diff --git a/data/anime-genres-themes.csv b/data/anime-genres-themes.csv new file mode 100644 index 0000000..4c4cd6d --- /dev/null +++ b/data/anime-genres-themes.csv @@ -0,0 +1,269 @@ +anime,mal-id,mal-url,genres,themes +"d73c4fba-622d-4edf-afb4-701a3e439369","54294","https://myanimelist.net/anime/54294/Dog_Signal","Slice of Life","Adult Cast,Pets,Workplace" +"49f9bbab-38d0-4064-8004-aa22421af1ef","50184","https://myanimelist.net/anime/50184/Seiken_Gakuin_no_Makentsukai","Action,Fantasy","Harem,Reincarnation,School" +"60285ae5-7d1b-4b8e-998e-14f7c7b2ca1d","54103","https://myanimelist.net/anime/54103/Hikikomari_Kyuuketsuki_no_Monmon","Comedy,Fantasy","Vampire" +"45adf462-cb0c-4683-98ee-adb742442d19","56425","https://myanimelist.net/anime/56425/Houkago_Shounen_Hanako-kun","Comedy,Supernatural","Parody,School" +"4a363b0c-46a2-4fec-8bcd-debbc49a96f7","53262","https://myanimelist.net/anime/53262/Hoshikuzu_Telepath","Comedy,Girls Love,Supernatural","CGDCT,School" +"2b175fbd-ca31-4e10-b1c0-6b22856f695a","54714","https://myanimelist.net/anime/54714/Kimi_no_Koto_ga_Daidaidaidaidaisuki_na_100-nin_no_Kanojo","Comedy,Romance","Harem,Parody,School" +"272192d9-375b-4120-9671-b1bb0b5cc1b1","42385","https://myanimelist.net/anime/42385/The_iDOLMSTER_Million_Live","","Idols (Female),Music" +"6d6956d4-e243-4b8f-bd79-80aad60202a1","54616","https://myanimelist.net/anime/54616/Potion-danomi_de_Ikinobimasu","Fantasy","Isekai,Reincarnation" +"e6c4b542-d39a-47a8-a92f-3939d516f710","55894","https://myanimelist.net/anime/55894/Bokura_no_Ameiro_Protocol","Action","Video Game" +"0d972216-83c3-4676-90fc-a5be81418e51","50583","https://myanimelist.net/anime/50583/Buta_no_Liver_wa_Kanetsu_Shiro","Comedy,Fantasy","Isekai" +"06566e00-8003-420e-af59-8d9a9db075cd","54852","https://myanimelist.net/anime/54852/Kikansha_no_Mahou_wa_Tokubetsu_desu","Action,Fantasy","School,Time Travel" +"15f50044-7f3b-483e-8fdd-525ae41a59ef","52962","https://myanimelist.net/anime/52962/Tearmoon_Teikoku_Monogatari__Dantoudai_kara_Hajimaru_Hime_no_Tensei_Gyakuten_Story","Comedy,Fantasy","Time Travel" +"c30bca03-481b-4c28-8811-225f891b144b","55310","https://myanimelist.net/anime/55310/Atarashii_Joushi_wa_Do_Tennen","Comedy","Adult Cast,Iyashikei,Workplace" +"313c32f3-dc78-4df5-bc0f-d3a7d77525b9","48761","https://myanimelist.net/anime/48761/Saihate_no_Paladin","Action,Adventure,Fantasy","Isekai,Reincarnation" +"dd19e932-c7e4-49ad-bab0-e2d995c8e9d2","54716","https://myanimelist.net/anime/54716/Kibou_no_Chikara__Otona_Precure_23","Action,Fantasy","Adult Cast,Mahou Shoujo" +"328ab700-ee14-4d0f-b090-4c4c8f4af117","43969","https://myanimelist.net/anime/43969/Kanojo_mo_Kanojo","Comedy,Romance","Harem,School" +"e9af29ab-bc94-4870-9884-438988c9c4bd","54362","https://myanimelist.net/anime/54362/Hametsu_no_Oukoku","Action,Drama,Fantasy,Sci-Fi","Gore" +"259a9049-5eb2-447f-a9b2-82fa9bde80dc","50205","https://myanimelist.net/anime/50205/Arknights__Reimei_Zensou","Action,Fantasy","" +"5ac810d5-b368-4529-a71d-78d03c794c73","52990","https://myanimelist.net/anime/52990/Keikenzumi_na_Kimi_to_Keiken_Zero_na_Ore_ga_Otsukiai_suru_Hanashi","Romance","School" +"6457f090-529f-4757-81fd-c10a8843adce","37349","https://myanimelist.net/anime/37349/Goblin_Slayer","Action,Adventure,Fantasy","Gore" +"e61d0d8b-604f-4488-9837-a388d4bbe7f8","35790","https://myanimelist.net/anime/35790/Tate_no_Yuusha_no_Nariagari","Action,Adventure,Drama,Fantasy","Isekai" +"d80bf987-8df4-4040-92e8-062b31189073","35249","https://myanimelist.net/anime/35249/Uma_Musume__Pretty_Derby","Sports","Anthropomorphic" +"33c15982-2a5e-4b1a-bd6f-41607f594f1e","49766","https://myanimelist.net/anime/49766/Under_Ninja","Action","" +"d2866af7-fbce-460e-b136-c81ed394f61c","54041","https://myanimelist.net/anime/54041/16bit_Sensation__Another_Layer","Comedy,Supernatural","Adult Cast,Otaku Culture,Time Travel,Workplace" +"22130502-15a5-4e2d-a97d-bafe59850a57","52934","https://myanimelist.net/anime/52934/Konyaku_Haki_sareta_Reijou_wo_Hirotta_Ore_ga_Ikenai_Koto_wo_Oshiekomu","Comedy,Fantasy,Romance","" +"e9dda2da-9321-45f7-8abe-6197a0f1d071","53633","https://myanimelist.net/anime/53633/Bullbuster","Action,Sci-Fi","Adult Cast,Mecha,Workplace" +"afc590f8-8fbe-4d87-9371-c9dbe1e00912","42826","https://myanimelist.net/anime/42826/Seijo_no_Maryoku_wa_Bannou_desu","Fantasy,Romance","Isekai,Medical" +"2d247377-b6b7-490b-9649-0c108b97fc08","51956","https://myanimelist.net/anime/51956/Paradox_Live_the_Animation","Drama,Sci-Fi","Music" +"6e4f3755-6981-4633-9636-f2ec392ca3b2","54431","https://myanimelist.net/anime/54431/Toaru_Ossan_no_VRMMO_Katsudouki","Action,Adventure,Comedy,Fantasy","Video Game" +"07392e69-0944-495f-99d2-823e6eb4ec91","53833","https://myanimelist.net/anime/53833/Watashi_no_Oshi_wa_Akuyaku_Reijou","Comedy,Fantasy,Girls Love","Isekai,School" +"721dd6d2-0d22-42ad-b25c-96e66016ce5e","53237","https://myanimelist.net/anime/53237/Shy","Action,Drama","Super Power" +"eb513fcd-0093-4873-95ab-a425e904be29","53879","https://myanimelist.net/anime/53879/Kamonohashi_Ron_no_Kindan_Suiri","Comedy,Mystery","Adult Cast,Detective" +"b9fe7168-7f77-4038-90b8-141c7c739cf3","50586","https://myanimelist.net/anime/50586/Migi_to_Dali","Comedy,Mystery,Suspense","" +"5ba6d790-a614-4242-8ce8-45b1a6579d32","54301","https://myanimelist.net/anime/54301/Overtake","Drama","Racing" +"6d582502-8f92-4649-8a91-a4211ba285df","52985","https://myanimelist.net/anime/52985/Dekoboko_Majo_no_Oyako_Jijou","Comedy,Fantasy","Gag Humor" +"5c1740ea-3532-4dca-a89d-556e5bace48d","52347","https://myanimelist.net/anime/52347/Shangri-La_Frontier__Kusoge_Hunter_Kamige_ni_Idoman_to_su","Action,Adventure,Fantasy","Video Game" +"af159fb2-7931-4af2-b70e-022c81d078d8","36934","https://myanimelist.net/anime/36934/Captain_Tsubasa_2018","Sports","Team Sports" +"1de5a0d4-5150-4469-b3b7-9d8577ce188b","51297","https://myanimelist.net/anime/51297/Ragna_Crimson","Action,Fantasy","" +"f1172e31-86fd-4896-8bea-8e7d3ac8ac7f","50695","https://myanimelist.net/anime/50695/MF_Ghost","","Racing" +"f9d6fe39-ca9e-47ba-9f44-bea60770d4d9","53848","https://myanimelist.net/anime/53848/Megumi_no_Daigo__Kyuukoku_no_Orange","Action,Drama","Adult Cast" +"a2addc75-a5da-400b-b362-d417822af9b9","41487","https://myanimelist.net/anime/41487/Tensei_shitara_Slime_Datta_Ken_2nd_Season_Part_2","Action,Adventure,Comedy,Fantasy","Isekai,Reincarnation" +"f587eccc-b213-4872-b326-0adc7903a8cf","54492","https://myanimelist.net/anime/54492/Kusuriya_no_Hitorigoto","Drama,Mystery","Historical,Medical" +"c76bdd5c-fb98-41d2-b4c7-4456ee43b6c6","40730","https://myanimelist.net/anime/40730/Tian_Guan_Cifu","Action,Adventure,Drama,Fantasy","Historical,Mythology" +"76591e4c-b585-4983-b828-9890f9b6c7b7","54638","https://myanimelist.net/anime/54638/Kawagoe_Boys_Sing","Slice of Life","Music,School" +"4e33530c-1ba1-46a5-a076-708bf94f903c","54858","https://myanimelist.net/anime/54858/Hypnosis_Mic__Division_Rap_Battle_-_Rhyme_Anima__","Sci-Fi","Adult Cast,Music" +"6f008391-04e7-44bf-aa46-6ab4b36552ba","50571","https://myanimelist.net/anime/50571/Zanting_Rang_Wo_Cha_Gonglue","Comedy,Fantasy","Isekai" +"b3074b10-12d1-4aab-a346-ffae841e646c","55153","https://myanimelist.net/anime/55153/Yuzuki-san_Chi_no_Yonkyoudai","Slice of Life","School" +"7401868d-3a62-426d-ab52-9737794764a7","54798","https://myanimelist.net/anime/54798/Kamierabi","Action,Suspense","High Stakes Game" +"6fb35127-4e6b-432d-96b3-cd165cb43b68","44081","https://myanimelist.net/anime/44081/B-Project__NetsuretsuLove_Call","","Idols (Male),Music" +"021738f5-1e97-48f7-b62f-ab32f91422c2","53439","https://myanimelist.net/anime/53439/Boushoku_no_Berserk","Action,Fantasy","" +"e318efe5-e43f-4441-a520-80b123b47557","52991","https://myanimelist.net/anime/52991/Sousou_no_Frieren","Adventure,Drama,Fantasy","" +"7bd407ba-4d75-4f86-a3b2-52f99ddbb2c2","51440","https://myanimelist.net/anime/51440/Sasaki_to_Miyano_Movie__Sotsugyou-hen","Boys Love","Otaku Culture,School" +"c05351c4-5735-48ee-a5b1-b4f504ae2833","53300","https://myanimelist.net/anime/53300/Ojou_to_Banken-kun","Romance","School" +"b1554483-ac11-4922-bad6-7cb8df98a165","53494","https://myanimelist.net/anime/53494/Boukensha_ni_Naritai_to_Miyako_ni_Deteitta_Musume_ga_S-Rank_ni_Natteta","Action,Adventure,Fantasy","" +"d9b0af7c-fa9f-4296-b519-7dfe0c00f865","51020","https://myanimelist.net/anime/51020/Helck","Action,Fantasy","" +"e05db859-4c7e-4d67-aabc-32427d72f710","54013","https://myanimelist.net/anime/54013/Tenchi_Muyou_GXP__Paradise_Shidou-hen","Action,Comedy,Mystery,Sci-Fi","Detective,Harem,Mecha,Space" +"5ca6553b-e344-49c6-b2e1-3100d0325ba7","50613","https://myanimelist.net/anime/50613/Rurouni_Kenshin__Meiji_Kenkaku_Romantan_2023","Action","Historical,Samurai" +"ccb63408-95ad-4260-bb0e-accc5e5ea2e0","52505","https://myanimelist.net/anime/52505/Dark_Gathering","Horror,Supernatural","" +"280e9807-c37e-488e-be7c-4ad944ffce0b","51009","https://myanimelist.net/anime/51009/Jujutsu_Kaisen_2nd_Season","Action,Fantasy","School" +"3b1f8b80-c428-4f43-a36c-dbdcb099cb8c","53613","https://myanimelist.net/anime/53613/Dead_Mount_Death_Play","Action,Fantasy,Supernatural","Reincarnation" +"a4e90ba5-b9c9-419c-af5e-183109a25678","55644","https://myanimelist.net/anime/55644/Dr_Stone__New_World_Part_2","Adventure,Comedy,Sci-Fi","Time Travel" +"e2d62924-c1b9-48e5-9dd0-f02386748824","51139","https://myanimelist.net/anime/51139/Kizuna_no_Allele","","Music,School" +"03275ce8-6f56-4023-a33a-07b6e707060a","54040","https://myanimelist.net/anime/54040/Tousouchuu__Great_Mission","Sci-Fi,Suspense","High Stakes Game" +"971e7d46-59ca-420b-981a-1a562c457557","48583","https://myanimelist.net/anime/48583/Shingeki_no_Kyojin__The_Final_Season_Part_2","Action,Drama,Suspense","Gore,Military,Survival" +"f4060a6c-c333-437a-8745-a387f65ec188","55742","https://myanimelist.net/anime/55742/Mahoutsukai_no_Yome_Season_2_Part_2","Drama,Fantasy,Romance","Mythology" +"469a5554-70be-41a4-ac76-681ceafa6fe2","54595","https://myanimelist.net/anime/54595/Kage_no_Jitsuryokusha_ni_Naritakute_2nd_Season","Action,Comedy,Fantasy","Isekai,Reincarnation" +"50c86502-e192-4778-9290-3a2d19508583","235","https://myanimelist.net/anime/235/Detective_Conan","Adventure,Comedy,Mystery","Detective" +"c13d540a-c2de-4d92-adb0-9e9d73a0366a","45577","https://myanimelist.net/anime/45577/IDOLiSH7_Third_Beat","Drama","Idols (Male),Music" +"0763bf80-0875-4253-8da7-73a6fedaf61e","21","https://myanimelist.net/anime/21/One_Piece","Action,Adventure,Fantasy","" +"83d7be68-bce0-4141-9da2-a313169b485d","53887","https://myanimelist.net/anime/53887/Spy_x_Family_Season_2","Action,Comedy","Childcare" +"5b9606f2-82b3-4777-b206-0c9bb838afcb","40506","https://myanimelist.net/anime/40506/Shadowverse","Fantasy","Strategy Game" +"f27c46b3-f987-448d-9af2-65b8f21ace3d","51458","https://myanimelist.net/anime/51458/Lv1_Maou_to_One_Room_Yuusha","Comedy,Fantasy","" +"486222ef-125b-4e6a-a6e9-570d5b55f2a8","53438","https://myanimelist.net/anime/53438/Higeki_no_Genkyou_to_Naru_Saikyou_Gedou_Last_Boss_Joou_wa_Tami_no_Tame_ni_Tsukushimasu","Fantasy","Isekai,Reincarnation" +"90e07bcd-c862-4efc-a59b-ea74cc54533a","19383","https://myanimelist.net/anime/19383/Yami_Shibai","Avant Garde,Horror,Supernatural","" +"0c2df0fc-ed4c-4dc5-ba6d-e81b6b12069b","54790","https://myanimelist.net/anime/54790/Undead_Girl_Murder_Farce","Fantasy,Mystery","Adult Cast,Detective,Historical,Vampire" +"db4f91e2-4715-4434-8236-a8de78b16fac","52082","https://myanimelist.net/anime/52082/Shiro_Seijo_to_Kuro_Bokushi","Fantasy,Romance","" +"e5629795-f3d3-4a6c-acb8-14e27bad9fa6","49894","https://myanimelist.net/anime/49894/Eiyuu_Kyoushitsu","Action,Fantasy,Ecchi","Harem,School" +"a4ab0287-ab6d-4c84-b132-7f166a425811","49858","https://myanimelist.net/anime/49858/Shinigami_Bocchan_to_Kuro_Maid_2nd_Season","Comedy,Supernatural","Romantic Subtext" +"5e7737f5-8da0-41ab-bf7d-0aaaeb32b180","54112","https://myanimelist.net/anime/54112/Zom_100__Zombie_ni_Naru_made_ni_Shitai_100_no_Koto","Action,Comedy,Horror,Supernatural,Suspense","Adult Cast,Survival" +"6a2a8b8e-e119-4463-b5da-f8bbc69b387a","54275","https://myanimelist.net/anime/54275/Temple","Comedy,Romance,Ecchi","Harem" +"0b3f143e-c706-4156-b573-a215aead8dde","48633","https://myanimelist.net/anime/48633/Liar_Liar","Suspense","Psychological,School,Strategy Game" +"9d23ed22-5b29-44f5-91d4-cafce59a8655","51764","https://myanimelist.net/anime/51764/Level_1_dakedo_Unique_Skill_de_Saikyou_desu","Fantasy","Harem,Isekai,Reincarnation" +"106dc21c-f777-4a54-b208-d487bffcccb5","53787","https://myanimelist.net/anime/53787/AI_no_Idenshi","Drama,Sci-Fi,Suspense","Psychological" +"0f4a6eca-ce02-46c7-bfa4-a149c6df76e8","51916","https://myanimelist.net/anime/51916/Dekiru_Neko_wa_Kyou_mo_Yuuutsu","Comedy,Supernatural","Adult Cast,Anthropomorphic" +"598f06b8-58a6-42d7-9b6f-d0ba96c089dd","50582","https://myanimelist.net/anime/50582/Nanatsu_no_Maken_ga_Shihai_suru","Action,Fantasy","School" +"42cf18a2-6729-427e-903c-580a843411e5","53426","https://myanimelist.net/anime/53426/Hyakushou_Kizoku","Comedy","" +"41e03305-c30f-4ba6-bf77-f5ef18bb3357","53263","https://myanimelist.net/anime/53263/Seija_Musou__Salaryman_Isekai_de_Ikinokoru_Tame_ni_Ayumu_Michi","Comedy,Fantasy","Isekai,Reincarnation" +"0e1de3b5-cb70-4ef3-ac4d-9e6d7f90a1c7","54959","https://myanimelist.net/anime/54959/BanG_Dream_Its_MyGO","","Music" +"95f8bb73-a40e-4a4d-9413-6a1b1afa8751","51552","https://myanimelist.net/anime/51552/Watashi_no_Shiawase_na_Kekkon","Drama,Fantasy,Romance","Adult Cast,Historical" +"bc395e52-089e-42b4-b858-2083a91401a4","52619","https://myanimelist.net/anime/52619/Jidou_Hanbaiki_ni_Umarekawatta_Ore_wa_Meikyuu_wo_Samayou","Comedy,Fantasy","Isekai,Reincarnation" +"d27e82ef-2074-4c89-bd3c-e5f125a0d4f9","54234","https://myanimelist.net/anime/54234/Suki_na_Ko_ga_Megane_wo_Wasureta","Comedy","Romantic Subtext,School" +"0ab8e2cf-8b95-4f5d-937b-b556bbc60ab3","52611","https://myanimelist.net/anime/52611/Okashi_na_Tensei","Fantasy","Isekai,Reincarnation" +"a5505897-f5fb-4c3e-9673-6e614ad59772","53632","https://myanimelist.net/anime/53632/Yumemiru_Danshi_wa_Genjitsushugisha","Comedy,Romance","School" +"5fa37d41-08e8-456e-b446-20362d6b16a1","51498","https://myanimelist.net/anime/51498/Masamune-kun_no_Revenge_R","Comedy,Romance","Harem,School" +"9e58c426-b961-42a1-ab6a-f8dbf0291c2e","51179","https://myanimelist.net/anime/51179/Mushoku_Tensei_II__Isekai_Ittara_Honki_Dasu","Adventure,Drama,Fantasy,Ecchi","Isekai,Reincarnation" +"e2e42ed5-ccd2-4263-bd6b-39cdedd154af","52214","https://myanimelist.net/anime/52214/Genjitsu_no_Yohane__Sunshine_in_the_Mirror","Fantasy","Idols (Female),Music" +"64c79ad1-46cd-4c5f-b2c9-c59bc699c53d","53127","https://myanimelist.net/anime/53127/Fate_strange_Fake__Whispers_of_Dawn","Action,Fantasy,Supernatural","" +"0659e5f0-2e5c-4a4a-bb01-c4b4bbf29606","52969","https://myanimelist.net/anime/52969/Jitsu_wa_Ore_Saikyou_deshita","Adventure,Fantasy","Isekai,Reincarnation" +"450d5c56-b3ee-45e2-be42-3053b0a8b737","53379","https://myanimelist.net/anime/53379/Uchi_no_Kaisha_no_Chiisai_Senpai_no_Hanashi","Comedy,Romance","Adult Cast,Workplace" +"e88d6fd4-035f-4997-b30b-5d90af3989b8","53428","https://myanimelist.net/anime/53428/Ayaka","Fantasy","Mythology" +"68c4b90a-3ae4-40e4-b6c8-f67b1bd1daca","54760","https://myanimelist.net/anime/54760/Ryza_no_Atelier__Tokoyami_no_Joou_to_Himitsu_no_Kakurega","Adventure,Fantasy","" +"c459a018-aaa3-418c-9fbd-1eaafab4bbf7","54856","https://myanimelist.net/anime/54856/Horimiya__Piece","Romance","School" +"079bf0bf-67b0-4011-9e8b-189e795a9524","46422","https://myanimelist.net/anime/46422/Niehime_to_Kemono_no_Ou","Fantasy,Romance","Anthropomorphic" +"6f5bb377-b9df-4c70-ad71-a5bdfe9337cd","52657","https://myanimelist.net/anime/52657/Ousama_Ranking__Yuuki_no_Takarabako","Adventure,Fantasy","" +"89d47280-8836-402b-a034-cf7709a5b523","50429","https://myanimelist.net/anime/50429/Aiyou_de_Mishi","Mystery,Suspense","" +"85ce9074-5e1a-40c1-b151-3d99c69c8a2e","50796","https://myanimelist.net/anime/50796/Kimi_wa_Houkago_Insomnia","Romance","School" +"8d74152a-d224-430b-aefd-e5004a7056e3","51019","https://myanimelist.net/anime/51019/Kimetsu_no_Yaiba__Katanakaji_no_Sato-hen","Action,Fantasy","Historical" +"8b44a1cd-83e3-495f-860d-db5a06080600","51614","https://myanimelist.net/anime/51614/Ao_no_Orchestra","Drama","Music,Performing Arts,School" +"357fc75d-04c3-425d-bb3b-2a3ab8af0796","52211","https://myanimelist.net/anime/52211/Mashle","Action,Comedy,Fantasy","Gag Humor,Parody,School" +"168ad949-bd04-4acc-8035-6a9fbd5e7e2d","51706","https://myanimelist.net/anime/51706/Yuusha_ga_Shinda","Action,Comedy,Fantasy,Ecchi","Harem,Parody" +"d4e4397a-c56e-41a6-b721-efee418addd9","51693","https://myanimelist.net/anime/51693/Kaminaki_Sekai_no_Kamisama_Katsudou","Action,Comedy,Fantasy","Isekai,Parody,Reincarnation" +"0f673359-4471-4234-8a15-fa7469b444a5","52830","https://myanimelist.net/anime/52830/Isekai_de_Cheat_Skill_wo_Te_ni_Shita_Ore_wa_Genjitsu_Sekai_wo_mo_Musou_Suru__Level_Up_wa_Jinsei_wo_Kaeta","Action,Adventure,Fantasy","Isekai,School" +"877ca0d6-4d29-4604-8b39-0a781f8ecede","51632","https://myanimelist.net/anime/51632/Isekai_wa_Smartphone_to_Tomo_ni_2","Adventure,Comedy,Fantasy,Romance","Harem,Isekai,Reincarnation" +"c8b205f1-7dd8-48e6-bdd0-3bdf3622ae27","50002","https://myanimelist.net/anime/50002/Edens_Zero_2nd_Season","Action,Adventure,Fantasy,Sci-Fi","Space" +"3cd05532-36cc-4fa8-a260-1de426f720fe","46569","https://myanimelist.net/anime/46569/Jigokuraku","Action,Adventure,Fantasy","Gore,Historical,Samurai" +"c4fdb033-ba4a-4349-99c2-9425e6725837","48862","https://myanimelist.net/anime/48862/Cardfight_Vanguard__overDress_Season_2","Action,Drama","Strategy Game" +"0dc907f1-23c5-4904-a4c4-02e49681a669","50606","https://myanimelist.net/anime/50606/Ayakashi_Triangle","Action,Comedy,Romance,Supernatural,Ecchi","Magical Sex Shift,Mythology" +"5e8f5436-7723-4501-a7d5-08be7ef4288d","54883","https://myanimelist.net/anime/54883/Mononogatari_2nd_Season","Action,Fantasy","Adult Cast,Mythology" +"49dc56c6-06f6-4b55-8123-e3b7d3b93158","49387","https://myanimelist.net/anime/49387/Vinland_Saga_Season_2","Action,Adventure,Drama","Gore,Historical" +"2881fe43-ea24-4eda-92a8-98e01e555add","48417","https://myanimelist.net/anime/48417/Maou_Gakuin_no_Futekigousha__Shijou_Saikyou_no_Maou_no_Shiso_Tensei_shite_Shison-tachi_no_Gakkou_e_Kayou_II","Action,Fantasy","Mythology,Reincarnation,School" +"84d4105e-debe-428e-8a70-a246996d87ce","51105","https://myanimelist.net/anime/51105/NieR_Automata_Ver11a","Action,Fantasy,Sci-Fi","" +"b3348c7b-b094-469f-9d6d-5760b13e037c","54842","https://myanimelist.net/anime/54842/Sugar_Apple_Fairy_Tale_Part_2","Adventure,Drama,Fantasy,Romance","Visual Arts" +"c32be042-ee40-4ba7-b413-9feeb07443ab","54947","https://myanimelist.net/anime/54947/Spy_Kyoushitsu_2nd_Season","Action,Fantasy,Mystery","" +"45f52d3a-d848-4def-b6a6-fa15ab788e64","54898","https://myanimelist.net/anime/54898/Bungou_Stray_Dogs_5th_Season","Action,Mystery,Supernatural","Adult Cast,Detective,Organized Crime,Super Power,Vampire" +"4cd95f99-72a5-4bfa-be8f-b37c8f66abc2","50307","https://myanimelist.net/anime/50307/Tonikaku_Kawaii_2nd_Season","Comedy,Romance","" +"df93891f-92e0-4e8b-84f6-d9ed582f77a0","53859","https://myanimelist.net/anime/53859/Wan_Sheng_Jie_4","Comedy,Fantasy","Mythology" +"6f83bbe7-981a-4089-a41f-76344e7e86e0","53050","https://myanimelist.net/anime/53050/Kanojo_Okarishimasu_3rd_Season","Comedy,Romance","Adult Cast,Harem" +"9a68e5d4-5ba7-4832-bd7d-cc4ebb8a03b7","53200","https://myanimelist.net/anime/53200/Hataraku_Maou-sama_2nd_Season","Comedy,Fantasy","Mythology,Romantic Subtext,Workplace" +"7de7ab9f-e480-44a4-ac5b-d0a01a4aa856","49413","https://myanimelist.net/anime/49413/Shiguang_Dailiren_II","Drama,Mystery,Supernatural,Suspense","Adult Cast,Time Travel" +"4f9b9add-6b79-4a9c-842d-0e79322b4d84","53199","https://myanimelist.net/anime/53199/Kidou_Senshi_Gundam__Suisei_no_Majo_Season_2","Action,Sci-Fi","Mecha,School,Space" +"fe637ed2-4fdf-4010-9429-9fe615cb7c45","48917","https://myanimelist.net/anime/48917/Stand_My_Heroes__Warmth_of_Memories","Mystery,Romance","Adult Cast,Detective,Reverse Harem" +"a4364ab9-3c02-4e50-9862-6c715d75fd98","51958","https://myanimelist.net/anime/51958/Kono_Subarashii_Sekai_ni_Bakuen_wo","Comedy,Fantasy","" +"5632cbd4-2731-4e87-8c48-ea1e517dc0b5","43756","https://myanimelist.net/anime/43756/Bakuten","Sports","Performing Arts" +"6778552c-9579-4174-9e9d-76b4200abcdb","48548","https://myanimelist.net/anime/48548/5-toubun_no_Hanayome_Movie","Comedy,Romance","Harem,School" +"ce58c227-85a2-49c2-8977-d256188acf0f","54846","https://myanimelist.net/anime/54846/Aishang_Ta_de_Liyou","Drama,Romance","Adult Cast,Love Polygon" +"5bf8fea5-806f-45bd-86a5-aa1f6c07d8a1","51536","https://myanimelist.net/anime/51536/The_iDOLMSTER_Cinderella_Girls__U149","","Idols (Female),Music" +"0253cb5c-1b01-42f9-b7d0-661f227f5bd0","52034","https://myanimelist.net/anime/52034/Oshi_no_Ko","Drama,Supernatural","Reincarnation,Showbiz" +"ec7b6dcc-2731-4d43-9024-ed1f2749d283","53587","https://myanimelist.net/anime/53587/The_Marginal_Service","Action,Sci-Fi","Adult Cast" +"b057d8f9-71bb-4347-aa6a-7e9ade0e8211","52308","https://myanimelist.net/anime/52308/Kanojo_ga_Koushaku-tei_ni_Itta_Riyuu","Fantasy,Romance","Isekai,Reincarnation" +"4c4bbdb9-fb01-4e7e-863e-7d0920410263","53698","https://myanimelist.net/anime/53698/World_Dai_Star","","Performing Arts" +"8efcc47b-781c-46c1-aa25-da2812edadb3","52092","https://myanimelist.net/anime/52092/My_Home_Hero","Drama,Suspense","Adult Cast,Organized Crime" +"e2ddb349-2803-4528-aeaa-1871b7832b30","52608","https://myanimelist.net/anime/52608/Tensei_Kizoku_no_Isekai_Boukenroku__Jichou_wo_Shiranai_Kamigami_no_Shito","Action,Fantasy,Romance","Harem,Isekai,Reincarnation" +"05ad2f57-f89e-475a-801d-6342f4bd83c1","50220","https://myanimelist.net/anime/50220/Isekai_Shoukan_wa_Nidome_desu","Adventure,Comedy,Fantasy,Romance","Harem,Isekai" +"c30b759e-0d08-4701-b650-c4aa5f72d67a","51705","https://myanimelist.net/anime/51705/Otonari_ni_Ginga","Romance,Supernatural","Childcare,Otaku Culture" +"c728a9d1-c792-4b93-99ca-9f240ea298cb","48981","https://myanimelist.net/anime/48981/Mahou_Shoujo_Magical_Destroyers","Action,Fantasy","Mahou Shoujo,Otaku Culture,Psychological" +"830e8976-3f76-408b-9524-b9ce223fbc7a","52229","https://myanimelist.net/anime/52229/Birdie_Wing__Golf_Girls_Story_Season_2","Sports","" +"b6bd1141-defc-458e-8b64-122e50147dea","52973","https://myanimelist.net/anime/52973/Megami_no_Caf%C3%A9_Terrace","Comedy,Romance,Ecchi","Adult Cast,Harem" +"e8be40c9-d911-4f21-8276-79f24fd1e8ff","54259","https://myanimelist.net/anime/54259/Rokudou_no_Onna-tachi","Comedy,Romance","Delinquents,Harem,School" +"81c0db49-46e6-4704-ad48-512d34ebc65d","51219","https://myanimelist.net/anime/51219/Isekai_One_Turn_Kill_Neesan__Ane_Douhan_no_Isekai_Seikatsu_Hajimemashita","Comedy,Fantasy","Isekai" +"258740db-cfc2-4374-90a7-ee1d872c7150","53163","https://myanimelist.net/anime/53163/Kawaisugi_Crisis","Comedy,Sci-Fi","Pets" +"fe7cb958-9d60-4bc8-b64b-91718a595d96","51415","https://myanimelist.net/anime/51415/OpusCOLORs","Sci-Fi","School,Visual Arts" +"d84b682d-22e6-435f-af9b-6fb4294d6e06","51817","https://myanimelist.net/anime/51817/Watashi_no_Yuri_wa_Oshigoto_desu","Comedy,Girls Love","Workplace" +"78a213de-bc34-4a47-9924-eda38c2cdfa4","52578","https://myanimelist.net/anime/52578/Boku_no_Kokoro_no_Yabai_Yatsu","Comedy,Romance","School" +"4be205a4-3851-4482-9336-11a1614a0d6a","53097","https://myanimelist.net/anime/53097/Tokyo_Mew_Mew_New_%E2%99%A1_2nd_Season","Fantasy,Romance,Sci-Fi","Mahou Shoujo" +"fb3a93db-2a66-44ea-b0a1-ec435ed71f1d","50416","https://myanimelist.net/anime/50416/Skip_to_Loafer","Drama","School" +"4a58c3c7-25d6-4ce1-af8c-7e00487abf54","45486","https://myanimelist.net/anime/45486/Kuma_Kuma_Kuma_Bear_Punch","Adventure,Comedy,Fantasy","Isekai" +"18d91956-3d0b-4545-8d7b-022db27aab73","53621","https://myanimelist.net/anime/53621/Jijou_wo_Shiranai_Tenkousei_ga_Guigui_Kuru","Comedy","Romantic Subtext,School" +"3c111c1d-1392-4afa-8a06-d4a513c22a52","53126","https://myanimelist.net/anime/53126/Yamada-kun_to_Lv999_no_Koi_wo_Suru","Romance","Video Game" +"1f22c346-c932-42ed-82de-55ff1fa853de","52614","https://myanimelist.net/anime/52614/Mix__Meisei_Story_2nd_Season_-_Nidome_no_Natsu_Sora_no_Mukou_e","Drama,Romance,Sports","School,Team Sports" +"79af5517-93de-4324-80b3-fb12617062cf","43608","https://myanimelist.net/anime/43608/Kaguya-sama_wa_Kokurasetai__Ultra_Romantic","Comedy,Romance","School" +"4bb4ef46-a5c4-4f93-850a-e3e328ae1f4b","51815","https://myanimelist.net/anime/51815/Kubo-san_wa_Mob_wo_Yurusanai","Comedy,Romance","School" +"c1f23fb3-85aa-4e5a-b40f-8a20e1cee044","54738","https://myanimelist.net/anime/54738/Majutsushi_Orphen_Hagure_Tabi__Seiiki-hen","Action,Adventure,Drama,Fantasy","Martial Arts" +"c53a81ad-2a2c-4c7c-bfc9-49bc752f4e6b","52274","https://myanimelist.net/anime/52274/Nokemono-tachi_no_Yoru","Action,Fantasy","Anthropomorphic,Historical" +"089fc75c-0a23-43ae-a29d-9a8025cfb0c5","51265","https://myanimelist.net/anime/51265/Inu_ni_Nattara_Suki_na_Hito_ni_Hirowareta","Comedy,Ecchi","" +"b79a7f1d-166f-487d-ac33-eef6d94d3bd8","41514","https://myanimelist.net/anime/41514/Itai_no_wa_Iya_nanode_Bougyoryoku_ni_Kyokufuri_Shitai_to_Omoimasu_2","Action,Adventure,Comedy,Fantasy","Video Game" +"ee3eaca7-da22-46a6-9aa0-20fc80732256","49376","https://myanimelist.net/anime/49376/Mou_Ippon","Sports","Combat Sports,School" +"5872e56a-81ea-496c-8183-5a87a6f6c39c","49109","https://myanimelist.net/anime/49109/Kami-tachi_ni_Hirowareta_Otoko_2nd_Season","Fantasy,Slice of Life","Isekai,Reincarnation" +"8c0823d1-2b7e-48d3-a96e-af4b66e62cdb","52461","https://myanimelist.net/anime/52461/Rougo_ni_Sonaete_Isekai_de_8-manmai_no_Kinka_wo_Tamemasu","Fantasy","Isekai" +"f5b6bb71-c474-425c-a938-97b043422249","50932","https://myanimelist.net/anime/50932/Saikyou_Onmyouji_no_Isekai_Tenseiki","Action,Adventure,Fantasy","Isekai,Reincarnation" +"04e988b1-0a70-41f5-8867-3d9a28bc21a3","53132","https://myanimelist.net/anime/53132/UniteUp","Slice of Life","Idols (Male),Music" +"2ad079b2-4fd4-417f-9522-69fef0f301f9","52093","https://myanimelist.net/anime/52093/Trigun_Stampede","Action,Adventure,Sci-Fi","Adult Cast" +"f8426e0c-adcb-4896-98a7-f598011541bb","52305","https://myanimelist.net/anime/52305/Tomo-chan_wa_Onnanoko","Comedy,Romance","School" +"75a16609-67b3-4087-b236-c2bb1d9e83df","53852","https://myanimelist.net/anime/53852/Li_Shi_Zhentan_Shiwusuo__A_Day_in_Lungmen","Comedy,Mystery","Anthropomorphic,Detective" +"878f4814-13b6-4841-86ad-2f10de7a736a","49709","https://myanimelist.net/anime/49709/Fumetsu_no_Anata_e_Season_2","Adventure,Drama,Supernatural","" +"5e7d0264-399e-44d5-b053-7bfe8fe1ca90","49596","https://myanimelist.net/anime/49596/Blue_Lock","Sports","Team Sports" +"a2ba83a5-e341-4f0a-8d85-386f257c0e71","36028","https://myanimelist.net/anime/36028/Golden_Kamuy","Action,Adventure","Adult Cast,Historical,Military" +"7d6d4f9b-9eba-4a0f-9e0c-1f0f95fa6b63","43760","https://myanimelist.net/anime/43760/Hikari_no_Ou","Fantasy","" +"536f8f87-7b36-474e-a977-d9505a8ab4e5","51495","https://myanimelist.net/anime/51495/Shin_Shinka_no_Mi__Shiranai_Uchi_ni_Kachigumi_Jinsei","Adventure,Fantasy,Romance","Harem,Isekai" +"2eb5fb09-bc84-4317-aa1a-e1f82f01e5c8","50864","https://myanimelist.net/anime/50864/Ooyukiumi_no_Kaina","Fantasy,Suspense","Survival" +"4e839892-0ca4-4556-9e84-9ef1cb0fdf94","52826","https://myanimelist.net/anime/52826/Tsurune__Tsunagari_no_Issha","Sports","School" +"af175646-5df7-4eb7-8369-89b5043105a6","49522","https://myanimelist.net/anime/49522/Toutotsu_ni_Egypt_Shin_2","Comedy,Fantasy","Mythology" +"1b2056fe-c4d8-49c1-a18e-99cfd1a0cd67","53446","https://myanimelist.net/anime/53446/Tondemo_Skill_de_Isekai_Hourou_Meshi","Adventure,Comedy,Fantasy,Gourmet","Isekai" +"2f6b4be0-5e05-4a03-ab1d-9390b0e51e11","50481","https://myanimelist.net/anime/50481/Eiyuuou_Bu_wo_Kiwameru_Tame_Tenseisu__Soshite_Sekai_Saikyou_no_Minarai_Kishi%E2%99%80","Action,Fantasy","Reincarnation" +"820370d1-7e48-4581-ad9f-ffc9011c871f","50287","https://myanimelist.net/anime/50287/Kyuuketsuki_Sugu_Shinu_2","Comedy,Supernatural","Adult Cast,Gag Humor,Vampire" +"ec71715e-083c-41fb-9845-5becd01d28ac","49154","https://myanimelist.net/anime/49154/High_Card","Action,Fantasy","Adult Cast,Organized Crime,Super Power" +"a4013951-a833-4c52-895e-2962b93c83bd","51586","https://myanimelist.net/anime/51586/D4DJ_All_Mix","","Idols (Female),Music,School" +"6bc76949-c4e9-4a58-8cec-bf51e83be112","44204","https://myanimelist.net/anime/44204/Kyokou_Suiri_Season_2","Mystery,Romance,Supernatural","Adult Cast,Mythology" +"f0949c72-0009-4853-b7b4-61272712c534","50854","https://myanimelist.net/anime/50854/Benriya_Saitou-san_Isekai_ni_Iku","Adventure,Comedy,Fantasy","Isekai" +"470c98d7-771a-44b7-98f9-3921bd71226c","52446","https://myanimelist.net/anime/52446/Kaiko_sareta_Ankoku_Heishi_30-dai_no_Slow_na_Second_Life","Fantasy","" +"d5de4edf-8fed-411b-8197-2706a3bb984a","50197","https://myanimelist.net/anime/50197/Ijiranaide_Nagatoro-san_2nd_Attack","Comedy","Romantic Subtext,School" +"cb68dfe6-fce4-4c85-a9fd-2d88cbc5eee3","50739","https://myanimelist.net/anime/50739/Otonari_no_Tenshi-sama_ni_Itsunomanika_Dame_Ningen_ni_Sareteita_Ken","Romance","School" +"f222dfc7-6b5a-411d-810f-f7103674d6e0","50652","https://myanimelist.net/anime/50652/Tsundere_Akuyaku_Reijou_Liselotte_to_Jikkyou_no_Endou-kun_to_Kaisetsu_no_Kobayashi-san","Comedy,Fantasy,Romance","Video Game" +"e7cdc19a-7816-47a9-abe7-fa18427adc94","53411","https://myanimelist.net/anime/53411/Buddy_Daddies","Action,Comedy","Childcare,Organized Crime" +"5f277ac1-e335-49d0-b4f5-732b3a23ffc6","53179","https://myanimelist.net/anime/53179/Ars_no_Kyojuu","Action,Adventure,Fantasy","" +"50702d84-4835-4f26-aa4e-35ab0458a375","48441","https://myanimelist.net/anime/48441/The_Legend_of_Heroes__Sen_no_Kiseki_-_Northern_War","Action,Fantasy","Military" +"2225a4df-2492-4b55-965e-9fb85e5d7eea","53077","https://myanimelist.net/anime/53077/Nijiyon_Animation","Comedy","CGDCT,Idols (Female)" +"b1225585-4a02-4dd4-b8ec-b4d6eb9eeac6","51462","https://myanimelist.net/anime/51462/Isekai_Nonbiri_Nouka","Fantasy,Slice of Life","Isekai" +"475e3c91-faf8-45f9-9703-6663cd2b7aab","51711","https://myanimelist.net/anime/51711/Hyouken_no_Majutsushi_ga_Sekai_wo_Suberu","Action,Fantasy","School" +"4772db59-db48-4afe-bd79-e622370a7918","51678","https://myanimelist.net/anime/51678/Oniichan_wa_Oshimai","Comedy","CGDCT,Magical Sex Shift,School" +"94820685-20ec-46ab-8fee-af284d80ce0f","53111","https://myanimelist.net/anime/53111/Dungeon_ni_Deai_wo_Motomeru_no_wa_Machigatteiru_Darou_ka_IV__Fuka_Shou_-_Yakusai-hen","Action,Adventure,Fantasy","" +"d9adfdf9-46cc-4f57-a10e-ec74d8c1c89f","53213","https://myanimelist.net/anime/53213/Revenger","Action,Drama,Mystery","Adult Cast,Historical,Organized Crime,Samurai" +"8734d315-e0b2-4df8-85ff-1c9458a7de2b","41915","https://myanimelist.net/anime/41915/Zuihou_de_Zhaohuan_Shi","Action,Adventure,Drama,Fantasy","Harem" +"4c3dc137-52dd-48cc-8efd-629f59100032","50284","https://myanimelist.net/anime/50284/Technoroid__Overmind","Mystery,Sci-Fi","Idols (Male),Music" +"83db09c1-6e67-4fa0-bca7-e3888caaed59","52173","https://myanimelist.net/anime/52173/Koori_Zokusei_Danshi_to_Cool_na_Douryou_Joshi","Comedy,Fantasy,Romance","Adult Cast,Mythology,Workplace" +"4a222aee-9a92-4ca2-88b2-73e0bd54008d","52736","https://myanimelist.net/anime/52736/Tensei_Oujo_to_Tensai_Reijou_no_Mahou_Kakumei","Fantasy,Girls Love","Isekai,Reincarnation" +"3a274fa1-ea22-4266-a041-b24b958e68a2","49612","https://myanimelist.net/anime/49612/Ningen_Fushin_no_Boukensha-tachi_ga_Sekai_wo_Sukuu_you_desu","Action,Adventure,Fantasy","" +"a112e51c-5088-438e-9659-0a5faa5cb485","21511","https://myanimelist.net/anime/21511/Kantai_Collection__KanColle","Action,Sci-Fi","Military,School" +"39e6e076-ceed-4712-a8c2-6c617834ac18","51680","https://myanimelist.net/anime/51680/Cool_Doji_Danshi","Slice of Life","Iyashikei" +"86b274a7-852c-4c4c-9f6f-cb97eab6d27f","51293","https://myanimelist.net/anime/51293/Eternal_Boys","Slice of Life","Adult Cast,Idols (Male),Music" +"59fd8bae-865a-4d7f-b9e4-df0378db3a3e","50710","https://myanimelist.net/anime/50710/Urusei_Yatsura_2022","Comedy,Romance,Sci-Fi","Gag Humor" +"0bc63671-d168-414d-9656-1391d52f0f37","44511","https://myanimelist.net/anime/44511/Chainsaw_Man","Action,Fantasy","Gore" +"25c31f80-fec5-4dc6-a0f5-ba334cb7d956","31783","https://myanimelist.net/anime/31783/Yowamushi_Pedal__New_Generation","Sports","Racing" +"3ca98c51-6835-4e01-bf2c-d7ab26952950","49784","https://myanimelist.net/anime/49784/Mairimashita_Iruma-kun_3rd_Season","Comedy,Fantasy","Isekai,Mythology,School" +"38258047-5bd2-4a75-93c1-5d41f62ede50","50891","https://myanimelist.net/anime/50891/Hoshi_no_Samidare","Action,Adventure,Comedy,Drama","Psychological" +"5396d2a0-3f08-48a1-8334-e22c2d18cca1","34566","https://myanimelist.net/anime/34566/Boruto__Naruto_Next_Generations","Action,Adventure,Fantasy","Martial Arts" +"5ee074fa-7ea8-4374-8788-6339eb092f01","49515","https://myanimelist.net/anime/49515/Digimon_Ghost_Game","Action,Adventure,Comedy,Fantasy","" +"c9fc2d38-0f27-41b6-ad18-f10174cfcda6","42962","https://myanimelist.net/anime/42962/Uzaki-chan_wa_Asobitai_Double","Comedy","Adult Cast,Romantic Subtext" +"04271946-1497-4154-bf9b-c4e0b10822d9","52046","https://myanimelist.net/anime/52046/Yuusha_Party_wo_Tsuihou_sareta_Beast_Tamer_Saikyoushu_no_Nekomimi_Shoujo_to_Deau","Action,Fantasy","Harem" +"e1e376fd-d1e6-4e2b-a249-eba6c3968f1a","49918","https://myanimelist.net/anime/49918/Boku_no_Hero_Academia_6th_Season","Action","School,Super Power" +"650337ab-2a70-4de8-bfb6-f3c8214bbf6c","50421","https://myanimelist.net/anime/50421/Shi_Cao_Lao_Long_Bei_Guan_Yi_E_Long_Zhi_Ming","Adventure,Comedy,Fantasy","" +"a63645db-4daa-4d51-af3c-075dbfe011d3","33352","https://myanimelist.net/anime/33352/Violet_Evergarden","Drama,Fantasy","" +"c2daa071-7237-4680-a190-6e1cab3057ff","53149","https://myanimelist.net/anime/53149/Oemojisangjuui","Action,Drama,Supernatural","" +"6c38803d-21f4-4b2b-a3d2-746af5df8e57","11757","https://myanimelist.net/anime/11757/Sword_Art_Online","Action,Adventure,Fantasy,Romance","Love Polygon,Video Game" +"36a79d14-e5a8-4725-8edb-9a18ebe939f9","34798","https://myanimelist.net/anime/34798/Yuru_Camp%E2%96%B3","Slice of Life","CGDCT,Iyashikei" +"16aa2668-a9e6-4d5d-8abe-77027405f0be","41094","https://myanimelist.net/anime/41094/Xian_Wang_de_Richang_Shenghuo","Adventure,Comedy,Fantasy","Mythology,School" +"1c0702c4-b4a7-424e-af67-e3a6f5be94c4","51464","https://myanimelist.net/anime/51464/4-nin_wa_Sorezore_Uso_wo_Tsuku","Comedy,Supernatural","Gag Humor,School,Super Power" +"1fadc81d-ef99-4733-84e6-0ae952eb475a","50923","https://myanimelist.net/anime/50923/Mushikaburi-hime","Drama,Fantasy,Romance","" +"65c28b3e-ce22-43b2-b9ea-daa9c0af55ac","49891","https://myanimelist.net/anime/49891/Tensei_shitara_Ken_deshita","Action,Adventure,Fantasy","Isekai,Reincarnation" +"94192250-eb1b-457b-a0f3-19e2566a24c3","51128","https://myanimelist.net/anime/51128/Noumin_Kanren_no_Skill_bakka_Agetetara_Nazeka_Tsuyoku_Natta","Action,Adventure,Fantasy","" +"de7b6f77-3de4-4024-8f59-6fd539d41bdf","140399","https://myanimelist.net/manga/140399/Shinmai_Renkinjutsushi_no_Tenpo_Keiei","Adventure,Fantasy,Slice of Life","" +"e0c5a28e-9436-4f26-a864-37c562bdd6d0","49533","https://myanimelist.net/anime/49533/Uchi_no_Shishou_wa_Shippo_ga_Nai","Slice of Life,Supernatural","Historical,Mythology,Performing Arts" +"c224e809-faf6-40ec-b105-46fc8546a359","51403","https://myanimelist.net/anime/51403/Renai_Flops","Comedy,Romance,Sci-Fi,Ecchi","Harem,School" +"f4102519-f5bf-439f-a77c-34119bc3462f","50348","https://myanimelist.net/anime/50348/Peter_Grill_to_Kenja_no_Jikan__Super_Extra","Comedy,Fantasy,Erotica","Harem" +"5131096e-e2a4-4c9f-b108-971ad0f99664","50425","https://myanimelist.net/anime/50425/Fuufu_Ijou_Koibito_Miman","Romance","Love Polygon,School" +"f2e3d036-5d20-4ef8-8d69-8427f5378694","47917","https://myanimelist.net/anime/47917/Bocchi_the_Rock","Comedy","CGDCT,Music" +"5891e8af-1889-4301-89ba-c38225ed66ca","51371","https://myanimelist.net/anime/51371/Bucchigire","Action","Historical,Samurai" +"003245a1-8deb-49ab-a121-1fc130daddba","49304","https://myanimelist.net/anime/49304/Seiken_Densetsu__Legend_of_Mana_-_The_Teardrop_Crystal","Adventure","" +"ed45d541-e9d5-46b4-81b3-4c02dfdc8757","31433","https://myanimelist.net/anime/31433/Ginga_Eiyuu_Densetsu__Die_Neue_These_-_Kaikou","Drama,Sci-Fi","Adult Cast,Military,Space" +"c80145ef-f757-4f94-98dd-93e0933f7f48","52193","https://myanimelist.net/anime/52193/Akiba_Meido_Sensou","Action,Comedy","Organized Crime" +"5ede6416-8d4f-4d0d-b2bb-9d5f1ea863fd","48542","https://myanimelist.net/anime/48542/Do_It_Yourself","Slice of Life","CGDCT,School" +"9f8b08cc-f4f4-4d26-9915-51653ac862e0","40608","https://myanimelist.net/anime/40608/Muv-Luv_Alternative","Action,Drama,Sci-Fi","Mecha,Military" +"839c1055-fe1f-4bcd-9235-3ab9f870cf9b","51212","https://myanimelist.net/anime/51212/Futoku_no_Guild","Comedy,Fantasy,Ecchi","Harem" +"f3e5b6ff-c38c-484e-956a-6a0154275a19","50172","https://myanimelist.net/anime/50172/Mob_Psycho_100_III","Action,Comedy,Supernatural","Super Power" +"7bffd0e4-ca54-4e3a-80f2-0e77fa3dc947","53012","https://myanimelist.net/anime/53012/Human_Bug_Daigaku","Comedy,Mystery","Educational" +"40716484-9188-430a-880c-6c95d5886126","49220","https://myanimelist.net/anime/49220/Isekai_Ojisan","Comedy,Fantasy","Adult Cast,Isekai,Otaku Culture,Parody" +"631c11f9-1844-4e85-be7f-6eff95b0e673","43771","https://myanimelist.net/anime/43771/Vazzrock_The_Animation","","Idols (Male),Music" +"6c3146ce-2937-4293-be95-8271a1a44859","51098","https://myanimelist.net/anime/51098/Shinobi_no_Ittoki","Action","School" +"08285190-07d6-479b-93a4-05a812feff03","45560","https://myanimelist.net/anime/45560/Orient","Action,Adventure,Fantasy","Historical,Samurai" +"6b661c80-a907-45fe-9b01-c50b3e1cf9c0","51096","https://myanimelist.net/anime/51096/Youkoso_Jitsuryoku_Shijou_Shugi_no_Kyoushitsu_e_2nd_Season","Drama","Psychological,School" +"0f4af995-515e-4c1b-8c3e-b352534fd6e1","41169","https://myanimelist.net/anime/41169/Love_Live_Superstar","Slice of Life","Idols (Female),Music,School" +"95515d96-8929-4192-8810-d55182f6e240","41224","https://myanimelist.net/anime/41224/Bai_Yao_Pu","Adventure,Fantasy,Mystery,Supernatural","Historical" +"874b5d62-c9f8-4bc2-bdf0-4072bdf9a20d","36040","https://myanimelist.net/anime/36040/Knights_of_the_Zodiac__Saint_Seiya","Action,Adventure,Fantasy,Sci-Fi","Mythology" +"1498c102-ec21-40f8-9017-5c4c4f63d168","48649","https://myanimelist.net/anime/48649/Fuuto_Tantei","Action,Mystery,Supernatural","Detective" +"8d9b357a-7998-4d45-a9c4-5ada0f850445","49285","https://myanimelist.net/anime/49285/Waccha_PriMagi","","Idols (Female),Mahou Shoujo,Music" +"bee92896-2a6a-4511-b655-ec1ac2b3c414","50709","https://myanimelist.net/anime/50709/Lycoris_Recoil","Action","" +"14722711-ce00-4873-9de9-589a1b9b182c","51837","https://myanimelist.net/anime/51837/Saikin_Yatotta_Maid_ga_Ayashii","Comedy","Romantic Subtext" +"e813b988-d93b-451e-b0a2-05581f057e53","48675","https://myanimelist.net/anime/48675/Kakkou_no_Iinazuke","Comedy,Romance","Harem" +"03864971-5e96-4141-a86a-7b60b69674bc","50663","https://myanimelist.net/anime/50663/Poputepipikku_2nd_Season","Comedy","Gag Humor,Parody" +"850a2c02-5668-4677-862c-6a5832c130de","52976","https://myanimelist.net/anime/52976/Berserk__Ougon_Jidai-hen_-_Memorial_Edition","Action,Adventure,Drama,Fantasy,Horror","Gore,Military" +"d436c2f1-0673-4a4b-9213-31a7f332782b","40590","https://myanimelist.net/anime/40590/Utawarerumono__Futari_no_Hakuoro","Action,Drama,Fantasy","" +"58f1495e-7987-468a-9076-02ef9074b3a2","50160","https://myanimelist.net/anime/50160/Kingdom_4th_Season","Action","Historical,Military" +"ce98499b-9b28-4d83-95c5-c85e94a8702a","50590","https://myanimelist.net/anime/50590/Koukyuu_no_Karasu","Fantasy,Mystery","Historical,Mythology" +"ff4ba6fe-cc92-4f7c-b9f7-dbe01e2ee1aa","49979","https://myanimelist.net/anime/49979/Akuyaku_Reijou_nanode_Last_Boss_wo_Kattemimashita","Comedy,Fantasy,Romance","Isekai,Reincarnation" +"f382de51-320c-49f3-9309-eaa094778696","40906","https://myanimelist.net/anime/40906/Dragon_Quest__Dai_no_Daibouken_2020","Action,Adventure,Fantasy","" +"ada9f556-f5ab-4dc1-8e8e-d45825747f2e","49220","https://myanimelist.net/anime/49220/Isekai_Ojisan","Comedy,Fantasy","Adult Cast,Isekai,Otaku Culture,Parody" +"ada9f556-f5ab-4dc1-8e8e-d45825747f2e","49220","https://myanimelist.net/anime/49220/Isekai_Ojisan","Comedy,Fantasy","Adult Cast,Isekai,Otaku Culture,Parody" +"b63f89d5-cd3a-43ef-b151-e269ba1d8bf3","","","Adventure,Comedy,Fantasy","" +"f1ed98f1-271c-43d9-9d2f-1bc19870f3dc","","","Action,Adventure,Comedy,Drama,Fantasy","" \ No newline at end of file diff --git a/pom.xml b/pom.xml index c812b45..f5fdd29 100644 --- a/pom.xml +++ b/pom.xml @@ -183,6 +183,11 @@ guice 7.0.0 + + com.opencsv + opencsv + 5.8 + diff --git a/src/main/kotlin/fr/ziedelth/services/RecommendationService.kt b/src/main/kotlin/fr/ziedelth/services/RecommendationService.kt new file mode 100644 index 0000000..463d7e5 --- /dev/null +++ b/src/main/kotlin/fr/ziedelth/services/RecommendationService.kt @@ -0,0 +1,106 @@ +package fr.ziedelth.services + +import com.google.inject.Inject +import com.opencsv.CSVReader +import com.opencsv.CSVReaderBuilder +import fr.ziedelth.entities.Anime +import fr.ziedelth.entities.Genre +import fr.ziedelth.repositories.AnimeRepository +import java.io.File +import java.util.* + +class RecommendationService { + @Inject + private lateinit var animeRepository: AnimeRepository + + fun getRecommendations(animes: List): Set> { + val csvFile = File("data/anime-genres-themes.csv") + val csvReader = CSVReaderBuilder(csvFile.reader()).withSkipLines(1).build() + val allGenres = mutableSetOf() + val parsedAnimes = parseAnimeData(csvReader, allGenres) + val availableGenres = allGenres.sorted() + val intersectionAnimes = parsedAnimes.filter { anime -> animes.any { anime.uuid == it.uuid } } + + val animeGenreMatrices = intersectionAnimes.map { anime -> + multiplyMatrix( + buildAnimeGenreMatrix( + anime, + availableGenres + ), 1.0 + ) + } + + val sum = animeGenreMatrices.sum(availableGenres.size) + val normalized = normalizeMatrix(sum) + val nonIntersectionAnimes = parsedAnimes.filter { anime -> intersectionAnimes.none { anime.uuid == it.uuid } } + + val sortedRecommendations = nonIntersectionAnimes.map { anime -> + val matrix = buildAnimeGenreMatrix(anime, availableGenres) + val result = multiplyMatrix(normalized, matrix) + val matrixSum = result.sum() + anime to matrixSum + }.sortedByDescending { it.second }.toMutableSet() + sortedRecommendations.removeIf { it.second == 0.0 } + + return sortedRecommendations + } + + private fun parseAnimeData( + csvReader: CSVReader, + allGenres: MutableSet + ): MutableSet { + val parsedAnimes = mutableSetOf() + + while (true) { + val line = csvReader.readNext() ?: break + val anime = animeRepository.find(UUID.fromString(line[0])) ?: continue + val genres = line[3].split(",") + val themes = line[4].split(",") + + val trimmedGenres = genres.map { it.trim().lowercase() } + val trimmedThemes = themes.map { it.trim().lowercase() } + val allAnimeGenres = trimmedGenres + trimmedThemes + + allGenres.addAll(allAnimeGenres) + + anime.genres.addAll(allAnimeGenres.map { Genre(name = it) }) + parsedAnimes.add(anime) + } + + return parsedAnimes + } + + private fun buildAnimeGenreMatrix(anime: Anime, genres: List): DoubleArray { + val matrix = DoubleArray(genres.size) { 0.0 } + genres.forEachIndexed { index, genre -> matrix[index] = if (anime.genres.any { it.name == genre }) 1.0 else 0.0 } + return matrix + } + + private fun multiplyMatrix(matrix: DoubleArray, number: Double): DoubleArray { + val outputMatrix = DoubleArray(matrix.size) + matrix.forEachIndexed { index, d -> outputMatrix[index] = d * number } + return outputMatrix + } + + private fun multiplyMatrix(matrix1: DoubleArray, matrix2: DoubleArray): DoubleArray { + if (matrix1.size != matrix2.size) throw Exception("Matrices are not of the same size") + return matrix1.mapIndexed { index, value -> value * matrix2[index] }.toDoubleArray() + } + + private fun List.sum(size: Int): DoubleArray { + val sumArray = DoubleArray(size) { 0.0 } + + this.forEach { matrix -> + matrix.forEachIndexed { index, value -> + sumArray[index] += value + } + } + + return sumArray + } + + private fun normalizeMatrix(matrix: DoubleArray): DoubleArray { + val sum = matrix.sum() + return matrix.map { it / sum }.toDoubleArray() + } +} \ No newline at end of file