new feature - find similar artists

Now you can pin an artist then sort all visible artists by their similarity to the pinned artist. Similarity level is based on matching and non-matching tags.

artists_and_tags.js

@@ -103,13 +103,13 @@ var artistsData = [
 ["Berenstain","Stan","animals|cartoon|family|kids-book|whimsy|added-2023-08",false,[]],
 ["Berger","Laura","contemporary|flat-colors|geometric|identity|muted-colors|female-artist|added-2023-08",false,[]],
 ["Bergsma","Jody","dreaminess|fairies|fantasy|magic-realism|mythology|other-worldliness|watercolor|whimsy|female-artist|added-2023-08",false,[]],
-["Berkey","John","eeriness|fantasy|futuristic|outer-space|science-fiction|added-2023-08",false,[]],
+["Berkey","John","eeriness|fantasy|futuristic|outer-space|science-fiction|space-ships|added-2023-08",false,[]],
 ["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,[]],
 ["Bilal","Enki","comics|cyberpunk|dystopia|futuristic|grungy|science-fiction|surreal|urban-life|added-2023-08",false,[]],
-["Bilibin","Ivan","Art-Nouveau|folklore|horses|illustration|kids-book|mythology|ornate|royalty|Russian|theater|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,[]],
 ["Bingham","George Caleb","American|Hudson-river-school|landscapes|realism|added-2023-08",false,[]],
 ["Binkley","Ed","dreaminess|fantasy|magic|mythology|other-worldliness|added-2023-08",false,[]],
@@ -167,7 +167,7 @@ var artistsData = [
 ["Buoninsegna","Duccio di","gothic|Italian|Medieval|painting|religion|woodblock|added-2024-03",false,[]],
 ["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|science-fiction|added-2023-08",false,[]],
+["Burdisio","Alejandro","atmospheric|dark|digital|eeriness|fantasy|landscapes|magic|motor-vehicles|science-fiction|added-2023-08",false,[]],
 ["Buren","Daniel","angular|conceptual|contemporary|installation|minimalism|sculpture|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"]],
@@ -185,7 +185,7 @@ var artistsData = [
 ["Callebaut","Vincent","3d-rendering|architecture|cyberpunk|dystopia|fantasy|futuristic|science-fiction|surreal|utopia|added-2023-08",false,[]],
 ["Calleri","Fred","colorful|Expressionism|mixed-media|painting|oil-painting|portraits|whimsy|added-2023-08",false,[]],
 ["Camoin","Charles","colorful|Fauvism|landscapes|portraits|added-2023-09",false,[]],
-["Campau","Mike","3d-rendering|conceptual|contemporary|digital|landscapes|urban-life|added-2023-08",false,[]],
+["Campau","Mike","3d-rendering|conceptual|contemporary|digital|landscapes|sports|urban-life|added-2023-08",false,[]],
 ["Canete","Eric","characters|comics|fantasy|superheroes|added-2023-08",false,["2a"]],
 ["Capek","Josef","Expressionism|Fauvism|portraits|added-2023-09",false,[]],
 ["Cappiello","Leonetto","Art-Nouveau|color-field|colorful|graphic-design|mixed-media|muted-colors|posters|added-2023-08",false,[]],
@@ -233,7 +233,7 @@ var artistsData = [
 ["Conklin","Beth","childhood|contemporary|dreaminess|fashion|nature|photography|photography-color|portraits|urban-life|female-artist|added-2023-09",false,[]],
 ["Constable","John","British|dark|landscapes|nature|oil-painting|romanticism|skies|added-2023-08",false,[]],
 ["Cooke","Darwyn","cartoon|comics|contemporary|illustration|added-2023-08",false,["0a"]],
-["Corben","Richard","comics|dark|eeriness|horror|science-fiction|added-2023-08",false,["2a","3a"]],
+["Corben","Richard","comics|dark|eeriness|fantasy|horror|pulp|science-fiction|added-2023-08",false,["2a","3a"]],
 ["Corcos","Vittorio Matteo","colorful|fantasy|Impressionism|portraits|romanticism|added-2023-09",false,[]],
 ["Corfield","Paul","cartoon|landscapes|nature|satire|vibrant|added-2023-08",false,[]],
 ["Cormon","Fernand","Impressionism|observation|painting|realism|added-2023-08",false,["0a","2a","3a"]],
@@ -243,7 +243,7 @@ var artistsData = [
 ["Cortright","Petra","digital|Expressionism|Impressionism|messy|nature|vibrant|female-artist|added-2023-08",false,["2a"]],
 ["Costa the Elder","Lorenzo","allegory|painting|religion|Renaissance|added-2023-08",false,["0a"]],
 ["Cotton","Olive","Australian|Modern|monochromatic|nature|photography|photography-bw|female-artist|added-2023-08",false,[]],
-["Coulson","Peter","minimalism|monochromatic|nudes|photography|photography-bw|portraits|street-art|urban-life|added-2023-09",false,["0a","0p","2a"]],
+["Coulson","Peter","minimalism|monochromatic|nudes|photography|photography-bw|portraits|street-art|urban-life|added-2023-09",false,["0a","0p","1l","2a"]],
 ["Courbet","Gustave","environmentalism|Impressionism|nature|portraits|realism|romanticism|social-commentary|watercolor|added-2023-09",false,["0a"]],
 ["Cowper","Frank Cadogan","British|history|opulence|romanticism|Victorian|added-2023-08",false,[]],
 ["Craft","Kinuko Y.","American|colorful|dreaminess|fantasy|folklore|illustration|kids-book|royalty|female-artist|added-2023-08",false,[]],
@@ -295,7 +295,7 @@ var artistsData = [
 ["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,[]],
-["Drysdale","TJ","dreaminess|eeriness|landscapes|magic|other-worldliness|photography|photography-color|shallow-depth-of-field|added-2023-08",false,["0p","2a"]],
+["Drysdale","TJ","dreaminess|eeriness|landscapes|magic|other-worldliness|photography|photography-color|shallow-depth-of-field|added-2023-08",false,["0p","1a","2a"]],
 ["Dubbeldam","Ton","colorful|conceptual|contemporary|Dutch|geometric|landscapes|pointillism|added-2023-08",false,[]],
 ["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,[]],
@@ -333,7 +333,7 @@ var artistsData = [
 ["Fabry","Glenn","comics|fantasy|illustration|science-fiction|violence|added-2023-08",false,[]],
 ["Fahrenkrog","Ludwig","eeriness|Expressionism|German|mysticism|Symbolist|added-2023-08",false,[]],
 ["Fairey","Shepard","flat-colors|graphic-design|high-contrast|politics|social-commentary|street-art|added-2023-08",false,[]],
-["Fairhurst","Andy","digital|eeriness|fantasy|horror|illustration|science-fiction|added-2023-08",false,[]],
+["Fairhurst","Andy","digital|eeriness|fantasy|horror|illustration|pop-culture|science-fiction|added-2023-08",false,[]],
 ["Falero","Luis Ricardo","dreaminess|erotica|fantasy|Figurativism|nudes|orientalism|painting|romanticism|added-2023-08",false,["0a","2a","3a"]],
 ["Fautrier","Jean","Abstract-expressionism|metaphysics|painting|sculpture|added-2023-08",false,[]],
 ["Ferez","Andrew","dreaminess|eeriness|fantasy|fragmentation|illustration|surreal|added-2023-08",false,[]],
@@ -353,7 +353,7 @@ var artistsData = [
 ["Flinck","Govaert","Baroque|Expressionism|Impressionism|portraits|realism|Renaissance|added-2023-09",false,["2a"]],
 ["Flint","Alex Russell","environmentalism|illustration|painting|social-commentary|added-2023-08",false,["0a"]],
 ["Fontana","Lucio","abstract|conceptual|installation|large-scale|minimalism|Modern|sculpture|added-2023-08",false,[]],
-["Foss","Chris","alien-worlds|colorful|illustration|outer-space|psychedelic|science-fiction|added-2023-08",false,[]],
+["Foss","Chris","alien-worlds|colorful|illustration|outer-space|psychedelic|science-fiction|space-ships|added-2023-08",false,[]],
 ["Foster","Jon","contemporary|digital|Figurativism|minimalism|Modern|portraits|added-2023-08",false,[]],
 ["Fouquet","Jean","allegory|painting|religion|Renaissance|added-2023-08",false,["2a"]],
 ["Fox","Toby","animals|cartoon|childhood|comics|digital|fantasy|nature|added-2023-08",false,[]],
@@ -396,7 +396,7 @@ var artistsData = [
 ["Giacometti","Alberto","bronze|emaciation|Expressionism|Figurativism|portraits|sculpture|Swiss|added-2023-08",false,[]],
 ["Giancola","Donato","fantasy|illustration|mythology|science-fiction|added-2023-08",false,[]],
 ["Gibson","Charles Dana","1900s-early|American|femininity|feminism|identity|illustration|opulence|pen-and-ink|pulp|sketching|social-commentary|added-2024-03",false,[]],
-["Giger","H.R.","cyberpunk|dark|horror|monochromatic|painting|robots-cyborgs|science-fiction|surreal|added-2023-08",false,[]],
+["Giger","H.R.","cyberpunk|dark|erotica|horror|monochromatic|organic|painting|robots-cyborgs|science-fiction|surreal|added-2023-08",false,[]],
 ["Gilleard","James","architecture|colorful|digital|environmentalism|fantasy|flat-colors|futuristic|landscapes|vibrant|added-2023-08",false,[]],
 ["Gilman","Harold","Impressionism|landscapes|nature|portraits|romanticism|added-2023-09",false,[]],
 ["Ginner","Charles","cityscapes|colorful|Impressionism|landscapes|urban-life|added-2023-08",false,[]],
@@ -447,7 +447,7 @@ var artistsData = [
 ["Halsman","Philippe","concept-art|monochromatic|photography|photography-bw|portraits|added-2023-09",false,["0a","2a","3a"]],
 ["Hambling","Maggi","American|conceptual|contemporary|Expressionism|installation|portraits|vibrant|female-artist|added-2023-09",false,[]],
 ["Hamilton","Richard","consumerism|mixed-media|pop-art|added-2023-08",false,["2a"]],
-["Hamiti","Bess","contemporary|dreaminess|Impressionism|landscapes|magic-realism|surreal|vibrant|female-artist|added-2023-08",false,[]],
+["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,[]],
 ["Hang","Ren","characters|contemporary|Impressionism|nudes|photography|photography-color|portraits|added-2023-09",false,["0a","2a"]],
@@ -598,7 +598,7 @@ var artistsData = [
 ["Kikuchi","Hideyuki","dark|eeriness|fantasy|horror|manga-anime|added-2023-08",false,[]],
 ["Killion","Tom","contemporary|landscapes|observation|Plein-air|printmaking|added-2023-08",false,[]],
 ["Kinkade","Thomas","color-field|contemporary|Impressionism|landscapes|nature|portraits|added-2023-09",false,[]],
-["Kirby","Jack","comics|science-fiction|superheroes|added-2023-08",false,[]],
+["Kirby","Jack","comics|high-contrast|science-fiction|superheroes|added-2023-08",false,[]],
 ["Kirchner","Ernst Ludwig","Expressionism|German|landscapes|Modern|portraits|added-2023-09",false,["2a"]],
 ["Kiuchi","Tatsuro","colorful|digital|flat-colors|landscapes|nature|street-art|urban-life|whimsy|added-2023-08",false,[]],
 ["Klassen","Jon","animals|dreaminess|kids-book|nature|watercolor|whimsy|added-2023-08",false,[]],
@@ -720,7 +720,7 @@ var artistsData = [
 ["Mayhew","Mike","comics|fantasy|portraits|added-2023-08",false,[]],
 ["McBride","Angus","battle-scenes|British|fantasy|history|horses|illustration|added-2023-08",false,["2a"]],
 ["McCaffrey","Anne","adventure|dragons|fantasy|magic|mythology|science-fiction|female-artist|added-2023-08",false,["2a"]],
-["McCall","Robert","futuristic|outer-space|science-fiction|added-2023-08",false,[]],
+["McCall","Robert","futuristic|outer-space|science-fiction|space-ships|added-2023-08",false,[]],
 ["McCloud","Scott","comics|contemporary|pop-art|added-2023-08",false,[]],
 ["McCurry","Steve","documentary|photography|photography-color|portraits|rural-life|shallow-depth-of-field|social-commentary|added-2023-08",false,[]],
 ["McFarlane","Todd","comics|dark|fantasy|added-2023-08",false,["0a"]],
@@ -734,9 +734,9 @@ var artistsData = [
 ["McLellan","Alasdair","American|contemporary|fashion|Impressionism|installation|photography|photography-bw|photography-color|portraits|added-2023-09",false,[]],
 ["McNaught","Jon","angular|cartoon|graphic-novel|flat-colors|illustration|nostalgia|added-2023-08",false,[]],
 ["McPharlin","Dan","dreaminess|magic|other-worldliness|science-fiction|surreal|added-2023-08",false,[]],
-["McPherson","Tara","American|contemporary|Impressionism|installation|pop-art|portraits|surreal|female-artist|added-2023-09",false,["2a","2l","3p"]],
-["McQuarrie","Ralph","eeriness|futuristic|landscapes|science-fiction|added-2023-08",false,[]],
-["McQue","Ian","dark|fantasy|grungy|messy|science-fiction|sea-ships|surreal|added-2023-08",false,[]],
+["McPherson","Tara","American|contemporary|installation|pastel-colors|pop-art|portraits|surreal|female-artist|added-2023-09",false,["2a","2l","3p"]],
+["McQuarrie","Ralph","eeriness|futuristic|landscapes|pop-culture|science-fiction|space-ships|added-2023-08",false,[]],
+["McQue","Ian","dark|fantasy|grungy|messy|motor-vehicles|robots-cyborgs|science-fiction|sea-ships|surreal|added-2023-08",false,[]],
 ["Mead","Syd","angular|flat-colors|futuristic|minimalism|Modern|motor-vehicles|science-fiction|technology|added-2023-08",false,["2a"]],
 ["Meier","Richard","architecture|conceptual|geometric|minimalism|sculpture|added-2023-08",false,[]],
 ["Merian","Maria Sibylla","biological|botanical|insects|naturalist|nature|observation|female-artist|added-2023-08",false,[]],
@@ -753,7 +753,7 @@ var artistsData = [
 ["Miralles","Januz","contemporary|low-contrast|monochromatic|portraits|watercolor|added-2023-09",false,[]],
 ["Miró","Joan","abstract|color-field|colorful|Modern|sculpture|Spanish|whimsy|added-2023-08",false,[]],
 ["Mitchell","Joan","abstract|Expressionism|large-scale|messy|female-artist|added-2023-08",false,[]],
-["Miyazaki","Hayao","adventure|animation|fantasy|film|Japanese|kids-book|manga-anime|whimsy|added-2023-08",false,[]],
+["Miyazaki","Hayao","adventure|animation|characters|fantasy|film|Japanese|kids-book|manga-anime|whimsy|added-2023-08",false,[]],
 ["Modersohn-Becker","Paula","Expressionism|family|female-figures|femininity|German|painting|portraits|self-portraits|female-artist|added-2023-08",false,[]],
 ["Modigliani","Amedeo","Expressionism|Fauvism|Italian|Modern|portraits|romance|sculpture|added-2023-08",false,["2a"]],
 ["Moebius","","comics|dreaminess|fantasy|psychedelic|science-fiction|surreal|added-2023-08",false,[]],
@@ -787,7 +787,7 @@ var artistsData = [
 ["Mucha","Alphonse","Art-Nouveau|commercial-art|Czech|femininity|portraits|posters|stained-glass|added-2023-08",false,["2l"]],
 ["Mullins","Craig","dark|dreaminess|fantasy|horror|mythology|surreal|added-2023-08",false,["2a"]],
 ["Mulready","Augustus Edwin","commercial-art|painting|realism|romanticism|Symbolist|added-2023-08",false,[]],
-["Mumford","Dan","colorful|digital|dreaminess|fantasy|psychedelic|surreal|vibrant|added-2023-08",false,[]],
+["Mumford","Dan","colorful|digital|dreaminess|fantasy|horror|psychedelic|science-fiction|surreal|vibrant|added-2023-08",false,[]],
 ["Munch","Edvard","anxiety|dark|Expressionism|Impressionism|melancholy|Norwegian|oil-painting|added-2023-08",false,["2a"]],
 ["Munnings","Alfred","horses|Modern|painting|added-2023-08",false,[]],
 ["Münter","Gabriele","Expressionism|painting|Symbolist|female-artist|added-2023-08",false,[]],
@@ -829,7 +829,7 @@ var artistsData = [
 ["Oakes","Terry","adventure|fantasy|magic|outer-space|science-fiction|added-2023-08",false,["2a"]],
 ["Ofili","Chris","afro-futurism|contemporary|Expressionism|Figurativism|mixed-media|painting|post-colonialism|watercolor|added-2023-08",false,["2p"]],
 ["Ohman","Jack","comics|contemporary|illustration|politics|satire|added-2023-08",false,[]],
-["Ohrai","Noriyoshi","fantasy|futuristic|posters|science-fiction|vibrant|added-2023-08",false,[]],
+["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,[]],
@@ -840,16 +840,16 @@ var artistsData = [
 ["Oprisco","Oleg","American|contemporary|flowers|Impressionism|photography|photography-color|portraits|added-2023-09",false,[]],
 ["Orrico","Tony","contemporary|installation|minimalism|sculpture|added-2023-08",false,[]],
 ["Oshii","Mamoru","animation|contemporary|manga-anime|metaphysics|science-fiction|added-2023-08",false,[]],
-["Outhwaite","Ida Rentoul","Art-Nouveau|dreaminess|fantasy|femininity|folklore|kids-book|nature|watercolor|whimsy|female-artist|added-2023-08",false,[]],
+["Outhwaite","Ida Rentoul","Art-Nouveau|dreaminess|fantasy|fairies|femininity|folklore|kids-book|magic|nature|watercolor|whimsy|female-artist|added-2023-08",false,[]],
 ["Ozeri","Yigal","Israeli|female-figures|portraits|landscapes|photorealism|realism|contemporary|observation|painting|added-2023-08",false,[]],
 ["Pacheco","Gabriel","contemporary|dark|Figurativism|painting|surreal|added-2023-08",false,[]],
-["Page","Michael","colorful|contemporary|Expressionism|pop-art|vibrant|added-2023-08",false,[]],
+["Page","Michael","colorful|contemporary|Expressionism|messy|pop-art|vibrant|added-2023-08",false,[]],
 ["Palha","Rui","conceptual|contemporary|installation|monochromatic|photography|photography-bw|added-2023-08",false,[]],
 ["Papapetrou","Polixeni","contemporary|photography|photography-color|portraits|surreal|female-artist|added-2023-08",false,["1a"]],
 ["Parc","Julio Le","abstract|angular|colorful|graphic-design|pop-art|vibrant|added-2023-08",false,[]],
 ["Parkes","Michael","dreaminess|fantasy|magic-realism|other-worldliness|spirituality|added-2023-08",false,["0a","0l","2a","2l","3a","3l"]],
 ["Parreno","Philippe","conceptual|contemporary|film|installation|multimedia|post-modern|added-2023-08",false,[]],
-["Parrish","Maxfield","Art-Nouveau|fantasy|nostalgia|painting|added-2023-08",false,["2a","3a"]],
+["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,[]],
 ["Pawson","John","abstract|architecture|British|contemporary|minimalism|added-2023-08",false,[]],
@@ -913,7 +913,7 @@ var artistsData = [
 ["Ribemont-Dessaignes","Georges","Avant-garde|Dadaism|French|added-2023-08",false,[]],
 ["Ribera","Jusepe de","Baroque|dark|Expressionism|portraits|added-2023-09",false,["0a","1a","1p","1l","2a","3a"]],
 ["Riches","Sara","Australian|British|contemporary|digital|drawing|dreaminess|grief|ornate|painting|pen-and-ink|female-artist|added-2024-03",false,[]],
-["Richter","Gerhard","abstract|blurry|contemporary|German|multimedia|oil-painting|photorealism|realism|added-2023-08",false,[]],
+["Richter","Gerhard","abstract|blurry|contemporary|German|grungy|multimedia|oil-painting|added-2023-08",false,[]],
 ["Richter","Hans","German|film|painting|graphic-design|geometric|Constructivism|added-2024-03",false,[]],
 ["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"]],
@@ -937,7 +937,7 @@ var artistsData = [
 ["Ross","Alex","American|comics|contemporary|death|ornate|painting|photorealism|realism|superheroes|added-2024-03",false,[]],
 ["Ross","Bob","commercial-art|consumerism|contemporary|landscapes|painting|added-2023-08",false,[]],
 ["Rossetti","Dante Gabriel","British|Pre-raphaelite|landscapes|portraits|romance|added-2023-09",false,[]],
-["Rossier","Jessica","conceptual|dark|digital|landscapes|outer-space|spirituality|surreal|female-artist|added-2023-08",false,[]],
+["Rossier","Jessica","concept-art|dark|digital|fantasy|landscapes|outer-space|spirituality|surreal|female-artist|added-2023-08",false,[]],
 ["Rothen","Marianna","conceptual|contemporary|femininity|identity|muted-colors|photography|photography-color|female-artist|added-2023-08",false,["2l"]],
 ["Rothko","Mark","abstract|American|color-field|Expressionism|large-scale|minimalism|spirituality|added-2023-08",false,[]],
 ["Rothschild","Eva","contemporary|Irish|sculpture|female-artist|added-2023-08",false,[]],
@@ -969,7 +969,7 @@ var artistsData = [
 ["Scharf","Kenny","colorful|pop-art|psychedelic|surreal|vibrant|whimsy|added-2023-08",false,[]],
 ["Schatzberg","Jerry","characters|monochromatic|noir|nostalgia|photography|photography-bw|portraits|urban-life|added-2023-09",false,["2a","3p"]],
 ["Scheffer","Ary","Dutch|mythology|Neo-classicism|portraits|religion|romanticism|added-2023-09",false,["0a","2a"]],
-["Scherer","Kees","color-field|contemporary|Impressionism|landscapes|added-2023-08",false,["2a"]],
+["Scherer","Kees","contemporary|everyday-life|urban-life|landscapes|added-2023-08",false,["2a"]],
 ["Schjerfbeck","Helene","Expressionism|Finnish|identity|portraits|self-portraits|female-artist|added-2023-09",false,[]],
 ["Schloe","Christian","dreaminess|fantasy|mystery|portraits|romance|surreal|added-2023-09",false,["3p"]],
 ["Schmidt-Rottluff","Karl","abstract|colorful|Expressionism|Figurativism|German|Japanese|landscapes|vibrant|woodblock|added-2023-08",false,[]],
@@ -1000,7 +1000,7 @@ var artistsData = [
 ["Shinkai","Makoto","Japanese|contemporary|film|manga-anime|romance|added-2023-08",false,[]],
 ["Shiota","Chiharu","conceptual|environmentalism|immersive|installation|low-contrast|messy|vibrant|female-artist|added-2023-08",false,[]],
 ["Shippen Green","Elizabeth","American|dreaminess|fairies|illustration|kids-book|female-artist|added-2023-08",false,[]],
-["Shirow","Masamune","cartoon|characters|comics|fantasy|manga-anime|robots-cyborgs|science-fiction|added-2023-08",false,["0a","2a"]],
+["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|added-2023-08",false,[]],
@@ -1013,9 +1013,9 @@ var artistsData = [
 ["Sisley","Alfred","French|Impressionism|landscapes|nature|Plein-air|portraits|added-2023-09",false,[]],
 ["Skoglund","Sandy","conceptual|contemporary|installation|still-life|surreal|vibrant|female-artist|added-2023-08",false,[]],
 ["Smart","Jeffrey","dreaminess|Scottish|surreal|added-2023-08",false,[]],
-["Smilde","Berndnaut","cloudscapes|Dutch|installation|metamorphosis|photography|photography-color|surreal|added-2023-08",false,[]],
+["Smilde","Berndnaut","cloudscapes|Dutch|installation|photography|photography-color|surreal|added-2023-08",false,[]],
 ["Smith","Rodney","fashion|monochromatic|photography|photography-bw|portraits|added-2023-08",false,[]],
-["Smith","Samantha Keely","abstract|Abstract-expressionism|contemporary|dreaminess|loneliness|painting|female-artist|added-2023-08",false,[]],
+["Smith","Samantha Keely","abstract|Abstract-expressionism|contemporary|dreaminess|loneliness|painting|seascapes|female-artist|added-2023-08",false,[]],
 ["Smithson","Robert","conceptual|earthworks|environmentalism|land-art|minimalism|sculpture|added-2023-08",false,[]],
 ["Solomon","Barbara Stauffacher","angular|commercial-art|contemporary|graphic-design|pop-art|female-artist|added-2023-08",false,[]],
 ["Solomon","Simeon","Jewish|LGBTQ|metaphysics|painting|Pre-raphaelite|Symbolist|added-2023-08",false,[]],
@@ -1025,7 +1025,7 @@ var artistsData = [
 ["Souza-Cardoso","Amadeo de","Cubism|futurism|Modern|painting|Portuguese|added-2023-08",false,["0a"]],
 ["Sowerby","Millicent","botanical|British|flowers|illustration|kids-book|nature|female-artist|added-2023-08",false,[]],
 ["Soyer","Moses","Figurativism|painting|portraits|realism|added-2023-08",false,[]],
-["Sparth","","digital|fantasy|futuristic|landscapes|minimalism|science-fiction|surreal|added-2023-08",false,[]],
+["Sparth","","digital|fantasy|futuristic|landscapes|minimalism|science-fiction|space-ships|surreal|added-2023-08",false,[]],
 ["Spencer","Jack","contemporary|muted-colors|photography|photography-color|added-2023-08",false,[]],
 ["Spiegelman","Art","American|animals|autobiographical|cartoon|comics|graphic-novel|history|holocaust|added-2023-08",false,[]],
 ["Spilliaert","Léon","Belgian|Expressionism|grief|high-contrast|loneliness|melancholy|observation|painting|pastel|pen-and-ink|solitude|Symbolist|watercolor|added-2024-03",false,[]],
@@ -1035,7 +1035,7 @@ var artistsData = [
 ["Steig","William","colorful|illustration|kids-book|watercolor|whimsy|added-2023-08",false,[]],
 ["Stein","Fred","contemporary|Impressionism|landscapes|realism|added-2023-08",false,[]],
 ["Steinlen","Théophile","allegory|Art-Nouveau|observation|printmaking|added-2023-08",false,[]],
-["Stelfreeze","Brian","activism|comics|contemporary|digital|illustration|social-realism|added-2023-08",false,[]],
+["Stelfreeze","Brian","activism|comics|contemporary|digital|illustration|pop-culture|social-realism|added-2023-08",false,[]],
 ["Stella","Frank","abstract|angular|colorful|Cubism|Expressionism|geometric|Modern|vibrant|added-2023-08",false,[]],
 ["Stella","Joseph","angular|colorful|Cubism|Expressionism|geometric|minimalism|Modern|added-2023-08",false,[]],
 ["Stern","Irma","Expressionism|Figurativism|portraits|female-artist|added-2023-09",false,[]],
@@ -1104,7 +1104,7 @@ var artistsData = [
 ["Valadon","Suzanne","mystery|nudes|post-impressionism|female-artist|added-2023-08",false,["2a"]],
 ["Valdi","Thiago","Brazilian|colorful|contemporary|street-art|urban-life|added-2023-08",false,[]],
 ["Vallejo","Boris","contemporary|creatures|fantasy|muscles|oil-painting|painting|Peruvian|pulp|superheroes|added-2024-03",false,["0a","2a","2p","3a"]],
-["van Allsburg","Chris","adventure|American|illustration|kids-book|mystery|added-2023-08",false,[]],
+["van Allsburg","Chris","adventure|American|illustration|kids-book|mystery|surreal|added-2023-08",false,[]],
 ["Van Hove","Francine","drawing|Expressionism|female-figures|nudes|portraits|everyday-life|modern-life|female-artist|added-2023-08",false,[]],
 ["van Kessel the Elder","Jan","allegory|Baroque|nature|observation|painting|still-life|added-2023-08",false,[]],
 ["Vargas","Alberto","30s-40s|elegance|erotica|femininity|painting|Peruvian|pin-up|watercolor|added-2024-03",false,["0l","2l","3a","3l"]],
@@ -1137,7 +1137,7 @@ var artistsData = [
 ["Watts","George Frederic","mysticism|portraits|spirituality|added-2023-09",false,[]],
 ["Webster","Walter Ernest","Expressionism|painting|portraits|added-2023-08",false,[]],
 ["Weissenbruch","Hendrik","landscapes|observation|painting|Plein-air|added-2023-08",false,[]],
-["Weldon","Casey","contemporary|American|surreal|humor|digital|painting|animals|pop-culture|neon|whimsy|added-2024-03",false,[]],
+["Weldon","Casey","contemporary|American|eeriness|surreal|humor|horror|digital|painting|animals|pop-culture|neon|whimsy|added-2024-03",false,[]],
 ["Welliver","Neil","contemporary|environmentalism|landscapes|realism|added-2023-08",false,[]],
 ["Welz-Stein","Catrin","digital|fantasy|magic|portraits|surreal|whimsy|female-artist|added-2023-09",false,[]],
 ["Westwood","Vivienne","contemporary|fashion|feminism|messy|female-artist|added-2023-08",false,["3a"]],
@@ -1164,7 +1164,7 @@ var artistsData = [
 ["Wong","Liam","colorful|dystopia|futuristic|photography|photography-color|science-fiction|urban-life|vibrant|added-2023-08",false,[]],
 ["Woodman","Francesca","American|contemporary|female-figures|feminism|monochromatic|nudes|photography|photography-bw|self-portraits|female-artist|added-2023-08",false,["0a","2a","2l","3a"]],
 ["Woodring","Jim","aliens|American|characters|comics|creatures|dreaminess|fantasy|pen-and-ink|psychedelic|surreal|added-2023-08",false,[]],
-["Woodroffe","Patrick","dinosaurs|dreaminess|eeriness|illusion|science-fiction|surreal|added-2023-08",false,[]],
+["Woodroffe","Patrick","creatures|dinosaurs|dreaminess|eeriness|illusion|science-fiction|surreal|added-2023-08",false,[]],
 ["Wright","Frank Lloyd","angular|architecture|Art-deco|environmentalism|furniture|nature|organic|added-2023-08",false,[]],
 ["Wright","Joseph","British|chiaroscuro|industrial|oil-painting|painting|romanticism|added-2024-03",false,[]],
 ["Wrightson","Bernie","American|horror|illustration|comics|contemporary|dark|atmospheric|eeriness|death|other-worldliness|added-2024-03",false,[]],
@@ -1482,4 +1482,7 @@ var tagCategories = [
 	['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"],
 	['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.css

@@ -32,6 +32,7 @@ h4 {
 	flex-direction: row;
 	flex-grow: 1;
 	overflow: auto;
+	scroll-behavior: smooth;
 }
 
 #toggles {
@@ -200,6 +201,7 @@ h4 {
 }
 
 #options_info,
+#options_pinned,
 #options_prompts,
 #options_artist_sort,
 #options_tag_sort {
@@ -224,23 +226,38 @@ h4 {
 	margin-bottom: 6px;
 }
 
-#options_info {
+#options_info, #options_pinned {
 	margin-left: 0;
 	padding: 0;
 	margin-bottom: 12px;
+	max-width: 230px;
 	cursor: pointer;
 }
 
-#toggles #options_info .count {
+#toggles #options_info .count, #toggles #options_pinned .count  {
 	padding: 4px 8px 5px 8px;
 	border-radius: 3px;
 	color: #000;
 	font-weight: bold;
+	white-space: nowrap;
+	overflow: hidden;
+	text-overflow: ellipsis;
 	background-color: #00d5c0;
 	opacity: 1;
 }
 
-#toggles #options_info:hover .count {
+#toggles #options_pinned .count  {
+	background-color: #ffe300;
+}
+
+#toggles #options_pinned .count i {
+	font-style: normal;
+	padding-right: 6px;
+	position: relative;
+	top: 1px;
+}
+
+#toggles #options_info:hover .count, #toggles #options_pinned:hover .count {
 	opacity: 0.8;
 }
 
@@ -582,6 +599,10 @@ input[type="checkbox"]:checked::before {
 	content: 'sort by random';
 }
 
+#sortAP:hover::after {
+	content: 'sort by similarity';
+}
+
 #sortTA:hover::after {
 	content: 'sort by alpha';
 }
@@ -749,10 +770,19 @@ input[type="checkbox"]:checked::before {
 	cursor: pointer;
 }
 
+#info_search_output label.is_pinned {
+	opacity: 1;
+	cursor: default;
+}
+
 #info_search_output label:hover {
 	opacity: 1;
 }
 
+#info_search_output label:hover .output_row_pin {
+	opacity: 1;
+}
+
 #info_search_output label.hidden::after {
 	content: 'uncommon tag';
 	margin-left: 10px;
@@ -774,6 +804,18 @@ input[type="checkbox"]:checked::before {
 	opacity: 0.5;
 }
 
+#info_search_output .output_row_pin {
+	width: 34px;
+	opacity: 0;
+	padding-left: 6px;
+	box-sizing: border-box;
+	transition: opacity 0ms 50ms linear;
+}
+
+#info_search_output label.is_pinned .output_row_pin {
+	opacity: 1;
+}
+
 #info_search_output input {
 	margin-right: 10px;
 }
@@ -925,6 +967,8 @@ input[type="checkbox"]:checked::before {
 .image-item .firstN {
 	margin-right: 8px;
 	white-space: nowrap;
+	overflow: hidden;
+	text-overflow: ellipsis;
 }
 
 .image-item .lastN {
@@ -1001,6 +1045,13 @@ input[type="checkbox"]:checked::before {
 	right: 0;
 	border-bottom-left-radius: 4px;
 	display: none;
+	/* removed for now */
+}
+
+.image-item .imgTools > div.art_pin {
+	top: 0;
+	left: 0;
+	border-bottom-right-radius: 4px;
 }
 
 .image-item .imgTools > a.art_search {
@@ -1639,6 +1690,7 @@ input[type="checkbox"]:checked::before {
 #layout.edit_mode #options_tag_sort,
 #layout.edit_mode #options_artist_sort,
 #layout.edit_mode #options_info,
+#layout.edit_mode #options_pinned,
 #layout.edit_mode .category .count {
 	visibility: hidden;
 }

index.html

@@ -15,7 +15,10 @@
 		<div id="rows">
 			<div id="toggles" class="start">
 				<div id="options_info">
-					<span class="count">press the <i>/</i> key</span>
+					<span class="count" title="type / key for the app menu">press the <i>/</i> key to start</span>
+				</div>
+				<div id="options_pinned">
+					<span class="count" title="pin an artist to find similar artists"><i>📌</i><span>No artist pinned yet</span></span>
 				</div>
 				<div id="options_prompts">
 					<span class="count">show me:</span>
@@ -27,6 +30,7 @@
 					<span class="count">sort artists:</span>
 					<span class="link selected" id="sortAR">🎰</span>
 					<span class="link" id="sortAA">🔠</span>
+					<span class="link" id="sortAP">📌</span>
 				</div>
 				<div id="options_tag_sort">
 					<span class="count">sort tags:</span>
@@ -172,29 +176,30 @@
 				<div id="random-tags">see some random tags</div>
 				<div id="copy-all-names">copy visible artist names</div>
 			</div>
-			<input type="text" id="info_search_input" name="info_search_input" value="" placeholder="search for tags" autocomplete="off">
+			<input type="text" id="info_search_input" name="info_search_input" value="" placeholder="search for tags or artists" autocomplete="off">
 			<div id="info_search_output"></div>
 		</div>
 		<div id="information_help" class="information_section">
 			<div>
-				<h3>Tap an artist's...</h3>
+				<h3>Hover over an artist and tap...</h3>
 				<ul>
 					<li><strong>name</strong> to copy them to clipboard</li>
 					<li><strong>tags</strong> to copy them to clipboard</li>
 					<li><strong>⭐️</strong> to toggle them as favorited</li>
-					<li><strong>🌐</strong> Web search for the artist</li>
+					<li><strong>📌</strong> to find similar artists</li>
+					<li><strong>🌐</strong> to search the web for the artist</li>
 					<li><strong>🎨🧑🏞️</strong> rotate between the 3 prompts</li>
 					<li><strong>image set</strong> rotate between 4 image sets</li>
 				</ul>
+				<h3>Sort the artist list and tag list</h3>
+				<ul>
+					<li><strong>🎰</strong> sort artists randomly to explore</li>
+					<li><strong>📌</strong> sort artists by similarity to the pinned artist</li>
+					<li><strong>🔠</strong> sort artists or tags alphabetically</li>
+					<li><strong>📶</strong> sort tags by which match the most artists</li>
+				</ul>
 				<h3>The image sets</h3>
 				<ul>
-					<li><strong>SDXL 1.0 model from StabilityAI:</strong>
-						<ul>
-							<li>As the base model, 1.0 preserves all artist styles better than any other fine tune.</li>
-							<li>Also has more diversity that any other model, except for anatomy.</li>
-							<li>The trade-off is that it's less aesthetic and causes more artifacts.</li>
-						</ul>
-					</li>
 					<li><strong>The artists' actual artwork:</strong>
 						<ul>
 							<li>These images weren't generated by any SDXL model.</li>
@@ -203,6 +208,13 @@
 							<li>If you own any image and want it removed, please message me.</li>
 						</ul>
 					</li>
+					<li><strong>SDXL 1.0 model from StabilityAI:</strong>
+						<ul>
+							<li>As the base model, 1.0 preserves all artist styles better than any other fine tune.</li>
+							<li>Also has more diversity that any other model, except for anatomy.</li>
+							<li>The trade-off is that it's less aesthetic and causes more artifacts.</li>
+						</ul>
+					</li>
 					<li><strong>DynaVision:</strong>
 						<ul>
 							<li>Makes cute faces, removes artifacts, saturates colors, while preserving artist style.</li>

index.js

@@ -18,6 +18,7 @@ var models = [
 	['SDXL_DynaVision','SDXL DynaVision','SDXL DynaVision beta v0.4.1.1'],
 ];
 var modelSelected = 0;
+var artistPinned = [];
 var initialPosX = -1;
 var initialPosY = -1;
 var prevScrollTop = -1; // used for lazyLoad
@@ -66,6 +67,7 @@ async function startUp() {
 	await loadCheckboxesState();
 	showHideCategories();
 	await loadOptionsState();
+	await loadArtistPinned();
 	await loadFavoritesState();
 	blurUnblurCensored();
 	hideAllArtists();
@@ -290,10 +292,10 @@ function insertArtists() {
 		lastN.textContent = `${last}`;
 		h3.appendChild(firstN);
 		h3.appendChild(lastN);
-		h3.title = 'copy to clipboard';
+		h3.title = `copy ${first} ${last} to clipboard`;
 		var h4 = document.createElement('h4');
 		h4.textContent = tags2;
-		h4.title = 'copy to clipboard';
+		h4.title = 'copy tags to clipboard';
 		itemHeader.appendChild(h4);
 		itemDiv.appendChild(itemHeader);
 		//
@@ -333,6 +335,14 @@ function insertArtists() {
 		artEdit.appendChild(artEditSpan);
 		imgTools.appendChild(artEdit);
 		//
+		var artPin = document.createElement('div');
+		artPin.className = 'art_pin';
+		var artPinSpan = document.createElement('span');
+		artPinSpan.textContent = '📌';
+		artPinSpan.title = 'pin artist to find similar ones';
+		artPin.appendChild(artPinSpan);
+		imgTools.appendChild(artPin);
+		//
 		var artSearch = document.createElement('a');
 		artSearch.className = 'art_search';
 		artSearch.href = 'https://duckduckgo.com/?ia=web&q=' + artist[1].replace(' ','+') + '+' + artist[0].replace(' ','+') + '+artist';
@@ -427,7 +437,11 @@ function updateArtistsImgSrc(filteredImageItems) {
 	}
 	// load those artists (update the image src)
 	let imagePromises = [];
-	filteredImageItems.forEach(function(item){
+	filteredImageItems.forEach(function(item) {
+		let images = item.querySelectorAll('img');
+		images.forEach(function(img) {
+			delete img.dataset.thumbSrc; // allow the larger image to load on hover
+		});
 		let src0 = 'images/' + models[modelSelected][0] + '_thumbs/';
 		let firstN = item.querySelector('.firstN').textContent;
 		let lastN = item.querySelector('.lastN').textContent;
@@ -737,6 +751,19 @@ async function loadOptionsState() {
 	});
 }
 
+async function loadArtistPinned() {
+	await loadItemBasedOnAccessType('artistPinned').then(state => {
+		if(state['artistPinned']) {
+			artistPinned = state['artistPinned'];
+			let artistName = artistPinned[0];
+			if(artistPinned[1] != '') {
+				artistName = artistPinned[1] + ' ' + artistName;
+			}
+			document.getElementById('options_pinned').querySelector('.count span').textContent = artistName;
+		}
+	});
+}
+
 function highlightSelectedOption(selected) {
 	if(selected == 'prev' || selected == 'next') {
 		if(selected == 'prev') {
@@ -815,6 +842,8 @@ function storeOptionsState() {
 	}
 	if(document.getElementById('sortAR').classList.contains('selected')) {
 		state['artistSort'] = 'sortAR';
+	} else if(document.getElementById('sortAP').classList.contains('selected')) {
+		state['artistSort'] = 'sortAP';
 	} else {
 		state['artistSort'] = 'sortAA';
 	}
@@ -826,6 +855,12 @@ function storeOptionsState() {
 	storeItemBasedOnAccessType('optionsChecked',state,false,false);
 }
 
+function storeArtistPinned() {
+	let state = {};
+	state['artistPinned'] = artistPinned;
+	storeItemBasedOnAccessType('artistPinned',state,false,false);
+}
+
 function rotatePromptsImages() {
 	// hide all images
 	let images = document.querySelectorAll('.imgBox img');
@@ -881,11 +916,6 @@ function rotateModels(imageItem,direction) {
 	modelName.forEach(function(span) {
 		span.childNodes[2].nodeValue = models[modelSelected][2];
 	});
-	// allow all images with large image src to be overwritten with new large image src
-	let images = document.querySelectorAll('.imgBox img');
-	images.forEach(function(img) {
-		delete img.dataset.thumbSrc;
-	});
 	// update the prompt image buttons
 	let whichArtTypeArray = artTypes;
 	if(modelSelected == 1) {
@@ -1360,7 +1390,7 @@ function hideInfo() {
 	informationMode = false;
 }
 
-function showInformation(tab) {
+function showInformation(tab,fromPinned) {
 	let info = document.querySelectorAll('#information .selected');
 	info.forEach(function(element) {
 		element.classList.remove('selected');
@@ -1370,6 +1400,10 @@ function showInformation(tab) {
 	document.getElementById('information_' + tab).scrollTop = 0;
 	if (tab == 'actions') {
 		document.getElementById('info_search_input').focus();
+		if(fromPinned) {
+			document.getElementById('info_search_input').value = artistPinned[1] + ' ' + artistPinned[0];
+			searchForTagsInfo(false);
+		}
 	} else if(tab == 'export') {
 		showExport();
 	}
@@ -1377,6 +1411,7 @@ function showInformation(tab) {
 
 function searchForTagsInfo(event) {
 	let input = document.getElementById('info_search_input');
+	console.log(input.dataset.match);
 	if(input.dataset.match !== undefined) {
 		event.preventDefault();
 		if(event.key === 'Backspace' || event.keyCode === 8) {
@@ -1394,22 +1429,81 @@ function searchForTagsInfo(event) {
 		tags.forEach(function(tag) {
 			let tagName = tag.querySelector('input').name;
 			if(tagName.toLowerCase().indexOf(input.value.toLowerCase()) > -1) {
-				let label = tag.cloneNode(true);
-				label.addEventListener('change', function(e) {
+				let result = tag.cloneNode(true);
+				result.addEventListener('change', function(e) {
 					toggleMatchingTag(this);
 				});
-				output.appendChild(label);
+				output.appendChild(result);
 				match = tagName;
 				matches++;
 			}
 		});
+		artistsData.forEach(function(artist) {
+			let firstN = artist[1];
+			let lastN = artist[0];
+			let inputs = [];
+			fuzzyMatch = false;
+			if(input.value.includes(',')) {
+				inputs = input.value.split(',').map(item => item.toLowerCase().trim());
+				if(lastN.toLowerCase().includes(inputs[0]) && firstN.toLowerCase().includes(inputs[1])) {
+					fuzzyMatch = true;
+				}
+			} else if(input.value.includes(' ')) {
+				inputs = input.value.split(' ').map(item => item.toLowerCase());
+				if(firstN.toLowerCase().includes(inputs[0]) && lastN.toLowerCase().includes(inputs[1])) {
+					fuzzyMatch = true;
+				}
+			} else {
+				inputs[0] = input.value.toLowerCase();
+				if(firstN.toLowerCase().includes(inputs[0]) || lastN.toLowerCase().includes(inputs[0])) {
+					fuzzyMatch = true;
+				}
+			}
+			if(fuzzyMatch) {
+				let result = document.createElement('label');
+				let resultSpan = document.createElement('span');
+				let resultPin = document.createElement('span');
+				resultPin.textContent = '📌';
+				resultPin.classList.add('output_row_pin');
+				result.appendChild(resultPin);
+				result.appendChild(resultSpan);
+				let resultTxt = lastN;
+				if(firstN != '') {
+					resultTxt = firstN + ' ' + lastN;
+				}
+				let isPinned = false;
+				if(artistPinned.length > 0) {
+					if(firstN == artistPinned[1].toLowerCase() && lastN == artistPinned[0].toLowerCase()) {
+						isPinned = true;
+					}
+				}
+				if(isPinned) {
+					result.classList.add('is_pinned');
+				} else {
+					result.addEventListener('click', function(e) {
+						setArtistPinned(firstN,lastN);
+						storeArtistPinned();
+						highlightSelectedOption('sortAP');
+						sortArtistsByPinned();
+						hideInfo();
+					});
+				}
+				resultSpan.textContent = resultTxt;
+				output.appendChild(result);
+				match = firstN + ' ' + lastN;
+				match = match.trim();
+				matches++;
+			}
+		});
 		if(matches == 0) {
 			let noneFound = document.createElement('label');
-			noneFound.textContent = 'no matching tags';
+			noneFound.textContent = 'no matching tags or artists';
 			output.appendChild(noneFound);
 		} else if(matches == 1) {
 			input.value = match;
-			event.preventDefault();
+			if(event) {
+				event.preventDefault();
+			}
 			input.dataset.match = match;
 		} else {
 //			sortInfoSearchTags(output);
@@ -1936,12 +2030,15 @@ function addRemoveIsMostUsed(label) {
 function sortArtists()  {
 	if(document.getElementById('sortAR').classList.contains('selected')) {
 		sortArtistsByRandom();
-	} else {
+	} else if(document.getElementById('sortAA').classList.contains('selected')) {
 		sortArtistsByAlpha();
+	} else {
+		sortArtistsByPinned();
 	}
 }
 
 function sortArtistsByAlpha() {
+	document.getElementById('rows').scrollTop = 0;
 	var imageItems = Array.from(document.querySelectorAll('.image-item'));
 	imageItems.sort(function(a, b) {
 		var aValue = a.querySelector('.lastN').textContent;
@@ -1952,9 +2049,11 @@ function sortArtistsByAlpha() {
 		// appendChild will move the element to the end of the container
 		document.getElementById('image-container').appendChild(item);
 	});
+	lazyLoad()
 }
 
 function sortArtistsByRandom() {
+	document.getElementById('rows').scrollTop = 0;
 	var imageItems = Array.from(document.querySelectorAll('.image-item'));
 	imageItems.forEach(function(item) {
 		item.dataset.randomRank = Math.random();
@@ -1968,6 +2067,35 @@ function sortArtistsByRandom() {
 		// appendChild will move the element to the end of the container
 		document.getElementById('image-container').appendChild(item);
 	});
+	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);
+	//
+	var imageItems = Array.from(document.querySelectorAll('.image-item'));
+	imageItems.forEach(function(item) {
+		// compare the tags in each item to the tags in the pinned item
+		let a = item.querySelector('h4').textContent.split(', ');
+		a = a.filter(tag => !tag.includes('added'));
+		a = a.map(tag => tag.toLowerCase());
+		let itemArtistTags = new Set(a);
+		// calculate 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;
+	});
+	// sort rankedItems by similarity (highest first)
+	imageItems.sort((a, b) => b.dataset.jaccard - a.dataset.jaccard);
+	imageItems.forEach(function(item) {
+		// appendChild will move the element to the end of the container
+		document.getElementById('image-container').appendChild(item);
+	});
+	lazyLoad()
 }
 
 function hideToggles() {
@@ -2098,7 +2226,7 @@ function copyStuffToClipboard(item,stuff) {
 		}
 	} else if(stuff == 'prompt') {
 		let prompt_result = document.getElementById('prompt_result').querySelector('div');
-		let prompt = prompt_result.innerText.trim();
+		let prompt = prompt_result.textContent.trim();
 		prompt = prompt.replace(/(\r\n|\n|\r)/gm, '');
 		navigator.clipboard.writeText(prompt)
 			.then(() => {
@@ -2249,6 +2377,21 @@ function hideLargerImages(imageItem) {
 	imageItem.classList.remove('hover');
 }
 
+function setArtistPinned(firstN,lastN) {
+	for (var i=0, il=artistsData.length; i<il; i++) {
+		let artist = artistsData[i];
+		if(firstN == artist[1] && lastN == artist[0]) {
+			artistPinned = artist;
+			break;
+		}
+	}
+	let artistName = lastN;
+	if(firstN != '') {
+		artistName = firstN + ' ' + lastN;
+	}
+	document.getElementById('options_pinned').querySelector('.count span').textContent = artistName;
+}
+
 function hideLargerImageBackup(imageItem) {
 	// very fast mouse movement from the thumbnail to the larger image can
 	// cause the browser to fail to detect that CSS imageItem:hover is no longer true
@@ -2938,7 +3081,7 @@ function writePrompt() {
 	}
 	document.querySelector('#prompt_result div').innerHTML = prompt;
 	document.getElementById('prompt_result_editable').addEventListener('blur', function(e) {
-		let str = this.innerText;
+		let str = this.textContent;
 		this.innerHTML = str;
 	});
 
@@ -3140,6 +3283,12 @@ function addAllListeners() {
 		showInformation('actions');
 		e.stopPropagation();
 	});
+	var options_pinned = document.getElementById('options_pinned');
+	options_pinned.addEventListener('click', function(e) {
+		showInfo();
+		showInformation('actions',true);
+		e.stopPropagation();
+	});
 	var info_actions = document.getElementById('info_actions');
 	info_actions.addEventListener('click', function(e) {
 		showInformation('actions');
@@ -3248,6 +3397,7 @@ function addAllListeners() {
 		});
 		highlightSelectedOption('sortAA');
 		storeOptionsState();
+		doAlert('Artists sorted alphabetically!',1);
 	});
 	var sortAR = document.getElementById('sortAR');
 	sortAR.addEventListener('click', function(e) {
@@ -3257,6 +3407,17 @@ function addAllListeners() {
 		});
 		highlightSelectedOption('sortAR');
 		storeOptionsState();
+		doAlert('Artists sorted randomly!',1);
+	});
+	var sortAP = document.getElementById('sortAP');
+	sortAP.addEventListener('click', function(e) {
+		sortArtistsByPinned();
+		window.setTimeout(function() {
+			updateArtistsImgSrc(false);
+		});
+		highlightSelectedOption('sortAP');
+		storeOptionsState();
+		doAlert('Artists sorted by similarity to ' + artistPinned[0] + '!',1);
 	});
 
 	// most used mode
@@ -3312,6 +3473,14 @@ function addAllListeners() {
 		imageItem.querySelector('.art_edit').addEventListener('click', function(e) {
 			editTagsClicked(this.closest('.image-item'));
 		});
+		imageItem.querySelector('.art_pin').addEventListener('click', function(e) {
+			let firstN = this.closest('.image-item').querySelectorAll('h3 span')[0].textContent;
+			let lastN = this.closest('.image-item').querySelectorAll('h3 span')[1].textContent;
+			setArtistPinned(firstN,lastN);
+			storeArtistPinned();
+			highlightSelectedOption('sortAP');
+			sortArtistsByPinned();
+		});
 		imageItem.querySelector('.art_set').addEventListener('click', function(e) {
 			let mousePosX = (e.clientX - this.getBoundingClientRect().left);
 			if(mousePosX < (this.offsetWidth/2)) {