code number,cosine similarity score (CountVectorizer),cosine similarity score (TfidfVectorizer) 1,0.9999999999999991,0.9999999999999997 2,0.6359347937451568,0.5433685643841156 3,0.8178403591911844,0.6993118470199522 4,0.5100695466415388,0.38848676215325034 5,1.0000000000000004,1.0000000000000002 6,0.9454031224825896,0.8982825026290794 7,0.9711669972861515,0.9458347391544176 8,0.8015273407421913,0.701077861299189 9,0.9213443080915618,0.9017210224593273 10,0.9826348693449453,0.9787346762841795 11,0.938690304935082,0.9016529199745136 12,0.901410335203223,0.8572330905046887 13,0.8058475314241763,0.6869497614360619 14,0.8574002187631717,0.7643391472385281 15,1.0000000000000007,1.0 16,0.8789826663110892,0.831075438865755 17,0.9154145260165719,0.8636550075200284 18,0.7264831572567789,0.6175047667368999 19,0.9528104465265231,0.9214158903600982 20,0.5520668413544675,0.3914624758911717 21,0.9534883720930234,0.9121111022894451 22,0.7647829247492465,0.6980874038556475 23,0.9933025063732357,0.9872323358593544 24,0.9999999999999998,1.0000000000000002 25,0.9744805811819828,0.9690013158466692 26,0.953125,0.9114544897450435 27,0.9090909090909088,0.8482830591874028 28,0.9946034541093071,0.9907193189663245 29,0.9543229514680195,0.9227020932364982 30,0.9468506844943757,0.918617283108967 31,0.9253319320603061,0.89851723509004 32,0.9388673189171574,0.8997300610464697 33,0.9223938808289259,0.9005727600596343 34,0.9564600005663547,0.94182527428758 35,0.9686292243461511,0.9429699330715006