improved similarity sort algo

also fixed bug "missing image file" label was incorrectly applied when artist is unknown to SDXL

artists_and_tags.js

@@ -18,7 +18,7 @@ var artistsData = [
 ["Adamski","Josh","atmospheric|colorful|contemporary|high-contrast|Impressionism|landscapes|nature|photography|photography-color|serenity|added-2023-08",false,["2p"]],
 ["Addams","Charles","cartoon|contemporary|illustration|social-commentary|added-2023-08",false,[]],
 ["Adnan","Etel","abstract|color-field|colorful|landscapes|nature|serenity|vibrant|female-artist|added-2023-08",false,[]],
-["Aenami","Alena","atmospheric|digital|dreaminess|fantasy|landscapes|serenity|surreal|vibrant|female-artist|added-2023-08",false,[]],
+["Aenami","Alena","atmospheric|dark|digital|dreaminess|fantasy|landscapes|serenity|surreal|vibrant|female-artist|added-2023-08",false,[]],
 ["Afremov","Leonid","atmospheric|cityscapes|colorful|Impressionism|nature|vibrant|added-2023-08",false,["2a"]],
 ["Afshar","Petros","abstract|contemporary|graphic-design|mixed-media|multimedia|added-2023-08",false,[]],
 ["Agam","Yaacov","abstract|angular|colorful|illusion|interactive|installation|geometric|kinetic|vibrant|added-2023-08",false,[]],
@@ -69,7 +69,7 @@ var artistsData = [
 ["Baishi","Qi","animals|Chinese|colorful|everyday-life|humor|painting|added-2024-03",false,[]],
 ["Bak","Karol","concept-art|contemporary|Impressionism|metamorphosis|painting|added-2023-08",false,[]],
 ["Bakshi","Ralph","American|animation|cartoon|contemporary|counter-culture|erotica|pulp|added-2024-03",false,["0a","3a","2a"]],
-["Balaskas","Christopher","digital|eeriness|futuristic|landscapes|outer-space|science-fiction|vibrant|added-2023-08",false,[]],
+["Balaskas","Christopher","aliens|alien-worlds|digital|eeriness|futuristic|landscapes|outer-space|science-fiction|vibrant|added-2023-08",false,[]],
 ["Bana","Benedick","3d-rendering|characters|cyberpunk|dystopia|grungy|industrial|messy|science-fiction|added-2023-08",false,[]],
 ["Banksy","","anonymous|graffiti|high-contrast|politics|social-commentary|street-art|urban-life|added-2023-08",false,[]],
 ["Barbier","George","Art-deco|Art-Nouveau|costumes|fashion|illustration|nudes|romance|theater|added-2023-08",false,["0a","2a","2l","3a"]],
@@ -79,7 +79,7 @@ var artistsData = [
 ["Barney","Matthew","conceptual|creatures|film|multimedia|performance|photography|photography-color|sculpture|surreal|video-art|added-2023-08",false,[]],
 ["Barrett","Angela","animals|fantasy|kids-book|whimsy|female-artist|added-2023-08",false,[]],
 ["Bartlett","Bo","American|contemporary|realism|painting|everyday-life|observation|mystery|added-2024-03",false,[]],
-["Basquiat","Jean-Michel","African-American|contemporary|Expressionism|graffiti|messy|Neo-expressionism|punk|street-art|added-2023-08",false,[]],
+["Basquiat","Jean-Michel","African-Descent|contemporary|Expressionism|graffiti|messy|Neo-expressionism|punk|street-art|added-2023-08",false,[]],
 ["Bassman","Lillian","characters|contemporary|fashion|monochromatic|photography|photography-bw|portraits|female-artist|added-2023-09",false,[]],
 ["Batoni","Pompeo","Baroque|dark|portraits|added-2023-09",false,["0a","2a"]],
 ["Baugh","Casey","contemporary|dark|drawing|Expressionism|portraits|added-2023-09",false,[]],
@@ -87,7 +87,7 @@ var artistsData = [
 ["Bayer","Herbert","angular|Bauhaus|colorful|contemporary|flat-colors|graphic-design|typography|added-2023-08",false,[]],
 ["Beale","Mary","British|portraits|oil-painting|painting|realism|femininity|everyday-life|female-artist|added-2023-09",false,[]],
 ["Bean","Alan","astronauts|metaphysics|outer-space|painting|science-fiction|added-2023-08",false,[]],
-["Bearden","Romare","African-American|collage|Cubism|Expressionism|history|urban-life|vibrant|added-2023-08",false,[]],
+["Bearden","Romare","African-Descent|collage|Cubism|Expressionism|history|urban-life|vibrant|added-2023-08",false,[]],
 ["Beardsley","Aubrey","Art-Nouveau|British|erotica|illustration|monochromatic|opulence|pen-and-ink|woodblock|added-2024-03",false,[]],
 ["Beaton","Cecil","contemporary|fashion|monochromatic|photography|photography-bw|portraits|added-2023-09",false,[]],
 ["Beaux","Cecilia","American|elegance|femininity|Impressionism|portraits|female-artist|added-2023-08",false,[]],
@@ -107,7 +107,7 @@ var artistsData = [
 ["Bernini","Gian Lorenzo","allegory|Baroque|religion|sculpture|added-2023-08",false,["0a"]],
 ["Bevacqua","Marta","contemporary|dark|eeriness|photography|photography-color|portraits|female-artist|added-2023-09",false,["2a","2l"]],
 ["Bierstadt","Albert","landscapes|old-west|oil-painting|painting|Hudson-river-school|nature|added-2024-03",false,[]],
-["Biggers","John T.","African-American|contemporary|Harlem-renaissance|Modern|mural|social-commentary|added-2023-08",false,[]],
+["Biggers","John T.","African-Descent|contemporary|Harlem-renaissance|Modern|mural|social-commentary|added-2023-08",false,[]],
 ["Bilal","Enki","comics|cyberpunk|dystopia|futuristic|grungy|science-fiction|surreal|urban-life|added-2023-08",false,[]],
 ["Bilibin","Ivan","Russian|Art-Nouveau|folklore|horses|illustration|kids-book|mythology|ornate|royalty|Russian|theater|added-2023-08",false,[]],
 ["Billy","Butcher","characters|colorful|comics|contemporary|feminism|graphic-design|pop-art|vibrant|added-2023-08",false,[]],
@@ -117,7 +117,7 @@ var artistsData = [
 ["Bissell","Robert","animals|contemporary|fantasy|Impressionism|kids-book|mystery|nature|painting|Plein-air|whimsy|wildlife|added-2023-08",false,[]],
 ["Blackman","Charles","colorful|painting|portraits|added-2023-08",false,[]],
 ["Blair","Mary","animation|characters|childhood|illustration|nature|vibrant|whimsy|female-artist|added-2023-08",false,[]],
-["Blanche","John","elegance|fantasy|French|portraits|science-fiction|added-2023-08",false,["2a"]],
+["Blanche","John","elegance|fantasy|French|horror|characters|science-fiction|added-2023-08",false,["2a"]],
 ["Blanding","Don","architecture|Art-deco|high-contrast|minimalism|added-2023-08",false,[]],
 ["Bloch","Albert","engraving|Impressionism|painting|satire|social-commentary|added-2023-08",false,["0a","3a"]],
 ["Bloom","Hyman","contemporary|Expressionism|added-2023-08",false,[]],
@@ -168,10 +168,10 @@ var artistsData = [
 ["Burch","Laurel","femininity|illustration|nature|vibrant|whimsy|female-artist|added-2023-08",false,[]],
 ["Burchfield","Charles E.","abstract|American|American-scene-painting|contemporary|fantasy|landscapes|mystery|nature|painting|surreal|watercolor|added-2024-03",false,[]],
 ["Burdisio","Alejandro","atmospheric|dark|digital|eeriness|fantasy|landscapes|magic|motor-vehicles|science-fiction|added-2023-08",false,[]],
-["Buren","Daniel","angular|architecture|conceptual|contemporary|installation|minimalism|sculpture|vibrant|added-2023-08",false,[]],
+["Buren","Daniel","angular|architecture|conceptual|contemporary|installation|minimalism|sculpture|stripes|vibrant|added-2023-08",false,[]],
 ["BurGerman","Jon","colorful|contemporary|illustration|pop-art|vibrant|whimsy|added-2023-08",false,[]],
 ["Burlet","Richard","Art-Nouveau|characters|cityscapes|Figurativism|French|Impressionism|urban-life|added-2023-08",false,["2a"]],
-["Burns","Jim","characters|cyberpunk|dark|dystopia|futuristic|noir|science-fiction|urban-life|added-2023-08",false,[]],
+["Burns","Jim","alien-worlds|characters|cyberpunk|dark|dystopia|futuristic|noir|science-fiction|urban-life|added-2023-08",false,[]],
 ["Burrington","Stasia","animals|contemporary|portraits|watercolor|whimsy|female-artist|added-2023-09",false,["2a"]],
 ["Butcher","Kaethe","contemporary|messy|portraits|female-artist|added-2023-09",false,["1a","2l"]],
 ["Butto","Saturno","contemporary|dreaminess|Figurativism|portraits|added-2023-09",false,["0a","2l","2p"]],
@@ -266,7 +266,7 @@ var artistsData = [
 ["Das","Sunil","contemporary|Figurativism|identity|portraits|added-2023-08",false,[]],
 ["Davenport","Ian","abstract|colorful|contemporary|geometric|messy|Modern|stripes|vibrant|added-2023-08",false,[]],
 ["Davis","Stuart","abstract|American|angular|Cubism|rural-life|social-realism|added-2023-08",false,[]],
-["Dean","Roger","dreaminess|eeriness|fantasy|landscapes|magic|other-worldliness|posters|science-fiction|added-2023-08",false,[]],
+["Dean","Roger","alien-worlds|dreaminess|eeriness|fantasy|landscapes|magic|other-worldliness|posters|science-fiction|added-2023-08",false,[]],
 ["Deforge","Michael","cartoon|pop-art|satire|surreal|added-2023-08",false,[]],
 ["Degas","Edgar","ballet|dancers|femininity|French|Impressionism|pastel|portraits|added-2023-08",false,[]],
 ["Delacroix","Eugene","French|history|muted-colors|oil-painting|orientalism|romanticism|sketching|added-2023-08",false,["0a","2a"]],
@@ -291,7 +291,7 @@ var artistsData = [
 ["Doré","Gustave","engraving|fantasy|gothic|monochromatic|mythology|added-2023-08",false,[]],
 ["Dorman","Dave","dark|fantasy|horror|photorealism|realism|science-fiction|added-2023-08",false,["2a"]],
 ["Dossena","Emilio Giuseppe","conceptual|contemporary|metaphysics|sculpture|added-2023-08",false,["0a"]],
-["Douglas","Aaron","African-American|painting|Harlem-renaissance|oil-painting|mural|illustration|geometric|social-commentary|added-2024-03",false,[]],
+["Douglas","Aaron","African-Descent|painting|Harlem-renaissance|oil-painting|mural|illustration|geometric|social-commentary|added-2024-03",false,[]],
 ["Downton","David","concept-art|Expressionism|high-contrast|minimalism|portraits|added-2023-09",false,[]],
 ["Drossin","Jessica","fantasy|femininity|Impressionism|magic-realism|photography|photography-color|portraits|female-artist|added-2023-09",false,[]],
 ["Druillet","Philippe","comics|contemporary|fantasy|French|science-fiction|added-2023-09",false,[]],
@@ -300,7 +300,7 @@ var artistsData = [
 ["Duchamp","Marcel","conceptual|Cubism|Dadaism|Expressionism|Fauvism|Impressionism|surreal|added-2023-08",false,[]],
 ["Ducreux","Joseph","French|portraits|painting|self-portraits|humor|added-2023-09",false,[]],
 ["Dulac","Edmund","dreaminess|folklore|French|illustration|kids-book|magic|orientalism|romanticism|added-2023-08",false,[]],
-["Dumas","Marlene","African-American|contemporary|Expressionism|femininity|Impressionism|nature|portraits|watercolor|female-artist|added-2023-09",false,[]],
+["Dumas","Marlene","African-Descent|contemporary|Expressionism|femininity|Impressionism|nature|portraits|watercolor|female-artist|added-2023-09",false,[]],
 ["Dwyer","Charles","Impressionism|messy|nature|portraits|watercolor|whimsy|added-2023-09",false,[]],
 ["Dyce","William","Baroque|Impressionism|portraits|realism|Renaissance|romanticism|added-2023-09",false,["2a"]],
 ["Dyer","Chris","colorful|contemporary|Expressionism|pop-art|psychedelic|surreal|vibrant|added-2023-08",false,[]],
@@ -310,7 +310,7 @@ var artistsData = [
 ["Easley","Jeff","comics|dragons|fantasy|painting|added-2023-08",false,[]],
 ["Eastman","Kevin","adventure|characters|comics|contemporary|digital|grungy|morality|pen-and-ink|superheroes|added-2024-03",false,[]],
 ["Eaton","Tristan","characters|collage|colorful|graphic-design|pop-art|street-art|vibrant|added-2023-08",false,[]],
-["Edmiston","Jason","characters|dark|eeriness|fantasy|horror|illustration|other-worldliness|portraits|added-2023-08",false,[]],
+["Edmiston","Jason","characters|dark|eeriness|fantasy|horror|illustration|other-worldliness|pop-culture|portraits|added-2023-08",false,[]],
 ["Eisenstaedt","Alfred","conceptual|fashion|high-contrast|monochromatic|photography|photography-bw|portraits|added-2023-09",false,[]],
 ["Ejsing","Jesper","adventure|characters|fantasy|illustration|magic|mythology|added-2023-08",false,[]],
 ["Eliasson","Olafur","contemporary|environmentalism|geometric|immersive|installation|nature|added-2023-08",false,[]],
@@ -449,7 +449,7 @@ var artistsData = [
 ["Hamilton","Richard","consumerism|mixed-media|pop-art|added-2023-08",false,["2a"]],
 ["Hamiti","Bess","contemporary|dreaminess|Impressionism|landscapes|magic-realism|nature|surreal|vibrant|female-artist|added-2023-08",false,[]],
 ["Hammick","Tom","dreaminess|Figurativism|flat-colors|landscapes|multimedia|nature|vibrant|added-2023-08",false,[]],
-["Hammons","David","abstract|African-American|conceptual|contemporary|installation|social-commentary|added-2023-08",false,[]],
+["Hammons","David","abstract|African-Descent|conceptual|contemporary|installation|social-commentary|added-2023-08",false,[]],
 ["Hang","Ren","characters|contemporary|Impressionism|nudes|photography|photography-color|portraits|added-2023-09",false,["0a","2a","1p","1l"]],
 ["Hanson","Erin","atmospheric|colorful|dreaminess|Impressionism|landscapes|nature|serenity|vibrant|female-artist|added-2023-08",false,[]],
 ["Haring","Keith","activism|Expressionism|flat-colors|graffiti|high-contrast|LGBTQ|pop-art|street-art|vibrant|added-2023-08",false,[]],
@@ -473,7 +473,7 @@ var artistsData = [
 ["Heizer","Michael","angular|earthworks|installation|land-art|landscapes|large-scale|nature|added-2023-08",false,[]],
 ["Helnwein","Gottfried","childhood|contemporary|dark|horror|photography|photography-color|portraits|social-commentary|added-2023-09",false,["2l"]],
 ["Henderson","Steve","contemporary|femininity|Figurativism|landscapes|painting|seascapes",false,[]],
-["Hendricks","Barkley L.","African-American|contemporary|Expressionism|femininity|Figurativism|identity|portraits|added-2023-09",false,["2l","3l"]],
+["Hendricks","Barkley L.","African-Descent|contemporary|Expressionism|femininity|Figurativism|identity|portraits|added-2023-09",false,["2l","3l"]],
 ["Henson","Bill","conceptual|contemporary|dark|landscapes|photography|photography-color|portraits|added-2023-09",false,["0a","0p","2a"]],
 ["Hepworth","Barbara","abstract|Modern|nature|organic|sculpture|female-artist|added-2023-08",false,[]],
 ["Hergé","","Belgian|comics|contemporary|added-2023-08",false,[]],
@@ -508,7 +508,7 @@ var artistsData = [
 ["Holloway","Zena","animals|British|fashion|female-figures|photography|photography-color|portraits|underwater|female-artist|added-2023-08",false,["0a","0p","2a","2l","3a","3l","3p"]],
 ["Holman","Catherine","American|animals|contemporary|everyday-life|folk-art|humor|kitsch|landscapes|nature|painting|rural-life|vibrant|female-artist|added-2024-03",false,[]],
 ["Hopper","Edward","American|architecture|Impressionism|landscapes|loneliness|nostalgia|oil-painting|realism|solitude|urban-life|added-2023-08",false,[]],
-["Horkey","Aaron","comics|etching|fantasy|illustration|added-2023-08",false,[]],
+["Horkey","Aaron","animals|comics|creatures|etching|fantasy|graphic-novel|illustration|organic|pen-and-ink|added-2023-08",false,[]],
 ["Horley","Alex","characters|dark|fantasy|grungy|horror|illustration|added-2023-08",false,["0a","2a","3a"]],
 ["Horn","Roni","American|conceptual|environmentalism|installation|LGBTQ|minimalism|nature|photography|photography-color|sculpture|female-artist|added-2023-08",false,[]],
 ["Howe","John","characters|dark|eeriness|fantasy|landscapes|nature|portraits|added-2023-08",false,[]],
@@ -577,8 +577,8 @@ var artistsData = [
 ["Kander","Nadav","conceptual|contemporary|landscapes|minimalism|photography|photography-color|portraits|street-art|urban-life|added-2023-09",false,["2a","3a"]],
 ["Kandinsky","Wassily","abstract|Bauhaus|Constructivism|Expressionism|Modern|Russian|spirituality|vibrant|added-2023-08",false,[]],
 ["Kaneko","Jun","abstract|angular|contemporary|organic|polka-dots|sculpture|vibrant|added-2023-08",false,[]],
-["Kaphar","Titus","African-American|conceptual|contemporary|Figurativism|portraits|social-commentary|added-2023-09",false,[]],
-["Karcz","Michal","digital|eeriness|fantasy|futuristic|landscapes|photorealism|realism|science-fiction|surreal|added-2023-08",false,[]],
+["Kaphar","Titus","African-Descent|conceptual|contemporary|Figurativism|portraits|social-commentary|added-2023-09",false,[]],
+["Karcz","Michal","digital|eeriness|fantasy|futuristic|landscapes|photorealism|other-worldliness|realism|science-fiction|surreal|added-2023-08",false,[]],
 ["Käsebier","Gertrude","American|family|female-figures|monochromatic|photography|photography-bw|portraits|rural-life|female-artist|added-2023-08",false,["1p"]],
 ["Katsuya","Terada","fantasy|magic|manga-anime|portraits|added-2023-08",false,[]],
 ["Katz","Alex","American|contemporary|portraits|landscapes|minimalism|oil-painting|painting|pop-art|flat-colors|vibrant|modern-life|added-2024-03",false,[]],
@@ -632,7 +632,7 @@ var artistsData = [
 ["Kutsche","Michael K","characters|creatures|dark|dreaminess|fantasy|mystery|mythology|added-2023-08",false,[]],
 ["Kuvshinov","Ilya","digital|dreaminess|fantasy|manga-anime|femininity|female-figures|romance|vibrant|added-2023-08",false,[]],
 ["LaChapelle","David","conceptual|contemporary|maximalism|opulence|photography|photography-color|pop-art|vibrant|added-2023-08",false,["2a","3a"]],
-["Lacoste","Raphael","atmospheric|dark|dreaminess|eeriness|fantasy|landscapes|mystery|added-2023-08",false,[]],
+["Lacoste","Raphael","atmospheric|dark|dreaminess|eeriness|fantasy|landscapes|mystery|other-worldliness|added-2023-08",false,[]],
 ["Lagorio","Lev","landscapes|observation|painting|Plein-air|realism|added-2023-08",false,[]],
 ["Lalique","René","Art-deco|Art-Nouveau|French|glasswork|jewelry|nature|opulence|sculpture|added-2023-08",false,[]],
 ["Landseer","Edwin Henry","animals|anthropomorphism|British|dogs|horses|painting|romanticism|sculpture|added-2024-03",false,[]],
@@ -643,16 +643,16 @@ var artistsData = [
 ["Lathrop","Dorothy","Art-Nouveau|delicate|dreaminess|kids-book|romance|whimsy|female-artist|added-2023-08",false,[]],
 ["Launay","Melissa","British|illustration|whimsy|nature|fantasy|flowers|animals|contemporary|painting|female-artist|added-2023-08",false,[]],
 ["Lavery","John","contemporary|Impressionism|Irish|landscapes|nature|portraits|added-2023-09",false,[]],
-["Lawrence","Jacob","African-American|angular|contemporary|Cubism|Harlem-renaissance|Modern|social-realism|added-2023-08",false,[]],
+["Lawrence","Jacob","African-Descent|angular|contemporary|Cubism|Harlem-renaissance|Modern|social-realism|added-2023-08",false,[]],
 ["Lawrence","Thomas","characters|femininity|Impressionism|portraits|realism|romanticism|added-2023-09",false,[]],
 ["Lawson","Ernest","American|everyday-life|Impressionism|landscapes|added-2023-08",false,[]],
-["Lecouffe-Deharme","Bastien","characters|dark|digital|fantasy|magic|other-worldliness|surreal|added-2023-08",false,[]],
+["Lecouffe-Deharme","Bastien","characters|dark|digital|fantasy|magic|other-worldliness|surreal|added-2023-08",false,["1a","1l"]],
 ["Lee Broom","","contemporary|furniture|not-a-person|sculpture|added-2023-08",false,[]],
 ["Lee","Alan","dreaminess|fantasy|mythology|nostalgia|other-worldliness|romanticism|added-2023-08",false,[]],
 ["Lee","Minjae","contemporary|Expressionism|fantasy|messy|portraits|South-Korean|added-2023-09",false,[]],
 ["Leen","Nina","conceptual|contemporary|monochromatic|photography|photography-bw|portraits|street-art|urban-life|female-artist|added-2023-09",false,[]],
 ["Leger","Fernand","abstract|colorful|Cubism|flat-colors|Modern|added-2023-08",false,[]],
-["Lehr","Paul","colorful|eeriness|fantasy|futuristic|science-fiction|surreal|added-2023-08",false,[]],
+["Lehr","Paul","alien-worlds|colorful|eeriness|fantasy|futuristic|science-fiction|surreal|added-2023-08",false,[]],
 ["Leib","Chris","contemporary|American|surreal|painting|anthropomorphism|animals|history|religion|added-2024-03",false,[]],
 ["Leighton","Frederic","Expressionism|landscapes|portraits|romanticism|added-2023-09",false,[]],
 ["Lemmer","Alayna","contemporary|Expressionism|other-worldliness|mixed-media|female-artist|added-2023-08",false,[]],
@@ -666,14 +666,14 @@ var artistsData = [
 ["Lijun","Fang","contemporary|Dutch|Figurativism|portraits|vibrant|added-2023-08",false,[]],
 ["Lin","Maya","architecture|contemporary|environmentalism|identity|installation|land-art|female-artist|added-2023-08",false,[]],
 ["Lippi","Filippino","Expressionism|landscapes|portraits|Renaissance|added-2023-09",false,[]],
-["List","Herbert","German|monochromatic|photography|photography-bw|portraits|added-2023-08",false,["0a","2a","3a"]],
+["List","Herbert","German|monochromatic|photography|photography-bw|portraits|added-2023-08",false,["0a","1a","1l","2a","3a"]],
 ["Long","Richard","British|contemporary|land-art|sculpture|added-2023-08",false,[]],
 ["Lossel","Yoann","animals|fantasy|golden|illustration|added-2023-08",false,[]],
 ["Louis","Morris","Abstract-expressionism|color-field|minimalism|painting|added-2023-08",false,[]],
 ["Lucas","Sarah","contemporary|femininity|feminism|sculpture|surreal|female-artist|added-2023-08",false,["0a","2a","3a"]],
 ["Luce","Maximilien","French|Impressionism|landscapes|nature|oil-painting|Plein-air|romanticism|vibrant|added-2023-08",false,[]],
 ["Lux","Loretta","American|childhood|contemporary|Impressionism|installation|photography|photography-color|portraits|female-artist|added-2023-09",false,[]],
-["Lynes","George Platt","fashion|figure-studies|homo-eroticism|LGBTQ|monochromatic|nudes|photography|photography-bw|added-2023-08",false,["0a","2a","3a","3p"]],
+["Lynes","George Platt","fashion|figure-studies|homo-eroticism|LGBTQ|monochromatic|nudes|photography|photography-bw|added-2023-08",false,["0a","1a","1l","2a","3a","3p"]],
 ["Macara","Andrew","contemporary|British|everyday-life|vibrant|Impressionism|oil-painting|painting|added-2024-03",false,[]],
 ["MacDonald","Frances","allegory|Impressionism|landscapes|nostalgia|painting|female-artist|added-2023-08",false,[]],
 ["Macke","August","abstract|colorful|Expressionism|Impressionism|Modern|serenity|vibrant|added-2023-08",false,[]],
@@ -762,9 +762,9 @@ var artistsData = [
 ["Moll","Carl","Australian|painting|graphic-design|interiors|landscapes|serenity|added-2024-03",false,[]],
 ["Mondrian","Piet","abstract|angular|Dutch|geometric|primary-colors|vibrant|added-2023-08",false,[]],
 ["Monet","Claude","color-field|French|Impressionism|landscapes|Plein-air|seascapes|water-lilies|added-2023-08",false,[]],
-["Monge","Jean-Baptiste","dark|eeriness|fantasy|mystery|surreal|added-2023-08",false,[]],
+["Monge","Jean-Baptiste","animals|characters|concept-art|dark|eeriness|fantasy|fairies|added-2023-08",false,[]],
 ["Monks","Alyssa","contemporary|Expressionism|Figurativism|messy|photorealism|realism|portraits|female-artist|added-2023-09",false,[]],
-["Moore","Alan","comics|dark|dystopia|fantasy|graphic-novel|grungy|horror|noir|science-fiction|added-2023-08",false,[]],
+["Moore","Alan","alien-worlds|comics|dark|dystopia|fantasy|graphic-novel|grungy|horror|noir|science-fiction|added-2023-08",false,[]],
 ["Mora","Antonio","American|contemporary|landscapes|monochromatic|photography|photography-bw|portraits|surreal|added-2023-09",false,[]],
 ["Moran","Edward","American|Hudson-river-school|landscapes|painting|seascapes|sea-ships|added-2023-08",false,[]],
 ["Moreau","Gustave","French|mythology|ornate|painting|religion|Symbolist|vibrant|added-2024-03",false,["0a","2a","3a"]],
@@ -780,7 +780,7 @@ var artistsData = [
 ["Mosina","Inna","ballet|contemporary|femininity|identity|photography|photography-color|sculpture|shallow-depth-of-field|female-artist|added-2023-08",false,[]],
 ["Mosse","Richard","battle-scenes|colorful|documentary|landscapes|photography|photography-color|surreal|vibrant|violence|added-2023-08",false,[]],
 ["Mostyn","Thomas Edwin","British|landscapes|mysticism|portraits|Pre-raphaelite|romanticism|still-life|added-2023-08",false,[]],
-["Motley","Archibald","African-American|painting|vibrant|everyday-life|Harlem-renaissance|social-commentary|added-2024-03",false,[]],
+["Motley","Archibald","African-Descent|painting|vibrant|everyday-life|Harlem-renaissance|social-commentary|added-2024-03",false,[]],
 ["Mouly","Marcel","abstract|colorful|contemporary|Fauvism|French|Modern|vibrant|added-2023-08",false,[]],
 ["Moureaux","Emmanuelle","abstract|colorful|contemporary|environmentalism|installation|multimedia|sculpture|vibrant|female-artist|added-2023-08",false,[]],
 ["Mr Doodle","","British|contemporary|humor|ornate|pen-and-ink|sketching|whimsy|added-2024-03",false,[]],
@@ -809,7 +809,7 @@ var artistsData = [
 ["Neel","Alice","contemporary|Expressionism|feminism|Figurativism|portraits|social-realism|female-artist|added-2023-08",false,[]],
 ["Negley","Keith","collage|colorful|graphic-design|illustration|mixed-media|pop-art|added-2023-08",false,[]],
 ["Neiman","LeRoy","colorful|contemporary|messy|painting|sports|added-2023-08",false,[]],
-["Nelson","Kadir","African-American|contemporary|Expressionism|Impressionism|landscapes|portraits|added-2023-09",false,[]],
+["Nelson","Kadir","African-Descent|contemporary|Expressionism|Impressionism|landscapes|portraits|added-2023-09",false,[]],
 ["Nerdrum","Odd","characters|dark|fantasy|Figurativism|melancholy|added-2023-08",false,["2p","3a","3p"]],
 ["Neshat","Shirin","contemporary|feminism|identity|Iranian|photography|photography-bw|video-art|female-artist|added-2023-08",false,[]],
 ["Nesterov","Mikhail","Figurativism|painting|religion|romanticism|spirituality|added-2023-08",false,[]],
@@ -832,7 +832,7 @@ var artistsData = [
 ["Ohrai","Noriyoshi","fantasy|futuristic|pop-culture|posters|science-fiction|space-ships|vibrant|added-2023-08",false,[]],
 ["Oiticica","Helio","abstract|angular|contemporary|installation|interactive|multimedia|added-2023-08",false,[]],
 ["Okamoto","Tarō","Avant-garde|Gutai|Japanese|performance|sculpture|surreal|added-2023-08",false,[]],
-["Okamura","Tim","African-American|contemporary|Expressionism|graffiti|landscapes|portraits|street-art|added-2023-09",false,[]],
+["Okamura","Tim","African-Descent|contemporary|Expressionism|graffiti|landscapes|portraits|street-art|added-2023-09",false,[]],
 ["Okubo","Naomi","collage|colorful|empowerment|feminism|identity|politics|female-artist|added-2023-08",false,[]],
 ["Olschinsky","Atelier","abstract|cityscapes|digital|geometric|minimalism|Modern|added-2023-08",false,[]],
 ["Olsen","Greg","contemporary|outer-space|painting|spirituality|wildlife|added-2023-08",false,[]],
@@ -851,12 +851,12 @@ var artistsData = [
 ["Parreno","Philippe","conceptual|contemporary|film|installation|multimedia|post-modern|added-2023-08",false,[]],
 ["Parrish","Maxfield","Art-Nouveau|fantasy|nostalgia|painting|vibrant|added-2023-08",false,["2a","3a"]],
 ["Pasquini","Alice","contemporary|documentary|messy|mural|public-art|social-realism|splotchy|street-art|female-artist|added-2023-08",false,[]],
-["Patrick","James McIntosh","contemporary|mixed-media|painting|added-2023-08",false,[]],
+["Patrick","James McIntosh","contemporary|landscapes|muted-colors|mixed-media|painting|added-2023-08",false,[]],
 ["Pawson","John","abstract|architecture|British|contemporary|minimalism|added-2023-08",false,[]],
 ["Pechstein","Max","colorful|Expressionism|Modern|vibrant|added-2023-08",false,[]],
 ["Pelton","Agnes Lawrence","abstract|color-field|contemporary|Modern|other-worldliness|serenity|spirituality|female-artist|added-2023-08",false,[]],
 ["Penn","Irving","characters|contemporary|Expressionism|monochromatic|photography|photography-bw|portraits|added-2023-09",false,[]],
-["Pennington","Bruce","colorful|fantasy|futuristic|landscapes|outer-space|science-fiction|added-2023-08",false,[]],
+["Pennington","Bruce","aliens|alien-worlds|colorful|fantasy|futuristic|landscapes|outer-space|science-fiction|added-2023-08",false,[]],
 ["Perceval","John","abstract|Expressionism|messy|added-2023-08",false,["2a"]],
 ["Perez","Fabian","Argentinean|contemporary|dancers|dark|femininity|nightlife|painting",false,[]],
 ["Perez","George","contemporary|mixed-media|street-art|superheroes|added-2023-08",false,[]],
@@ -918,7 +918,7 @@ var artistsData = [
 ["Riddell","Chris","cartoon|creatures|fantasy|illustration|kids-book|watercolor|whimsy|added-2023-08",false,[]],
 ["Rigaud","Hyacinthe","Baroque|Expressionism|landscapes|portraits|added-2023-09",false,["2a","3a"]],
 ["Rijn","Rembrandt van","Baroque|Dutch|etching|history|portraits|religion|self-portraits|added-2023-08",false,[]],
-["Ringgold","Faith","activism|African-American|contemporary|Expressionism|feminism|pop-art|quilting|female-artist|added-2023-08",false,[]],
+["Ringgold","Faith","activism|African-Descent|contemporary|Expressionism|feminism|pop-art|quilting|female-artist|added-2023-08",false,[]],
 ["Rippl-Rónai","József","Hungarian|landscapes|post-impressionism|realism|added-2023-08",false,[]],
 ["Rist","Pipilotti","colorful|dreaminess|female-figures|immersive|installation|light-art|Swiss|vibrant|video-art|female-artist|added-2023-08",false,[]],
 ["Robinson","Charles","painting|politics|satire|added-2023-08",false,[]],
@@ -961,7 +961,7 @@ var artistsData = [
 ["Sargent","John Singer","Expressionism|Impressionism|landscapes|portraits|added-2023-09",false,[]],
 ["Sarnoff","Arthur","American|commercial-art|pin-up|contemporary|humor|everyday-life|pop-culture|nostalgia|added-2024-03",false,[]],
 ["Saryan","Martiros","colorful|Impressionism|landscapes|nature|serenity|vibrant|wildlife|added-2023-08",false,["0a"]],
-["Sassen","Viviane","conceptual|contemporary|geometric|photography|photography-color|surreal|vibrant|female-artist|added-2023-08",false,[]],
+["Sassen","Viviane","colorful|contemporary|Dutch|geometric|photography|photography-color|surreal|vibrant||female-artist|added-2023-08",false,[]],
 ["Savvas","Nike","abstract|contemporary|large-scale|painting|female-artist|added-2023-08",false,[]],
 ["Scarry","Richard","animals|anthropomorphism|colorful|contemporary|illustration|kids-book|whimsy|added-2023-08",false,[]],
 ["Schalcken","Godfried","American|contemporary|Dutch|muscles|portraits|added-2023-08",false,["2a"]],
@@ -1003,7 +1003,7 @@ var artistsData = [
 ["Shirow","Masamune","cartoon|characters|comics|robots-cyborgs|fantasy|manga-anime|robots-cyborgs|science-fiction|added-2023-08",false,["0a","2a"]],
 ["Shumate","Tim","animals|big-eyes|cartoon|childhood|dreaminess|portraits|tattoo|added-2023-09",false,[]],
 ["Shwedoff","Yuri","contemporary|fantasy|illustration|surreal|added-2023-08",false,[]],
-["Sidibé","Malick","African-American|documentary|Harlem-renaissance|monochromatic|photography|photography-bw|observation|stripes|added-2023-08",false,[]],
+["Sidibé","Malick","African-Descent|documentary|Harlem-renaissance|monochromatic|photography|photography-bw|observation|stripes|added-2023-08",false,[]],
 ["Sieff","Jeanloup","erotica|fashion|landscapes|monochromatic|nudes|photography|photography-bw|portraits|added-2023-09",false,["0a","2a","2p","3p"]],
 ["Sienkiewicz","Bill","comics|dark|Expressionism|Figurativism|grungy|messy|pop-art|superheroes|watercolor|added-2023-08",false,[]],
 ["Simonetti","Marc","dark|digital|dreaminess|fantasy|landscapes|surreal|added-2023-08",false,[]],
@@ -1050,7 +1050,7 @@ var artistsData = [
 ["Strid","Linnea","childhood|femininity|nostalgia|photography|photography-color|portraits|female-artist|added-2023-09",false,["2a"]],
 ["Strudwick","John Melhuish","mythology|Pre-raphaelite|romanticism|Victorian|added-2023-08",false,[]],
 ["Struzan","Drew","fantasy|nostalgia|portraits|posters|science-fiction|added-2023-08",false,[]],
-["Stuck","Franz","architecture|Art-Nouveau|bronze|erotica|figure-studies|German|mythology|oil-painting|painting|printmaking|sculpture|Symbolist|added-2024-03",false,[]],
+["Stuck","Franz","architecture|Art-Nouveau|bronze|erotica|figure-studies|German|mythology|oil-painting|painting|printmaking|sculpture|Symbolist|added-2024-03",false,["0a"]],
 ["Suarez","Tatiana","collage|colorful|pop-art|pop-culture|portraits|female-artist|added-2023-09",false,["1a"]],
 ["Sueur","Eustache Le","Baroque|Impressionism|painting|portraits|everyday-life|added-2023-08",false,["2a"]],
 ["Sugar","Rebecca","contemporary|feminism|installation|mixed-media|female-artist|added-2023-08",false,[]],
@@ -1074,7 +1074,7 @@ var artistsData = [
 ["Tezuka","Osamu","animation|cartoon|characters|Japanese|manga-anime|robots-cyborgs|science-fiction|added-2023-08",false,[]],
 ["Thayer","Abbott Handerson","American|atmospheric|landscapes|portraits|romanticism|serenity|tonalism|added-2023-09",false,[]],
 ["Theurer","Heather","Baroque|dreaminess|erotica|fantasy|mythology|other-worldliness|Renaissance|romance|female-artist|added-2023-08",false,[]],
-["Thomas","Mickalene","African-American|collage|contemporary|femininity|identity|painting|portraits|female-artist|added-2023-08",false,[]],
+["Thomas","Mickalene","African-Descent|collage|contemporary|femininity|identity|painting|portraits|female-artist|added-2023-08",false,[]],
 ["Thomson","Tom","Art-Nouveau|Canadian|Expressionism|Impressionism|landscapes|nature|wilderness|added-2023-08",false,[]],
 ["Thorburn","Archibald","animals|landscapes|naturalist|nature|painting|realism|Scottish|watercolor|wildlife|added-2024-03",false,[]],
 ["Ting","Walasse","abstract|colorful|painting|pop-art|vibrant|added-2024-03",false,["1a","1p"]],
@@ -1125,7 +1125,7 @@ var artistsData = [
 ["Vonnoh","Robert","American|bronze|Impressionism|sculpture|added-2023-08",false,[]],
 ["Vrubel","Mikhail","painting|religion|sculpture|Symbolist|added-2023-08",false,[]],
 ["Wain","Louis","animals|colorful|creatures|fantasy|kids-book|psychedelic|whimsy|added-2023-08",false,[]],
-["Walker","Kara","African-American|contemporary|identity|silhouettes|female-artist|added-2023-08",false,[]],
+["Walker","Kara","African-Descent|contemporary|identity|silhouettes|female-artist|added-2023-08",false,[]],
 ["Wall","Josephine","colorful|digital|femininity|pop-art|portraits|psychedelic|whimsy|female-artist|added-2023-08",false,[]],
 ["Wallis","Alfred","British|kids-book|seascapes|sea-ships|painting|landscapes|added-2024-03",false,[]],
 ["Walpoth","Bruno","Figurativism|photorealism|realism|sculpture|added-2023-08",false,["0a","1a","1l","2a","3a","3l","3p"]],
@@ -1144,10 +1144,10 @@ var artistsData = [
 ["Whelan","Michael","alien-worlds|dreaminess|eeriness|fantasy|outer-space|science-fiction|surreal|added-2023-08",false,["2a"]],
 ["Whistler","James Abbott McNeill","American|drawing|etching|interiors|low-contrast|portraits|tonalism|added-2023-08",false,[]],
 ["Whitaker","William","contemporary|documentary|landscapes|painting|social-realism|added-2023-08",false,[]],
-["White","Tim","atmospheric|fantasy|immersive|landscapes|science-fiction|added-2023-08",false,[]],
+["White","Tim","alien-worlds|atmospheric|colorful|fantasy|immersive|landscapes|science-fiction|added-2023-08",false,[]],
 ["Whitmore","Coby","childhood|figure-studies|nostalgia|portraits|added-2023-09",false,[]],
 ["Wiesner","David","cartoon|kids-book|whimsy|added-2023-08",false,[]],
-["Wiley","Kehinde","African-American|Baroque|colorful|contemporary|identity|maximalism|photorealism|realism|portraits|vibrant|added-2023-08",false,[]],
+["Wiley","Kehinde","African-Descent|Baroque|colorful|contemporary|identity|maximalism|photorealism|realism|portraits|vibrant|added-2023-08",false,[]],
 ["Wilkes","Cathy","activism|contemporary|photography|photography-color|social-commentary|surreal|female-artist|added-2023-08",false,[]],
 ["Wilkie","David","everyday-life|oil-painting|painting|portraits|realism|romanticism|royalty|rural-life|Scottish|social-commentary|added-2024-03",false,[]],
 ["Willcox Smith","Jessie","American|childhood|folklore|illustration|kids-book|nostalgia|whimsy|female-artist|added-2023-08",false,[]],
@@ -1237,8 +1237,8 @@ var artistsData = [
 ["Deakins","Roger","abstract|contemporary|digital|geometric|minimalism|photography|vibrant|added-2023-08",true,[]],
 ["Deharme","Lise","dreaminess|fantasy|magic|other-worldliness|surreal|whimsy|female-artist|added-2023-08",true,[]],
 ["Deschambault","Martin","atmospheric|digital|eeriness|futuristic|landscapes|minimalism|mystery|science-fiction|added-2023-08",true,[]],
-["Deschamps","Eric","digital|fantasy|science-fiction|surreal|added-2023-08",true,[]],
-["di Fate","Vincent","American|colorful|contemporary|fantasy|outer-space|science-fiction|added-2023-09",true,[]],
+["Deschamps","Eric","creatures|digital|fantasy|science-fiction|surreal|added-2023-08",true,[]],
+["Di Fate","Vincent","American|colorful|contemporary|eeriness|futuristic|illustration|fantasy|outer-space|robots-cyborgs|science-fiction|added-2023-08",true,[]],
 ["Ditlev","Jan","dreaminess|landscapes|painting|printmaking|realism|added-2023-08",true,[]],
 ["Dodd","Thomas","dark|dreaminess|fantasy|Impressionism|magic-realism|nature|portraits|surreal|added-2023-09",true,[]],
 ["Donley","Ray","Baroque|dark|portraits|realism|religion|Renaissance|romanticism|added-2023-09",true,[]],
@@ -1246,14 +1246,13 @@ var artistsData = [
 ["Du","Yukai","colorful|contemporary|dreaminess|flat-colors|graphic-design|added-2023-08",true,[]],
 ["Edlin","Tyler","digital|dreaminess|fantasy|landscapes|magic|other-worldliness|whimsy|added-2023-08",true,[]],
 ["Edwards","Les","creatures|dark|fantasy|horror|illustration|outer-space|science-fiction|added-2023-08",true,[]],
-["Eggleton","Bob","aliens|colorful|dreaminess|fantasy|horror|illustration|landscapes|science-fiction|added-2023-08",true,[]],
+["Eggleton","Bob","aliens|alien-worlds|colorful|dreaminess|fantasy|horror|illustration|landscapes|science-fiction|added-2023-08",true,[]],
 ["Ekster","Aleksandra","Russian|Ukrainian|French|futurism|painting|Art-deco|theater|costumes|folk-art|Cubism|Constructivism|female-artist|added-2024-03",true,[]],
 ["Elliott","Harold","contemporary|minimalism|photography|added-2023-08",true,[]],
 ["Ellis","Dean","cyberpunk|futuristic|illustration|neon|science-fiction|technology|vibrant|added-2023-08",true,[]],
 ["Endel","Ingrid","abstract|contemporary|mixed-media|nature|female-artist|added-2023-08",true,[]],
 ["Fadeev","Anton","abstract|colorful|digital|dreaminess|Impressionism|landscapes|nature|vibrant|added-2023-08",true,[]],
 ["Fanzhi","Zeng","Chinese|contemporary|Expressionism|oil-painting|technology|painting|added-2024-03",true,[]],
-["Fate","Vincent Di","eeriness|fantasy|futuristic|illustration|outer-space|science-fiction|added-2023-08",true,[]],
 ["Fedosav","Alexander","contemporary|dark|oil-painting|surreal|added-2023-08",true,[]],
 ["Fegredo","Duncan","adventure|comics|contemporary|fantasy|illustration|added-2023-08",true,[]],
 ["Fiebig","Frédéric","abstract|Expressionism|manga-anime|added-2023-08",true,[]],
@@ -1278,12 +1277,12 @@ var artistsData = [
 ["Guibert","Hervé","conceptual|high-contrast|minimalism|monochromatic|photography|portraits|realism|whimsy|added-2023-09",true,[]],
 ["Guidice","Rick","adventure|illustration|outer-space|science-fiction|space-ships|added-2023-08",true,[]],
 ["Günzel","Hildegard","childhood|contemporary|puppets|female-artist|added-2023-08",true,[]],
-["Gurney","James","atmospheric|fantasy|illustration|landscapes|magic|painting|realism|added-2023-08",true,[]],
+["Gurney","James","atmospheric|dinosaurs|fantasy|illustration|landscapes|magic|painting|realism|added-2023-08",true,[]],
 ["Hall","H. Tom","erotica|Figurativism|illustration|nostalgia|pulp|romanticism|added-2023-08",true,[]],
 ["Hall","Sydney Prior","Baroque|dreaminess|Impressionism|portraits|realism|Renaissance|romanticism|added-2023-09",true,[]],
 ["Hamaguchi","Mao","conceptual|contemporary|dreaminess|Expressionism|Impressionism|portraits|surreal|whimsy|added-2023-09",true,[]],
 ["Harden","Doyle","contemporary|Mexican|painting|seascapes|velvet|added-2023-08",true,[]],
-["Hardy","David A.","illustration|landscapes|outer-space|science-fiction|added-2023-08",true,[]],
+["Hardy","David A.","alien-worlds|illustration|landscapes|outer-space|science-fiction|added-2023-08",true,[]],
 ["Helten","Guido van","contemporary|large-scale|portraits|social-commentary|street-art|urban-life|added-2023-09",true,[]],
 ["Henrichon","Niko","animals|contemporary|Impressionism|added-2023-08",true,[]],
 ["Hofhuizen","Willem","abstract|contemporary|Dutch|landscapes|added-2023-08",true,[]],
@@ -1371,7 +1370,7 @@ var artistsData = [
 ["Or","Hinchel","abstract|contemporary|watercolor|added-2023-08",true,[]],
 ["Ossola","Raffeaello","abstract|contemporary|minimalism|painting|added-2023-08",true,[]],
 ["Paalen","Wolfgang","painting|spirituality|surreal|added-2023-08",true,[]],
-["Paick","James","digital|eeriness|fantasy|immersive|landscapes|other-worldliness|science-fiction|vibrant|added-2023-08",true,[]],
+["Paick","James","alien-worlds|dark|digital|eeriness|fantasy|immersive|landscapes|other-worldliness|science-fiction|vibrant|added-2023-08",true,[]],
 ["Pannemaker","Willem","tapestry|added-2024-03",true,[]],
 ["Papazoff","Georges","dark|Expressionism|landscapes|added-2023-08",true,[]],
 ["Paraskeva","Elena","abstract|contemporary|Figurativism|social-commentary|female-artist|added-2023-08",true,[]],
@@ -1480,9 +1479,6 @@ var tagCategories = [
 	['subjects',"1900s-early","30s-40s","50s-60s","70s-80s","astronauts","alien-worlds","aliens","animals","ballet","barbarians","battle-scenes","BDSM","beach-scenes","big-eyes","biological","botanical","cabaret","celebrity","characters","circuses","cityscapes","cloudscapes","clowns","costumes","creatures","dancers","dinosaurs","dogs","domestic-scenes","dragons","emaciation","erotica","everyday-life","fairies","fashion","female-figures","figure-studies","flesh","flowers","furniture","gardens","great-depression","hats","holocaust","horses","immigrants","insects","interiors","labyrinths","landscapes","masks","modern-life","monsters","motor-vehicles","muscles","nature","nightlife","nighttime","nudes","old-west","outer-space","pools","pop-culture","portraits","robots-cyborgs","royalty","rural-life","seascapes","sea-ships","self-portraits","silhouettes","skies","Southwest","space-ships","sports","still-life","suburbia","superheroes","technology","theater","tropics","underwater","urban-life","water-lilies","waves","wilderness","wildlife"],
 	['movements',"Abstract-expressionism","Academicism","American-scene-painting","Art-deco","Art-Nouveau","Automatism","Avant-garde","Baroque","Bauhaus","Constructivism","Cubism","Dadaism","Dutch-golden-age","Expressionism","Fauvism","Figurativism","folk-art","Gutai","Harlem-renaissance","Hudson-river-school","Impressionism","magic-realism","minimalism","modernism","Neo-classicism","Neo-expressionism","Neo-impressionism","orientalism","Plein-air","pointillism","pop-art","post-colonialism","post-impressionism","primitivism","romanticism","serial-art","shock-art","social-realism","Spatialism","Symbolist","tonalism","underground","Yakusha-e"],
 	['periods',"ancient","Ancient-Egyptian","Ancient-Greek","contemporary","Edo-period","Medieval","Modern","post-modern","post-war","Pre-raphaelite","Renaissance","Ukiyo-e","Victorian"],
-	['identities',"Aboriginal","African","African-American","Albanian","Algerian","American","Angolan","anonymous","Arabic","Argentinean","Armenian","Asian","Australian","Austrian","Azerbaijani","Bahraini","Bangladeshi","Barbadian","Belarusian","Belgian","Bengali","Bolivian","Bosnian","Brazilian","British","Bulgarian","Cameroonian","Canadian","Catalan","Chilean","Chinese","Colombian","CostaRican","Croatian","Cuban","Cypriot","Czech","Dane","Dominican","Danish","Dutch","Ecuadorian","Egyptian","Emirati","Estonian","Ethiopian","European","female-artist","Filipino","Finnish","Flemish","French","Georgian","German","Ghanaian","Greek","Guatemalan","Guyanese","Hungarian","Icelandic","Indian","Indonesian","Iranian","Iraqi","Irish","Islamic","Israeli","Italian","Jamaican","Japanese","Jewish","Kenyan","Latvian","Lebanese","LGBTQ","Libyan","Lithuanian","Luxembourger","Macedonian","Mexican","Moldovan","Mongol","Montenegrin","Moroccan","Namibian","Native-American","New-Zealander","Nigerian","Norwegian","not-a-person","Palestinian","Peruvian","Polish","Portuguese","PuertoRican","Qatari","Romanian","Russian","Saudi","Scottish","Serbian","Slovak","Slovenian","South-African","South-Korean","Spanish","Sudanese","Swedish","Swiss","Syrian","Thai","Tunisian","Turkish","Ukrainian","Uruguayan","Uzbek","Venezuelan","Vietnamese","Yemeni"],
+	['identities',"Aboriginal","African","African-Descent","Albanian","Algerian","American","Angolan","anonymous","Arabic","Argentinean","Armenian","Asian","Australian","Austrian","Azerbaijani","Bahraini","Bangladeshi","Barbadian","Belarusian","Belgian","Bengali","Bolivian","Bosnian","Brazilian","British","Bulgarian","Cameroonian","Canadian","Catalan","Chilean","Chinese","Colombian","CostaRican","Croatian","Cuban","Cypriot","Czech","Dane","Dominican","Danish","Dutch","Ecuadorian","Egyptian","Emirati","Estonian","Ethiopian","European","female-artist","Filipino","Finnish","Flemish","French","Georgian","German","Ghanaian","Greek","Guatemalan","Guyanese","Hungarian","Icelandic","Indian","Indonesian","Iranian","Iraqi","Irish","Islamic","Israeli","Italian","Jamaican","Japanese","Jewish","Kenyan","Latvian","Lebanese","LGBTQ","Libyan","Lithuanian","Luxembourger","Macedonian","Mexican","Moldovan","Mongol","Montenegrin","Moroccan","Namibian","Native-American","New-Zealander","Nigerian","Norwegian","not-a-person","Palestinian","Peruvian","Polish","Portuguese","PuertoRican","Qatari","Romanian","Russian","Saudi","Scottish","Serbian","Slovak","Slovenian","South-African","South-Korean","Spanish","Sudanese","Swedish","Swiss","Syrian","Thai","Tunisian","Turkish","Ukrainian","Uruguayan","Uzbek","Venezuelan","Vietnamese","Yemeni"],
 	['other'],
-];
-
-// when sorting by similarity, these tags are ignored because they're too frequent and/or irrelevant
-var excludeFromSimilarityScore = ["added","contemporary","female-artist","portraits"]
+];

index.js

@@ -70,8 +70,6 @@ async function startUp() {
 	await loadArtistPinned();
 	await loadFavoritesState();
 	hideAllArtists();
-	unhideBasedOnPermissiveSetting();
-	sortArtists();
 	rotatePromptsImages();
 	updateArtistsImgSrc(false);
 	blurUnblurCensored();
@@ -393,10 +391,6 @@ function insertArtists() {
 		//
 		if(artist[3]) {
 			itemDiv.dataset.deprecated = true;
-			var deprecatedSpan = document.createElement('span');
-			deprecatedSpan.textContent = 'this artist is unknown to SDXL - more info in the help ⁉️'
-			deprecatedSpan.className = 'deprecated';
-			imgBox0.appendChild(deprecatedSpan);
 		}
 		//
 		itemDiv.appendChild(holder);
@@ -502,11 +496,6 @@ function updateArtistsImgSrc(filteredImageItems) {
 function lazyLoad() {
 	let container = document.getElementById('rows');
 	let currentScrollTop = container.scrollTop;
-	if(prevScrollTop == -1) {
-		// this skips the scroll that's triggered on page load
-		prevScrollTop = currentScrollTop;
-		return;
-	}
 	let scrollDirection = currentScrollTop > prevScrollTop ? 'down' : 'up';
 	let scrollAmount = Math.abs(currentScrollTop - prevScrollTop);
 	let lookAhead = 750;
@@ -994,10 +983,20 @@ function updateArtistsCountPerTagSlow(whoCalled) {
 							}
 						}
 					}
-					let arr = [tag,countKnown,countAll];
+					// this jaccard number is used for sorting by pinned
+					let jaccard = 0;
+					if(category[0] != 'identities' && category[0] != 'other') {
+						jaccard = 200 - countAll;
+						if(jaccard < 0) { jaccard = 0 };
+						// jaccard = Math.log(jaccard + 1);
+					}
+					let arr = [tag,countKnown,countAll,jaccard];
 					tagCountsPermissive.push(arr);
 				}
 			}
+			// sort needs to follow tag counts in case of sorting by pinned
+			unhideBasedOnPermissiveSetting();
+			sortArtists();
 		}
 		// write counts to DOM
 		let hideLowCount = document.querySelector('input[name="deprecated"]').checked;
@@ -2065,7 +2064,7 @@ function sortArtistsByAlpha() {
 		// appendChild will move the element to the end of the container
 		document.getElementById('image-container').appendChild(item);
 	});
-	lazyLoad()
+	lazyLoad();
 }
 
 function sortArtistsByRandom() {
@@ -2083,13 +2082,12 @@ function sortArtistsByRandom() {
 		// appendChild will move the element to the end of the container
 		document.getElementById('image-container').appendChild(item);
 	});
-	lazyLoad()
+	lazyLoad();
 }
 
 function sortArtistsByPinned() {
 	document.getElementById('rows').scrollTop = 0;
 	let p = artistPinned[2].split('|');
-	p = p.filter(tag => !excludeFromSimilarityScore.some(eTag => tag.includes(eTag)));
 	p = p.map(tag => tag.toLowerCase());
 	let pinnedAristTags = new Set(p);
 	//
@@ -2100,10 +2098,27 @@ function sortArtistsByPinned() {
 		a = a.filter(tag => !tag.includes('added'));
 		a = a.map(tag => tag.toLowerCase());
 		let itemArtistTags = new Set(a);
-		// calculate Jaccard similarity coefficient
+		// calculate weighted Jaccard similarity coefficient
 		let intersection = new Set([...pinnedAristTags].filter(tag => itemArtistTags.has(tag)));
-		const union = new Set([...pinnedAristTags, ...itemArtistTags]);
-		item.dataset.jaccard = intersection.size / union.size;
+		let union = new Set([...pinnedAristTags, ...itemArtistTags]);
+		let intersectionW = 0;
+		let unionW = 0;
+		// standard Jaccard assigns 1 to each matching item from the sets, and assigns 1 to each unique item from the sets
+		// this replaces each 1 with a weighted number that was previously calculated for each tag, based on its usage
+		// tags used for ≥200 artists have 0 weight, and tags used for 1 artist have 200 weight, with linear transition
+		//
+		union.forEach(function (tag) {
+			for (var i=0, il=tagCountsPermissive.length; i<il; i++) {
+				if(tag == tagCountsPermissive[i][0]) {
+					if(intersection.has(tag)) {
+						intersectionW += tagCountsPermissive[i][3];
+					}
+					unionW += tagCountsPermissive[i][3];
+					break;
+				}
+			}
+		});
+		item.dataset.jaccard = intersectionW / unionW;
 	});
 	// sort rankedItems by similarity (highest first)
 	imageItems.sort((a, b) => b.dataset.jaccard - a.dataset.jaccard);
@@ -2111,7 +2126,7 @@ function sortArtistsByPinned() {
 		// appendChild will move the element to the end of the container
 		document.getElementById('image-container').appendChild(item);
 	});
-	lazyLoad()
+	lazyLoad();
 }
 
 function hideToggles() {
@@ -3171,14 +3186,23 @@ function checkMissingInterval() {
 	images.forEach(function(img) {
 		if(img.alt !== undefined) {
 			// because alt is added async
-			let str = 'Missing image >>> ';
+			let str1 = 'Missing image >>> ';
+			let str2 = 'This artist is unknown to to SDXL >>> ';
 			if(img.naturalHeight == 0) {
-				if(img.alt.indexOf(str) < 0) {
-					img.alt = str + img.alt;
-					img.classList.add('missing');
+				if(img.closest('.image-item').dataset.deprecated) {
+					if(img.alt.indexOf(str2) < 0) {
+						img.alt = str2 + img.alt;
+						img.classList.add('missing');
+					}
+				} else {
+					if(img.alt.indexOf(str1) < 0) {
+						img.alt = str1 + img.alt;
+						img.classList.add('missing');
+					}
 				}
 			} else {
-				img.alt = img.alt.replace(str,'');
+				img.alt = img.alt.replace(str1,'');
+				img.alt = img.alt.replace(str2,'');
 				img.classList.remove('missing');
 			}
 		}
@@ -3514,6 +3538,7 @@ function addAllListeners() {
 		});
 		imageItem.querySelector('.art_pin').addEventListener('click', function(e) {
 			let imageItem = this.closest('.image-item');
+			hideLargerImages(imageItem);
 			setArtistPinned(imageItem,false,false);
 			storeArtistPinned();
 			pinArtistPinned();