/output/trait_correlation/correlation_uganda.png and /dev/null differ
diff --git a/output/worst_regret/worst_regret_ghana.csv b/output/worst_regret/worst_regret_ghana.csv
deleted file mode 100644
index afb1365..0000000
--- a/output/worst_regret/worst_regret_ghana.csv
+++ /dev/null
@@ -1,22 +0,0 @@
-"items","win_probs","worst_regret"
-"PG17136-N1",0.113191924766141,0.0264172567313861
-"PG17362-N1",0.0623170915846856,0.0700688480602541
-"SARI-Nan",0.0719729152726318,0.117307750938218
-"PG17206-N5",0.0380848278408823,0.125940361261896
-"CIP442162",0.0638376664846772,0.133359334140068
-"PG17140-N2",0.0225979762963374,0.150046557949104
-"CRI-Apomuden",0.0359413318772378,0.150757256540003
-"PGN16021-39",0.0451955469453839,0.15498867655387
-"PG17265-N1",0.0438869596716475,0.154999822706178
-"PGN16203-18",0.0331772323170714,0.155329519704139
-"PG17305-N1",0.0582863362263539,0.156682357111008
-"PG17412-N2",0.0324392457783155,0.161557003536969
-"SARI-Diedi (Tu-Purple)",0.0345866786276864,0.165446702759437
-"PGN16024-28",0.0419842893312438,0.165472972641951
-"PGN16092-6",0.0397712108385771,0.165567450605917
-"CRI-Ligri",0.046162982000355,0.166120778452751
-"PGN16024-27",0.0342725920047561,0.168255679486268
-"PGN16030-30",0.0243307840971635,0.169008415423624
-"PGN16130-4",0.0393913001231544,0.169743784857832
-"PGN14011-24",0.0399654081023607,0.173883723580053
-"SARI-Nyumingre (Obare)",0.0786056998133378,0.176454256542603
diff --git a/output/worst_regret/worst_regret_uganda.csv b/output/worst_regret/worst_regret_uganda.csv
deleted file mode 100644
index 0c009ff..0000000
--- a/output/worst_regret/worst_regret_uganda.csv
+++ /dev/null
@@ -1,7 +0,0 @@
-"items","win_probs","worst_regret"
-"Ejumula",0.439105983845359,0.20098556480157
-"Naspot 8",0.0948903714580691,0.387716198956438
-"Naspot 12",0.109872731723245,0.427090489491351
-"Kakamega",0.114100136188294,0.459559153510033
-"Naspot 13",0.152495725161257,0.49553663088328
-"Naspot 10 (Kabode)",0.0895350516237759,0.508688293034123
diff --git a/script/01_clean_combine_data.R b/script/01_clean_combine_data.R
index 31ff128..fb5145d 100644
--- a/script/01_clean_combine_data.R
+++ b/script/01_clean_combine_data.R
@@ -366,9 +366,12 @@ dt[, paste0("item_", LETTERS[1:3])] <-
     x[x == "OBARE"] <- "Obare"
     x[x == "PURPLE"] <- "Tu-Purple (Diedi)"
     x[x == "Naspot 10"] <- "Naspot 10 (Kabode)"
+    x <- gsub("Naspot", "NASPOT", x)
     x
   })
 
+
+
 vars <- sort(unique(unlist(dt[, paste0("item_", LETTERS[1:3])])))
 
 vars
diff --git a/script/02_analyse_data.R b/script/02_analyse_data.R
index dc8000f..0652026 100644
--- a/script/02_analyse_data.R
+++ b/script/02_analyse_data.R
@@ -18,6 +18,8 @@ sessioninfo::session_info()
 capture.output(sessioninfo::session_info(),
                file = "script/session_info/02_analyse_data.txt")
 
+
+dir.create("output/")
 # ..........................................
 # ..........................................
 # Read data ####
@@ -26,7 +28,7 @@ dt <- read.csv("data/spotato_data.csv")
 head(dt)
 
 # select the reference variety for each country
-refuga <- "Naspot 8"
+refuga <- "NASPOT 8"
 refgha <- "SARI-Nyumingre (Obare)"
 
 # ..........................................
@@ -39,13 +41,9 @@ tb <- table(dt$country, dt$trial)
 
 dimnames(tb)[[2]] <- c("Centralised", "Home")
 
-# export the table
-output <- "output/summary_tables"
-dir.create(output, showWarnings = FALSE, recursive = TRUE)
-
 tb
 
-write.csv(tb, paste0(output, "/summary_trials_per_country.csv"))
+write.csv(tb, "output/Table2_summary_trials_per_country.csv")
 
 # ..........................................
 # ..........................................
@@ -103,7 +101,7 @@ it <- it[,union(c("Genotype", "Country"), names(it))]
 
 it
 
-write.csv(it, paste0(output, "/summary_tested_varieties_gender_trial.csv"), 
+write.csv(it, "output/Table3_summary_tested_varieties_gender_trial.csv", 
           row.names = FALSE)
 
 # ..........................................
@@ -158,21 +156,11 @@ p <-
 
 p
 
-output <- "output/trait_correlation"
-dir.create(output, recursive = TRUE, showWarnings = FALSE)
-
-ggsave(paste0(output, "/correlation_uganda.png"), 
-       plot = p, 
-       width = 7,
-       height = 5,
-       dpi = 500)
-
-
 # put the scale into 0-1
 a[2:4] <- lapply(a[2:4], function(x) x /100)
 
 # export the table
-write.csv(a, paste0(output, "/correlation_uganda.csv"), row.names = FALSE)
+write.csv(a, "output/Table6_correlation_uganda.csv", row.names = FALSE)
 
 # ..........................................
 # ..........................................
@@ -208,25 +196,12 @@ p_h <- p_h + plot_annotation(title = "B")
 p <- p_c | p_h 
 p
 
-output <- "output/pltree"
-dir.create(output, showWarnings = FALSE, recursive = TRUE)
-
-ggsave(paste0(output, "/pltree_community_home_uganda.png"),
+ggsave("output/Fig8_pltree_community_home_uganda.png",
        plot = p, 
        width = 12,
        height = 6,
        dpi = 500)
 
-# Compute the worst regret
-output <- "output/worst_regret/"
-dir.create(output, showWarnings = FALSE, recursive = TRUE)
-
-plt <- pltree(G ~ ., data = pld, alpha = 0.1, minsize = 10)
-
-wr <- worst_regret(plt)
-
-write.csv(wr, paste0(output, "worst_regret_uganda.csv"), row.names = FALSE)
-
 # ..........................................
 # ..........................................
 # Post-hoc table from a PL model without covariates
@@ -247,7 +222,7 @@ mcomp <- mcomp[rownames(s), ]
 
 s <- cbind(s, . = mcomp$group) 
 
-write.csv(s, paste0("output/summary_tables/PL_coefficients_uganda.csv"))
+write.csv(s, "output/Table5_PL_coefficients_uganda.csv")
 
 # ..........................................
 # ..........................................
@@ -332,26 +307,12 @@ p <- p +
 p <- p + plot_annotation(tag_prefix = "A")
 
 
-output <- "output/pltree"
-dir.create(output, showWarnings = FALSE, recursive = TRUE)
-
-ggsave(paste0(output, "/pltree_community_home_ghana.png"),
+ggsave("output/Fig7_pltree_community_home_ghana.png",
        plot = p, 
        width = 17,
        height = 10,
        dpi = 900)
 
-# Compute the worst regret
-output <- "output/worst_regret/"
-dir.create(output, showWarnings = FALSE, recursive = TRUE)
-
-# fit the model
-plt <- pltree(G ~ District + Age + Gender, data = pld, alpha = 0.1, minsize = 10)
-
-wr <- worst_regret(plt)
-
-write.csv(wr, paste0(output, "worst_regret_ghana.csv"), row.names = FALSE)
-
 # ..........................................
 # ..........................................
 # Post-hoc table from a PL model without covariates
@@ -376,7 +337,7 @@ s <- cbind(s, . = mcomp$group)
 
 s
 
-write.csv(s, paste0("output/summary_tables/PL_coefficients_ghana.csv"))
+write.csv(s, "output/Table4_PL_coefficients_ghana.csv")
 
 # ..........................................
 # ..........................................
@@ -564,12 +525,6 @@ for (i in seq_along(multpl)){
   
 }
 
-# p <-
-#   plots[[1]] + plots[[2]] + dworth_uga +
-#   plots[[3]] + plots[[4]] + dworth_gha +
-#   plot_layout(heights = c(1, 2), widths = c(1,1,2)) +
-#   plot_annotation(tag_levels = "A")
-
 # plot results from Uganda
 
 plots[[2]] <- 
@@ -583,10 +538,7 @@ pu <-
 
 pu
 
-output <- "output/model_estimates/"
-dir.create(output, showWarnings = FALSE, recursive = TRUE)
-
-ggsave(paste0(output, "model_estimates_uganda.png"),
+ggsave("output/Fig5_model_estimates_uganda.png",
        pu, 
        width = 9,
        height = 9,
@@ -602,7 +554,7 @@ pg <-
 
 pg
 
-ggsave(paste0(output, "model_estimates_ghana.png"),
+ggsave("output/Fig4_model_estimates_ghana.png",
        pg, 
        width = 10,
        height = 13,
@@ -660,10 +612,7 @@ p <- p + plot_layout(heights = c(2,0.7)) + plot_annotation(tag_levels = "A")
 
 p
 
-output <- "output/favourability"
-dir.create(output, showWarnings = FALSE, recursive = TRUE)
-
-ggsave(paste0(output, "/favourability_score.png"),
+ggsave("output/Fig3_favourability_score.png",
        plot = p, 
        width = 7,
        height = 7,
diff --git a/script/03_text_analysis.R b/script/03_text_analysis.R
index 9d0cf52..d9d5fc8 100644
--- a/script/03_text_analysis.R
+++ b/script/03_text_analysis.R
@@ -13,7 +13,7 @@ sessioninfo::session_info()
 capture.output(sessioninfo::session_info(),
                file = "script/session_info/03_text_analysis.txt")
 
-output <- "output/sentiment_analysis/"
+output <- "output/"
 dir.create(output, showWarnings = FALSE, recursive = TRUE)
 
 # read data
@@ -276,7 +276,7 @@ p <-
 
 p
 
-ggsave(paste0(output, "drivers_sentiment_analysis.png"),
+ggsave(paste0(output, "Fig6_drivers_sentiment_analysis.png"),
        p, 
        width = 8,
        height = 11,
diff --git a/script/session_info/01_clean_combine_data.txt b/script/session_info/01_clean_combine_data.txt
index 4c28de4..46b5a42 100644
--- a/script/session_info/01_clean_combine_data.txt
+++ b/script/session_info/01_clean_combine_data.txt
@@ -1,16 +1,16 @@
-─ Session info ───────────────────────────────────────────────────────────────────────
+─ Session info ──────────────────────────────────────────────────────────────────────────────
  setting  value                       
  version  R version 4.0.2 (2020-06-22)
- os       macOS Catalina 10.15.6      
+ os       macOS Catalina 10.15.7      
  system   x86_64, darwin17.0          
  ui       RStudio                     
  language (EN)                        
  collate  en_US.UTF-8                 
  ctype    en_US.UTF-8                 
  tz       Europe/Oslo                 
- date     2020-10-05                  
+ date     2020-10-21                  
 
-─ Packages ───────────────────────────────────────────────────────────────────────────
+─ Packages ──────────────────────────────────────────────────────────────────────────────────
  package       * version    date       lib source                                     
  abind           1.4-5      2016-07-21 [1] CRAN (R 4.0.0)                             
  assertthat      0.2.1      2019-03-21 [1] CRAN (R 4.0.0)                             
@@ -22,6 +22,8 @@
  broom           0.7.0      2020-07-09 [1] CRAN (R 4.0.2)                             
  cellranger      1.1.0      2016-07-27 [1] CRAN (R 4.0.0)                             
  cli             2.0.2      2020-02-28 [1] CRAN (R 4.0.0)                             
+ climatrends     0.1.7      2020-05-22 [1] CRAN (R 4.0.2)                             
+ ClimMobTools    0.3.5      2020-05-08 [1] CRAN (R 4.0.2)                             
  codetools       0.2-16     2018-12-24 [1] CRAN (R 4.0.2)                             
  colorspace      1.4-1      2019-03-18 [1] CRAN (R 4.0.0)                             
  crayon          1.3.4      2017-09-16 [1] CRAN (R 4.0.0)                             
diff --git a/script/session_info/02_analyse_data.txt b/script/session_info/02_analyse_data.txt
index aa79658..eb2fdfb 100644
--- a/script/session_info/02_analyse_data.txt
+++ b/script/session_info/02_analyse_data.txt
@@ -1,4 +1,4 @@
-─ Session info ──────────────────────────────────────────────────────────────────────────────────────────
+─ Session info ──────────────────────────────────────────────────────────────────────────────
  setting  value                       
  version  R version 4.0.2 (2020-06-22)
  os       macOS Catalina 10.15.7      
@@ -8,9 +8,9 @@
  collate  en_US.UTF-8                 
  ctype    en_US.UTF-8                 
  tz       Europe/Oslo                 
- date     2020-10-15                  
+ date     2020-10-21                  
 
-─ Packages ──────────────────────────────────────────────────────────────────────────────────────────────
+─ Packages ──────────────────────────────────────────────────────────────────────────────────
  package       * version    date       lib source                                     
  abind           1.4-5      2016-07-21 [1] CRAN (R 4.0.0)                             
  assertthat      0.2.1      2019-03-21 [1] CRAN (R 4.0.0)                             
diff --git a/script/session_info/03_text_analysis.txt b/script/session_info/03_text_analysis.txt
index 4a97bc3..d5e5e6f 100644
--- a/script/session_info/03_text_analysis.txt
+++ b/script/session_info/03_text_analysis.txt
@@ -1,4 +1,4 @@
-─ Session info ──────────────────────────────────────────────────────────────────────────────────────────
+─ Session info ──────────────────────────────────────────────────────────────────────────────
  setting  value                       
  version  R version 4.0.2 (2020-06-22)
  os       macOS Catalina 10.15.7      
@@ -8,108 +8,74 @@
  collate  en_US.UTF-8                 
  ctype    en_US.UTF-8                 
  tz       Europe/Oslo                 
- date     2020-10-15                  
+ date     2020-10-21                  
 
-─ Packages ──────────────────────────────────────────────────────────────────────────────────────────────
- package       * version    date       lib source                                     
- abind           1.4-5      2016-07-21 [1] CRAN (R 4.0.0)                             
- assertthat      0.2.1      2019-03-21 [1] CRAN (R 4.0.0)                             
- backports       1.1.8      2020-06-17 [1] CRAN (R 4.0.0)                             
- blob            1.2.1      2020-01-20 [1] CRAN (R 4.0.0)                             
- boot            1.3-25     2020-04-26 [1] CRAN (R 4.0.2)                             
- BradleyTerry2   1.1-2      2020-02-03 [1] CRAN (R 4.0.0)                             
- brglm           0.6.2      2019-04-02 [1] CRAN (R 4.0.0)                             
- broom           0.7.0      2020-07-09 [1] CRAN (R 4.0.2)                             
- cellranger      1.1.0      2016-07-27 [1] CRAN (R 4.0.0)                             
- cli             2.0.2      2020-02-28 [1] CRAN (R 4.0.0)                             
- climatrends     0.1.7      2020-05-22 [1] CRAN (R 4.0.2)                             
- ClimMobTools    0.3.5      2020-05-08 [1] CRAN (R 4.0.2)                             
- codetools       0.2-16     2018-12-24 [1] CRAN (R 4.0.2)                             
- colorspace      1.4-1      2019-03-18 [1] CRAN (R 4.0.0)                             
- crayon          1.3.4      2017-09-16 [1] CRAN (R 4.0.0)                             
- DBI             1.1.0      2019-12-15 [1] CRAN (R 4.0.0)                             
- dbplyr          1.4.4      2020-05-27 [1] CRAN (R 4.0.0)                             
- digest          0.6.25     2020-02-23 [1] CRAN (R 4.0.0)                             
- doParallel      1.0.15     2019-08-02 [1] CRAN (R 4.0.0)                             
- dplyr         * 1.0.1      2020-07-31 [1] CRAN (R 4.0.2)                             
- ellipsis        0.3.1      2020-05-15 [1] CRAN (R 4.0.0)                             
- fansi           0.4.1      2020-01-08 [1] CRAN (R 4.0.0)                             
- farver          2.0.3      2020-01-16 [1] CRAN (R 4.0.0)                             
- forcats       * 0.5.0      2020-03-01 [1] CRAN (R 4.0.0)                             
- foreach         1.5.0      2020-03-30 [1] CRAN (R 4.0.0)                             
- Formula         1.2-3      2018-05-03 [1] CRAN (R 4.0.0)                             
- fs              1.5.0      2020-07-31 [1] CRAN (R 4.0.2)                             
- generics        0.0.2      2018-11-29 [1] CRAN (R 4.0.0)                             
- ggplot2       * 3.3.2      2020-06-19 [1] CRAN (R 4.0.2)                             
- glue            1.4.1      2020-05-13 [1] CRAN (R 4.0.0)                             
- gosset          0.2.5.9000 2020-09-16 [1] Github (agrobioinfoservices/gosset@99eaff0)
- gtable          0.3.0      2019-03-25 [1] CRAN (R 4.0.0)                             
- gtools          3.8.2      2020-03-31 [1] CRAN (R 4.0.2)                             
- haven           2.3.1      2020-06-01 [1] CRAN (R 4.0.0)                             
- hms             0.5.3      2020-01-08 [1] CRAN (R 4.0.0)                             
- httr            1.4.2      2020-07-20 [1] CRAN (R 4.0.2)                             
- igraph          1.2.5      2020-03-19 [1] CRAN (R 4.0.2)                             
- inum            1.0-1      2019-04-25 [1] CRAN (R 4.0.0)                             
- iterators       1.0.12     2019-07-26 [1] CRAN (R 4.0.0)                             
- janeaustenr     0.1.5      2017-06-10 [1] CRAN (R 4.0.0)                             
- janitor       * 2.0.1      2020-04-12 [1] CRAN (R 4.0.0)                             
- jsonlite        1.7.0      2020-06-25 [1] CRAN (R 4.0.2)                             
- labeling        0.3        2014-08-23 [1] CRAN (R 4.0.0)                             
- lattice         0.20-41    2020-04-02 [1] CRAN (R 4.0.2)                             
- libcoin         1.0-6      2020-08-14 [1] CRAN (R 4.0.2)                             
- lifecycle       0.2.0      2020-03-06 [1] CRAN (R 4.0.0)                             
- lme4            1.1-23     2020-04-07 [1] CRAN (R 4.0.0)                             
- lubridate       1.7.9      2020-06-08 [1] CRAN (R 4.0.0)                             
- magrittr      * 1.5        2014-11-22 [1] CRAN (R 4.0.0)                             
- MASS            7.3-51.6   2020-04-26 [1] CRAN (R 4.0.2)                             
- Matrix          1.2-18     2019-11-27 [1] CRAN (R 4.0.2)                             
- minqa           1.2.4      2014-10-09 [1] CRAN (R 4.0.0)                             
- modelr          0.1.8      2020-05-19 [1] CRAN (R 4.0.0)                             
- munsell         0.5.0      2018-06-12 [1] CRAN (R 4.0.0)                             
- mvtnorm         1.1-1      2020-06-09 [1] CRAN (R 4.0.0)                             
- nlme            3.1-148    2020-05-24 [1] CRAN (R 4.0.2)                             
- nloptr          1.2.2.2    2020-07-02 [1] CRAN (R 4.0.2)                             
- partykit        1.2-9      2020-07-10 [1] CRAN (R 4.0.2)                             
- patchwork     * 1.0.1      2020-06-22 [1] CRAN (R 4.0.2)                             
- pillar          1.4.6      2020-07-10 [1] CRAN (R 4.0.2)                             
- pkgconfig       2.0.3      2019-09-22 [1] CRAN (R 4.0.0)                             
- PlackettLuce    0.2-9      2019-09-16 [1] CRAN (R 4.0.2)                             
- profileModel    0.6.0      2019-04-03 [1] CRAN (R 4.0.0)                             
- psychotools     0.5-1      2020-01-28 [1] CRAN (R 4.0.2)                             
- psychotree      0.15-3     2020-01-30 [1] CRAN (R 4.0.0)                             
- purrr         * 0.3.4      2020-04-17 [1] CRAN (R 4.0.0)                             
- qvcalc          1.0.2      2020-02-15 [1] CRAN (R 4.0.2)                             
- R6              2.4.1      2019-11-12 [1] CRAN (R 4.0.0)                             
- rappdirs        0.3.1      2016-03-28 [1] CRAN (R 4.0.0)                             
- Rcpp            1.0.5      2020-07-06 [1] CRAN (R 4.0.2)                             
- readr         * 1.3.1      2018-12-21 [1] CRAN (R 4.0.0)                             
- readxl        * 1.3.1      2019-03-13 [1] CRAN (R 4.0.0)                             
- reprex          0.3.0      2019-05-16 [1] CRAN (R 4.0.2)                             
- rlang           0.4.7      2020-07-09 [1] CRAN (R 4.0.2)                             
- rpart           4.1-15     2019-04-12 [1] CRAN (R 4.0.2)                             
- RSpectra        0.16-0     2019-12-01 [1] CRAN (R 4.0.0)                             
- rstudioapi      0.11       2020-02-07 [1] CRAN (R 4.0.0)                             
- rvest           0.3.6      2020-07-25 [1] CRAN (R 4.0.2)                             
- sandwich        2.5-1      2019-04-06 [1] CRAN (R 4.0.0)                             
- scales          1.1.1      2020-05-11 [1] CRAN (R 4.0.0)                             
- sessioninfo     1.1.1      2018-11-05 [1] CRAN (R 4.0.0)                             
- snakecase       0.11.0     2019-05-25 [1] CRAN (R 4.0.0)                             
- SnowballC       0.7.0      2020-04-01 [1] CRAN (R 4.0.0)                             
- statmod         1.4.34     2020-02-17 [1] CRAN (R 4.0.0)                             
- stringi         1.4.6      2020-02-17 [1] CRAN (R 4.0.0)                             
- stringr       * 1.4.0      2019-02-10 [1] CRAN (R 4.0.0)                             
- survival        3.2-3      2020-06-13 [1] CRAN (R 4.0.2)                             
- textdata        0.4.1      2020-05-04 [1] CRAN (R 4.0.2)                             
- tibble        * 3.0.3      2020-07-10 [1] CRAN (R 4.0.2)                             
- tidyr         * 1.1.1      2020-07-31 [1] CRAN (R 4.0.2)                             
- tidyselect      1.1.0      2020-05-11 [1] CRAN (R 4.0.0)                             
- tidytext      * 0.2.5      2020-07-11 [1] CRAN (R 4.0.2)                             
- tidyverse     * 1.3.0      2019-11-21 [1] CRAN (R 4.0.2)                             
- tokenizers      0.2.1      2018-03-29 [1] CRAN (R 4.0.0)                             
- utf8            1.1.4      2018-05-24 [1] CRAN (R 4.0.0)                             
- vctrs           0.3.2      2020-07-15 [1] CRAN (R 4.0.0)                             
- withr           2.2.0      2020-04-20 [1] CRAN (R 4.0.0)                             
- xml2            1.3.2      2020-04-23 [1] CRAN (R 4.0.0)                             
- zoo             1.8-8      2020-05-02 [1] CRAN (R 4.0.0)                             
+─ Packages ──────────────────────────────────────────────────────────────────────────────────
+ package     * version date       lib source        
+ assertthat    0.2.1   2019-03-21 [1] CRAN (R 4.0.0)
+ backports     1.1.8   2020-06-17 [1] CRAN (R 4.0.0)
+ blob          1.2.1   2020-01-20 [1] CRAN (R 4.0.0)
+ broom         0.7.0   2020-07-09 [1] CRAN (R 4.0.2)
+ cellranger    1.1.0   2016-07-27 [1] CRAN (R 4.0.0)
+ cli           2.0.2   2020-02-28 [1] CRAN (R 4.0.0)
+ colorspace    1.4-1   2019-03-18 [1] CRAN (R 4.0.0)
+ crayon        1.3.4   2017-09-16 [1] CRAN (R 4.0.0)
+ DBI           1.1.0   2019-12-15 [1] CRAN (R 4.0.0)
+ dbplyr        1.4.4   2020-05-27 [1] CRAN (R 4.0.0)
+ digest        0.6.25  2020-02-23 [1] CRAN (R 4.0.0)
+ dplyr       * 1.0.1   2020-07-31 [1] CRAN (R 4.0.2)
+ ellipsis      0.3.1   2020-05-15 [1] CRAN (R 4.0.0)
+ fansi         0.4.1   2020-01-08 [1] CRAN (R 4.0.0)
+ farver        2.0.3   2020-01-16 [1] CRAN (R 4.0.0)
+ forcats     * 0.5.0   2020-03-01 [1] CRAN (R 4.0.0)
+ fs            1.5.0   2020-07-31 [1] CRAN (R 4.0.2)
+ generics      0.0.2   2018-11-29 [1] CRAN (R 4.0.0)
+ ggplot2     * 3.3.2   2020-06-19 [1] CRAN (R 4.0.2)
+ glue          1.4.1   2020-05-13 [1] CRAN (R 4.0.0)
+ gtable        0.3.0   2019-03-25 [1] CRAN (R 4.0.0)
+ haven         2.3.1   2020-06-01 [1] CRAN (R 4.0.0)
+ hms           0.5.3   2020-01-08 [1] CRAN (R 4.0.0)
+ httr          1.4.2   2020-07-20 [1] CRAN (R 4.0.2)
+ janeaustenr   0.1.5   2017-06-10 [1] CRAN (R 4.0.0)
+ janitor     * 2.0.1   2020-04-12 [1] CRAN (R 4.0.0)
+ jsonlite      1.7.0   2020-06-25 [1] CRAN (R 4.0.2)
+ labeling      0.3     2014-08-23 [1] CRAN (R 4.0.0)
+ lattice       0.20-41 2020-04-02 [1] CRAN (R 4.0.2)
+ lifecycle     0.2.0   2020-03-06 [1] CRAN (R 4.0.0)
+ lubridate     1.7.9   2020-06-08 [1] CRAN (R 4.0.0)
+ magrittr    * 1.5     2014-11-22 [1] CRAN (R 4.0.0)
+ Matrix        1.2-18  2019-11-27 [1] CRAN (R 4.0.2)
+ modelr        0.1.8   2020-05-19 [1] CRAN (R 4.0.0)
+ munsell       0.5.0   2018-06-12 [1] CRAN (R 4.0.0)
+ patchwork   * 1.0.1   2020-06-22 [1] CRAN (R 4.0.2)
+ pillar        1.4.6   2020-07-10 [1] CRAN (R 4.0.2)
+ pkgconfig     2.0.3   2019-09-22 [1] CRAN (R 4.0.0)
+ purrr       * 0.3.4   2020-04-17 [1] CRAN (R 4.0.0)
+ R6            2.4.1   2019-11-12 [1] CRAN (R 4.0.0)
+ rappdirs      0.3.1   2016-03-28 [1] CRAN (R 4.0.0)
+ Rcpp          1.0.5   2020-07-06 [1] CRAN (R 4.0.2)
+ readr       * 1.3.1   2018-12-21 [1] CRAN (R 4.0.0)
+ readxl      * 1.3.1   2019-03-13 [1] CRAN (R 4.0.0)
+ reprex        0.3.0   2019-05-16 [1] CRAN (R 4.0.2)
+ rlang         0.4.7   2020-07-09 [1] CRAN (R 4.0.2)
+ rstudioapi    0.11    2020-02-07 [1] CRAN (R 4.0.0)
+ rvest         0.3.6   2020-07-25 [1] CRAN (R 4.0.2)
+ scales        1.1.1   2020-05-11 [1] CRAN (R 4.0.0)
+ sessioninfo   1.1.1   2018-11-05 [1] CRAN (R 4.0.0)
+ snakecase     0.11.0  2019-05-25 [1] CRAN (R 4.0.0)
+ SnowballC     0.7.0   2020-04-01 [1] CRAN (R 4.0.0)
+ stringi       1.4.6   2020-02-17 [1] CRAN (R 4.0.0)
+ stringr     * 1.4.0   2019-02-10 [1] CRAN (R 4.0.0)
+ textdata      0.4.1   2020-05-04 [1] CRAN (R 4.0.2)
+ tibble      * 3.0.3   2020-07-10 [1] CRAN (R 4.0.2)
+ tidyr       * 1.1.1   2020-07-31 [1] CRAN (R 4.0.2)
+ tidyselect    1.1.0   2020-05-11 [1] CRAN (R 4.0.0)
+ tidytext    * 0.2.5   2020-07-11 [1] CRAN (R 4.0.2)
+ tidyverse   * 1.3.0   2019-11-21 [1] CRAN (R 4.0.2)
+ tokenizers    0.2.1   2018-03-29 [1] CRAN (R 4.0.0)
+ utf8          1.1.4   2018-05-24 [1] CRAN (R 4.0.0)
+ vctrs         0.3.2   2020-07-15 [1] CRAN (R 4.0.0)
+ withr         2.2.0   2020-04-20 [1] CRAN (R 4.0.0)
+ xml2          1.3.2   2020-04-23 [1] CRAN (R 4.0.0)
 
 [1] /Library/Frameworks/R.framework/Versions/4.0/Resources/library