Redesign soon, projects mostly here: GitHub

PainterPalette

Code repository (GitHub)

ID artist Nationality citizenship gender styles movement Art500k_Movements birth_place death_place birth_year death_year FirstYear LastYear wikiart_pictures_count locations locations_with_years styles_extended StylesCount StylesYears occupations PaintingsExhibitedAt PaintingsExhibitedAtCount PaintingSchool Influencedby Influencedon Pupils Teachers FriendsandCoworkers Contemporary
0 Richard Pousette-Dart American United States of America male Abstract Art, Abstract Expressionism, Academicism Abstract Art {Abstract Expressionism:54} Saint Paul Rockland County 1916.0 1992.0 1930.0 1992.0 54.0 [] [] {Abstract Art:10},{Abstract Expressionism:43},{Academicism:1} {Abstract Expressionism:43}, {Abstract Art:11}, {Academicism:1} Abstract Expressionism:1940-1992,Abstract Art:1930-1992,Academicism:1944-1944 photographer, painter, drawer NY, New York City, US {New York City:2},{NY:2},{US:2} New York School,Irascibles NaN NaN NaN NaN NaN NaN
1 Ethel Léontine Gabain French,British United Kingdom female Neo-Romanticism Neo-Romanticism NaN Le Havre London 1883.0 1950.0 1930.0 1944.0 45.0 [] [] {Neo-Romanticism:45} NaN NaN lithographer, painter London, Manchester, UK {London:2},{UK:3},{Manchester:1} NaN NaN NaN NaN NaN NaN No
2 Charles-Amable Lenoir NaN France male Academicism, Unknown Academic Art {Academic Art:9} Châtelaillon-Plage Paris 1860.0 1926.0 NaN NaN 9.0 [] [] {Academicism:1},{Unknown:8} {Academicism:1} NaN painter NaN NaN NaN NaN NaN NaN NaN NaN NaN
3 Francisco de Zurbaran Spanish Spain male Baroque, Unknown Baroque {Baroque:96} Fuente de Cantos Madrid 1598.0 1664.0 1625.0 1664.0 154.0 ['Seville', 'Madrid'] ['Seville:1614-1658', 'Madrid:1658-1664'] {Baroque:150},{Unknown:4} {Baroque:94} Baroque:1625-1664 painter Hungary, Museo del Prado, Paris, Barcelona, Budapest,Seville, Moscow, Pasadena, London, Sweden, France, Hartford, Grenoble, Munich, CA, Nationalmuseum, ... {Grenoble:7},{France:19},{Seville:31},{Spain:36},{Bordeaux:1},{Besançon:1},{Barcelona:1},{Paris:4},{Budapest:3},{Hungary:3},{Saint Petersburg:1},{Russia:2},{Museo del Prado:14},{Madrid:19}, ... NaN Caravaggio Gustave Courbet NaN Francisco Pacheco NaN No
4 Pieter van Hanselaere Belgian Belgium male Neoclassicism Neoclassicism {Neoclassicism:8} Ghent Ghent 1786.0 1862.0 1817.0 1827.0 8.0 ['Paris', 'Ghent', 'Italy'] ['Paris:1809-1815,1812-1812', 'Italy:1815-1815'] {Neoclassicism:8} {Neoclassicism:8} Neoclassicism:1817-1827 painter Netherlands, Amsterdam {Amsterdam:2},{Netherlands:2} NaN NaN NaN NaN Jacques-Louis David NaN No
5 Jean-Honore Fragonard French France male Rococo, Unknown Rococo {Rococo:72},{Renaissance:1} Grasse Paris 1732.0 1806.0 1750.0 1790.0 69.0 ['Vienna', 'Tivoli', 'Rome', 'Paris', 'Naples', 'Strasburg', 'Grasse', 'Prague', 'Dresden', 'Frankfurt'] [] {Rococo:64},{Unknown:5} {Rococo:70} Rococo:1750-1790 illustrator, painter, printmaker, architectural draftsperson, drawer Netherlands, Paris,London, Pasadena, Moscow, NY, Washington DC, France, Marseille, Munich, CA, Germany, New York City, MA, UK, Toledo, Madrid, OH, Rotterdam, ... {France:21},{Paris:8},{Moscow:1},{Russia:3},{Saint Petersburg:2},{Washington DC:2},{US:9},{New York City:2},{NY:2},{Rotterdam:1},{Netherlands:1},{Toledo:1},{OH:1},{Munich:1},{Germany:1},{Williamstown:1},... NaN NaN NaN NaN NaN NaN No
6 Ion Theodorescu-Sion Romanian Romania male Art Nouveau (Modern), Impressionism, Post-Impressionism, Symbolism Post-Impressionism {Post-Impressionism:43} Ianca Bucharest 1882.0 1939.0 1909.0 1938.0 43.0 [] [] {Art Nouveau (Modern):1},{Impressionism:8},{Post-Impressionism:33},{Symbolism:1} {Post-Impressionism:33}, {Impressionism:8}, {Cubism:2}, {Art Nouveau (Modern):1}, {Symbolism:1} Post-Impressionism:1912-1938,Impressionism:1913-1934,Cubism:1925-1936,Art Nouveau (Modern):1925-1925,Symbolism:1909-1909 trade unionist, caricaturist, painter NaN NaN Balchik School NaN NaN NaN NaN NaN No
7 Janos Mattis-Teutsch Hungarian,Romanian Romania male Abstract Art, Constructivism, Cubism, Expressionism, Fauvism, Socialist Realism Constructivism {Art Nouveau:1},{Socialist realism:1},{Abstract art:1},{Modern art:1},{Constructivism:109} Brașov Brașov 1884.0 1960.0 1909.0 1947.0 108.0 [] [] {Abstract Art:59},{Constructivism:7},{Cubism:4},{Expressionism:2},{Fauvism:31},{Socialist Realism:5} {Constructivism:11}, {Abstract Art:61}, {Expressionism:2}, {Cubism:4}, {Fauvism:31}, {Socialist Realism:5} Constructivism:1925-1930,Abstract Art:1918-1925,Expressionism:1947-1947,Cubism:1926-1928,Fauvism:1909-1947,Socialist Realism:1928-1945 writer, poet, painter, sculptor, journalist NaN NaN NaN NaN NaN NaN NaN NaN NaN
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The aim of this project is to create a dataset of painters from sources such as WikiArt and Art500k, combining features, substituting missing data of painters via the Wikipedia API and make corrections/additions both automated and manually. This includes: The dataset is intended to be used for various purposes, including data analysis, machine learning, and visualization projects. The final dataset is stored in the *artists.csv* file in the GitHub repository (raw file here: [raw](https://raw.githubusercontent.com/me9hanics/PainterPalette/main/datasets/artists.csv), often this is better import / look at as it doesn't have the commit ID in the URL so this gives back always the freshest version).

ArtProject

Painter Network
Code repository (GitHub)
This project aims to understand the connections between painters and art styles. Originally, this included creating a painter dataset, but this evolved into the separate project called PainterPalette, mentioned above. These notebooks use the PainterPalette dataset, creating links between painters based on similarity of style, geographical and social interaction, and also connections between styles and movements.

REDO PLAN: As PainterPalette now has more painters, and soon will take more painters from Art500k, the analysis will be re-done and also cleaned, simplified.

Some visualizations of the resulting networks: