diff --git "a/Danbooru Prompt Selector/TEST2024/artist_dictionary.py" "b/Danbooru Prompt Selector/TEST2024/artist_dictionary.py"
new file mode 100644--- /dev/null
+++ "b/Danbooru Prompt Selector/TEST2024/artist_dictionary.py"
@@ -0,0 +1,12202 @@
+artist_dict = {
+    "ebifurya": 4565,
+    "kanon (kurogane knights)": 3342,
+    "naga u": 2958,
+    "kou hiyoyo": 2863,
+    "kouji (campus life)": 2724,
+    "matsunaga kouyou": 2721,
+    "ruu (tksymkw)": 2702,
+    "yaegashi nan": 2665,
+    "chihuri": 2454,
+    "ojipon": 2420,
+    "hungry clicker": 2366,
+    "hara (harayutaka)": 2309,
+    "hammer (sunset beach)": 2304,
+    "ido (teketeke)": 2267,
+    "itomugi-kun": 2258,
+    "iesupa": 2215,
+    "bb (baalbuddy)": 2203,
+    "bow (bhp)": 2112,
+    "shiseki hirame": 2094,
+    "rariatto (ganguri)": 2054,
+    "sofra": 2039,
+    "ixy": 2028,
+    "mizuki hitoshi": 2027,
+    "minaba hideo": 2024,
+    "kirisawa juuzou": 2019,
+    "nanashi (nlo)": 2009,
+    "avogado6": 1985,
+    "ishiyumi": 1982,
+    "boris (noborhys)": 1935,
+    "hews": 1933,
+    "haruyama kazunori": 1923,
+    "slugbox": 1886,
+    "hiroki (yyqw7151)": 1861,
+    "hamu koutarou": 1843,
+    "sumiyao (amam)": 1806,
+    "nyantcha": 1802,
+    "ginhaha": 1764,
+    "m-da s-tarou": 1749,
+    "taisa (kari)": 1742,
+    "kitsunerider": 1736,
+    "sincos": 1712,
+    "blade (galaxist)": 1704,
+    "neocoill": 1653,
+    "konoshige (ryuun)": 1646,
+    "kanikama": 1623,
+    "belko": 1616,
+    "takafumi": 1598,
+    "zounose": 1578,
+    "yukie (kusaka shi)": 1569,
+    "yamamoto souichirou": 1557,
+    "mochi au lait": 1538,
+    "shiromanta": 1482,
+    "merunyaa": 1480,
+    "agawa ryou": 1464,
+    "tsukishiro saika": 1452,
+    "hana kazari": 1449,
+    "milkpanda": 1437,
+    "fumihiko (fu mihi ko)": 1408,
+    "wa (genryusui)": 1405,
+    "enkyo yuuichirou": 1400,
+    "kaamin (mariarose753)": 1395,
+    "chanta (ayatakaoisii)": 1394,
+    "yd (orange maru)": 1390,
+    "nekotoufu": 1381,
+    "kilye kairi": 1374,
+    "kasumi (skchkko)": 1374,
+    "bkub": 1373,
+    "cutesexyrobutts": 1365,
+    "yukito (dreamrider)": 1358,
+    "hisona (suaritesumi)": 1344,
+    "gweda": 1343,
+    "ohisashiburi": 1342,
+    "houtengeki": 1333,
+    "tsunako": 1328,
+    "kamille (vcx68)": 1312,
+    "anti (untea9)": 1308,
+    "yunamaro": 1306,
+    "nikorashi-ka": 1300,
+    "sheya": 1292,
+    "yua (checkmate)": 1283,
+    "haruhisky": 1281,
+    "diva (hyxpk)": 1274,
+    "mizumizuni": 1257,
+    "yomu (sgt epper)": 1249,
+    "toosaka asagi": 1247,
+    "horosuke": 1246,
+    "ha akabouzu": 1246,
+    "yuuhagi (amaretto-no-natsu)": 1246,
+    "ramchi": 1244,
+    "phantom ix row": 1243,
+    "ikeuchi tanuma": 1242,
+    "gonzarez": 1236,
+    "kujou karasuma": 1235,
+    "hisahiko": 1227,
+    "dd (ijigendd)": 1220,
+    "afrobull": 1203,
+    "hinghoi": 1201,
+    "dandon fuga": 1193,
+    "asteroid ill": 1183,
+    "jokanhiyou": 1168,
+    "sekina": 1166,
+    "echo (circa)": 1160,
+    "ikuchan kaoru": 1154,
+    "koyama shigeru": 1136,
+    "kemachiku": 1132,
+    "personal ami": 1131,
+    "samneco": 1130,
+    "optionaltypo": 1121,
+    "miyo (ranthath)": 1120,
+    "tk8d32": 1116,
+    "tani takeshi": 1113,
+    "mery (yangmalgage)": 1107,
+    "hizaka": 1106,
+    "kuavera": 1105,
+    "fusu (a95101221)": 1102,
+    "tsuruse": 1096,
+    "futa (nabezoko)": 1089,
+    "yoshio (55level)": 1085,
+    "karukan (monjya)": 1081,
+    "kouno (masao)": 1074,
+    "asutora": 1072,
+    "goma (yoku yatta hou jane)": 1071,
+    "warugaki (sk-ii)": 1071,
+    "dokomon": 1066,
+    "gurande (g-size)": 1063,
+    "jmg": 1062,
+    "sorimachi-doufu": 1056,
+    "kame (kamepan44231)": 1055,
+    "doitsuken": 1054,
+    "tonee": 1053,
+    "jako (jakoo21)": 1043,
+    "saiguchi otoufu": 1039,
+    "kankan33333": 1036,
+    "suzuki toto": 1036,
+    "asaya minoru": 1030,
+    "yuuji (and)": 1029,
+    "niliu chahui": 1022,
+    "otokuyou": 1020,
+    "nori tamago": 1018,
+    "aldehyde": 1008,
+    "bubukka": 1007,
+    "e.o.": 1004,
+    "yohane": 1004,
+    "elf (stroll in the woods)": 1003,
+    "imu sanjo": 1001,
+    "aztodio": 998,
+    "ichikawa feesu": 996,
+    "jinguu (4839ms)": 993,
+    "ini (inunabe00)": 991,
+    "tsukudani (coke-buta)": 989,
+    "kinkymation": 988,
+    "nanakusa suzuna": 984,
+    "mitya": 979,
+    "uccow": 973,
+    "negom": 971,
+    "kanpa (campagne 9)": 970,
+    "takato kurosuke": 969,
+    "beni shake": 968,
+    "pentagon (railgun ky1206)": 968,
+    "ayamy": 964,
+    "kukie-nyan": 964,
+    "yopparai oni": 963,
+    "mossacannibalis": 961,
+    "ririko (zhuoyandesailaer)": 955,
+    "takiki": 955,
+    "zanntetu": 954,
+    "lamb-oic029": 953,
+    "meyoco": 947,
+    "seraziel": 946,
+    "mikozin": 942,
+    "niwarhythm": 941,
+    "mattaku mousuke": 939,
+    "chigusa minori": 938,
+    "abubu": 935,
+    "momo no sukebe": 934,
+    "qqqrinkappp": 932,
+    "oouso": 930,
+    "dishwasher1910": 928,
+    "oekakizuki": 927,
+    "aaaa (quad-a)": 924,
+    "cle masahiro": 916,
+    "fujima takuya": 914,
+    "mk (mod0)": 914,
+    "masukuza j": 913,
+    "kuro kosyou": 912,
+    "himajin noizu": 912,
+    "ilya kuvshinov": 908,
+    "deadnooodles": 908,
+    "do m kaeru": 907,
+    "tukiwani": 904,
+    "gomennasai": 901,
+    "cougar (cougar1404)": 901,
+    "lpip": 899,
+    "mashuu (neko no oyashiro)": 898,
+    "akairiot": 897,
+    "null (nyanpyoun)": 896,
+    "b-ginga": 893,
+    "misumi (macaroni)": 892,
+    "minato ojitan": 890,
+    "annin musou": 886,
+    "criis-chan": 884,
+    "mauve": 882,
+    "yanyo (ogino atsuki)": 881,
+    "ayu (mog)": 880,
+    "kashikaze": 878,
+    "bee (deadflow)": 876,
+    "92m": 874,
+    "dikko": 872,
+    "kase daiki": 871,
+    "moyoron": 871,
+    "inaba shiki": 869,
+    "kopaka (karda nui)": 868,
+    "kiritto": 867,
+    "ama mitsuki": 858,
+    "fkey": 857,
+    "obiwan": 855,
+    "donguri suzume": 855,
+    "rtil": 854,
+    "akkijin": 851,
+    "sciamano240": 851,
+    "cait aron": 850,
+    "tanabe (fueisei)": 850,
+    "jun (navigavi)": 849,
+    "chikuwa.": 848,
+    "sayori (neko works)": 843,
+    "tofuubear": 841,
+    "hibiki (zerocodo)": 838,
+    "rokugou daisuke": 833,
+    "huyumitsu": 832,
+    "hori (hori no su)": 831,
+    "moke ro": 829,
+    "abmayo": 829,
+    "creayus": 828,
+    "yuureidoushi (yuurei6214)": 826,
+    "isshiki (ffmania7)": 825,
+    "moisture (chichi)": 824,
+    "tony taka": 824,
+    "mashiro yukiya": 824,
+    "samip": 824,
+    "meito (maze)": 823,
+    "kazenokaze": 820,
+    "bigrbear": 820,
+    "zyugoya": 817,
+    "ryusei hashida": 815,
+    "wisespeak": 810,
+    "untue": 809,
+    "scottie (phantom2)": 804,
+    "mika pikazo": 799,
+    "jjune": 799,
+    "akitsuki karasu": 799,
+    "cluseller": 799,
+    "asanagi": 797,
+    "jack dempa": 797,
+    "nii manabu": 797,
+    "hayabusa": 791,
+    "riyo (lyomsnpmp)": 790,
+    "k-suwabe": 789,
+    "shimmer": 789,
+    "kantoku": 788,
+    "ootsuki wataru": 788,
+    "fuuzasa": 788,
+    "aki99": 783,
+    "iwashi dorobou -r-": 783,
+    "kapatarou": 782,
+    "nt00": 782,
+    "yuuji (yukimimi)": 782,
+    "horn/wood": 782,
+    "kamelie": 780,
+    "konnyaku (kk-monmon)": 778,
+    "asamura hiori": 777,
+    "moyazou (kitaguni moyashi seizoujo)": 776,
+    "pote (ptkan)": 776,
+    "zheng": 775,
+    "kani biimu": 773,
+    "jin (mugenjin)": 773,
+    "tandohark": 773,
+    "izawa (bhive003)": 773,
+    "mamerakkkkko": 772,
+    "kurokoshou (emuburemu123)": 771,
+    "sakura oriko": 771,
+    "lambda (kusowarota)": 771,
+    "jellytits-7": 771,
+    "guin guin": 768,
+    "roke (taikodon)": 767,
+    "gmkj": 766,
+    "mamaloni": 764,
+    "konbu wakame": 763,
+    "shashaki": 760,
+    "a1": 758,
+    "gotou (nekocat)": 757,
+    "swd3e2": 757,
+    "sakiyamama": 755,
+    "zen (kamuro)": 754,
+    "piromizu": 753,
+    "chita (ketchup)": 753,
+    "hoshi san 3": 753,
+    "kawayabug": 752,
+    "torriet": 751,
+    "torotei": 750,
+    "ogami kazuki": 749,
+    "tsukareta san": 749,
+    "yamashichi (mtseven)": 748,
+    "vahn yourdoom": 747,
+    "greem bang": 745,
+    "iwbitu": 743,
+    "koyorin": 742,
+    "erere": 742,
+    "sutahiro (donta)": 742,
+    "raptor7": 740,
+    "kashu (hizake)": 739,
+    "sousouman": 738,
+    "no-kan": 737,
+    "miyagoe yoshitsuki": 733,
+    "muuran": 733,
+    "maturiuta sorato": 732,
+    "kuzuryuu kennosuke": 732,
+    "eiri (eirri)": 731,
+    "kanta (kanta 077)": 731,
+    "shengtian": 730,
+    "osiimi": 727,
+    "hizuki yayoi": 723,
+    "tanaka kusao": 723,
+    "momoko (momopoco)": 722,
+    "makuwauri": 722,
+    "ma rukan": 721,
+    "kairunoburogu": 719,
+    "makicha (sasurainopink)": 719,
+    "kimmy77": 718,
+    "tama (tamago)": 717,
+    "nanoless": 717,
+    "shirosato": 715,
+    "goma (gomasamune)": 715,
+    "tsukiman": 715,
+    "haru (nakajou-28)": 714,
+    "lack": 713,
+    "pochincoff": 713,
+    "ucmm": 712,
+    "lasterk": 708,
+    "kanabun": 708,
+    "neoartcore": 708,
+    "shimokirin": 707,
+    "ru zhai": 707,
+    "i.u.y": 706,
+    "atdan": 705,
+    "minakami (flyingman555)": 704,
+    "gaou (umaiyo puyoman)": 701,
+    "ajitarou (setsu)": 701,
+    "baffu": 699,
+    "furukawa (yomawari)": 698,
+    "kawashina (momen silicon)": 698,
+    "unfairr": 697,
+    "ittokyu": 697,
+    "cato (monocatienus)": 695,
+    "kishida shiki": 695,
+    "liang xing": 693,
+    "mikan (chipstar182)": 693,
+    "aster crowley": 692,
+    "ke-ta": 690,
+    "jcm2": 690,
+    "falken (yutozin)": 690,
+    "koruri": 689,
+    "ergot": 689,
+    "jazz jack": 687,
+    "aestheticc-meme": 686,
+    "sky-freedom": 685,
+    "welt (kinsei koutenkyoku)": 685,
+    "hikawa shou": 682,
+    "nahaki": 681,
+    "ichimi": 681,
+    "ryuusei (mark ii)": 680,
+    "rui (sugar3)": 680,
+    "harigane shinshi": 678,
+    "ueyama michirou": 676,
+    "mel (melty pot)": 676,
+    "satou daiji": 675,
+    "xinzoruo": 675,
+    "namori": 674,
+    "40hara": 672,
+    "dopey (dopq)": 670,
+    "donburi (donburikazoku)": 670,
+    "xiujia yihuizi": 668,
+    "syuri22": 668,
+    "misumi (niku-kyu)": 666,
+    "starraisins": 666,
+    "yoshi tama": 665,
+    "engiyoshi": 665,
+    "drawfag": 664,
+    "gomtang": 664,
+    "odawara hakone": 663,
+    "nyong nyong": 661,
+    "club3": 660,
+    "himura kiseki": 659,
+    "cian yo": 659,
+    "jtveemo": 658,
+    "foxyreine": 658,
+    "syhan": 658,
+    "casino (casinoep)": 656,
+    "pokoten (pokoten718)": 656,
+    "adsouto": 656,
+    "apple caramel": 655,
+    "masayo (gin no ame)": 655,
+    "kagematsuri": 655,
+    "kotobuki (tiny life)": 655,
+    "lindaroze": 654,
+    "tottotonero": 654,
+    "ancesra": 654,
+    "rappa (rappaya)": 653,
+    "hotate-chan": 653,
+    "sunnysideup": 653,
+    "maboroshi mochi": 653,
+    "varniskarnis": 653,
+    "kfr": 652,
+    "yuki arare": 651,
+    "massakasama": 650,
+    "silence girl": 649,
+    "kakure eria": 649,
+    "rinotuna": 649,
+    "ban! (bansankan)": 647,
+    "nanase nao": 647,
+    "omachi (slabco)": 647,
+    "hekiga (freelot)": 647,
+    "modare": 646,
+    "dagasi": 646,
+    "lvl (sentrythe2310)": 644,
+    "nottytiffy": 644,
+    "nonco": 644,
+    "maru (marg0613)": 644,
+    "camonome": 644,
+    "natsuki teru": 642,
+    "ejami": 641,
+    "rotte (1109)": 641,
+    "gentsuki": 638,
+    "mikage takashi": 638,
+    "riichu": 638,
+    "chaesu": 637,
+    "kotoyama": 636,
+    "meimaru inuchiyo": 636,
+    "m.m": 635,
+    "yoako": 635,
+    "chai (drawingchisanne)": 635,
+    "mimonel": 634,
+    "kanzakietc": 634,
+    "izumi tsubasu": 634,
+    "kaisen chuui": 633,
+    "natsuya (kuttuki)": 633,
+    "crow (siranui)": 632,
+    "yabuki kentarou": 631,
+    "yume no owari": 631,
+    "koyuki (kotatsu358)": 631,
+    "ulrich (tagaragakuin)": 628,
+    "jetto komusou": 628,
+    "kloah": 627,
+    "bbb (friskuser)": 627,
+    "yaneko uta": 627,
+    "hidefu kitayan": 627,
+    "oryo (oryo04)": 626,
+    "hxxg": 626,
+    "ett": 626,
+    "ebi 193": 625,
+    "haoni": 625,
+    "amagi (amagi626)": 625,
+    "beijuu": 624,
+    "porforever": 623,
+    "sunhyun": 623,
+    "distr": 623,
+    "aurahack": 622,
+    "fuji (pixiv24804665)": 622,
+    "fuya (tempupupu)": 621,
+    "ragho no erika": 620,
+    "as109": 619,
+    "halcon": 618,
+    "eromame": 618,
+    "boa (brianoa)": 617,
+    "chacharan": 617,
+    "ameno (a meno0)": 615,
+    "yoi naosuke": 615,
+    "tomose shunsaku": 614,
+    "capriccio": 614,
+    "seijun": 614,
+    "darumoon": 614,
+    "fu-ta": 613,
+    "nedia (nedia region)": 613,
+    "kichihachi": 613,
+    "barbariank": 612,
+    "mae (maesanpicture)": 612,
+    "hospital king": 611,
+    "bacius": 609,
+    "lansane": 607,
+    "yamabukiiro": 607,
+    "nakamura regura": 606,
+    "seihekiog": 606,
+    "kaetzchen": 605,
+    "hitotsuki nebura": 604,
+    "blew andwhite": 604,
+    "aoki (fumomo)": 604,
+    "kurukurumagical": 604,
+    "fir3born": 604,
+    "mignon": 603,
+    "tsukiyo (skymint)": 603,
+    "himeyamato": 603,
+    "guweiz": 602,
+    "hm (hmongt)": 602,
+    "juurouta": 602,
+    "surio": 601,
+    "kimoshi": 600,
+    "dairi": 599,
+    "crumbles": 599,
+    "arinu": 598,
+    "shiratama (shiratamaco)": 598,
+    "orizen": 597,
+    "n.g.": 596,
+    "suminagashi": 596,
+    "jjanda": 596,
+    "isshi pyuma": 595,
+    "zucchini": 595,
+    "usashiro mani": 593,
+    "serebi ryousangata": 592,
+    "yt (wai-tei)": 591,
+    "matilda fiship": 591,
+    "mizuumi (bb)": 590,
+    "kabocha torute": 589,
+    "akchu": 589,
+    "yone kinji": 589,
+    "neki (wakiko)": 588,
+    "koto inari": 588,
+    "nekoda (maoda)": 588,
+    "kamogawa tanuki": 588,
+    "norman maggot": 587,
+    "kyouda suzuka": 587,
+    "ishii hisao": 586,
+    "fuzichoco": 586,
+    "hong (white spider)": 585,
+    "gazing eye": 585,
+    "morisobo": 583,
+    "greenteaneko": 582,
+    "icomochi": 582,
+    "omone hokoma agm": 582,
+    "seramikku": 581,
+    "okina ika": 581,
+    "sei (kaien kien)": 581,
+    "mondi hl": 581,
+    "alp": 579,
+    "shikito": 579,
+    "mawaru (mawaru)": 579,
+    "takasuma hiro": 578,
+    "cuboon": 577,
+    "nadegata": 576,
+    "mataro (matarou)": 575,
+    "sakimichan": 575,
+    "pallad": 574,
+    "shino (ponjiyuusu)": 574,
+    "hanasaka houcha": 574,
+    "hanzou": 573,
+    "toshishikisai": 572,
+    "yano toshinori": 570,
+    "menma (enaic31)": 569,
+    "miyase mahiro": 568,
+    "elfenlied22": 568,
+    "luke (dydansgur)": 568,
+    "daiaru": 567,
+    "sakazaki freddy": 566,
+    "misu kasumi": 566,
+    "satou kibi": 565,
+    "bison cangshu": 565,
+    "ayanepuna": 565,
+    "neon-tetora": 565,
+    "ri-net": 565,
+    "quick waipa": 565,
+    "kobayashi chisato": 564,
+    "waterring": 564,
+    "xenon (for achieve)": 564,
+    "finalcake": 564,
+    "gawako": 564,
+    "nagishiro mito": 563,
+    "chamaji": 563,
+    "ekz (robotekz)": 562,
+    "morikura en": 561,
+    "ryo (tg290)": 561,
+    "timbougami": 561,
+    "komeshiro kasu": 560,
+    "mozukuzu (manukedori)": 560,
+    "ndgd": 559,
+    "topu": 559,
+    "xingzhi lv": 559,
+    "nekoya (liu)": 558,
+    "twrlare": 558,
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