Correlation between attribute languages and osName

This page shows the correlation between values of the languages and osName attributes. The left column contains values linked to languages while the top columns contain values linked to osName. Each cell contains three values:
  1. In green the number of fingerprints linked to humans;
  2. In red the number of fingerprints linked to bots;
  3. In black (between parenthesis) the total number of fingerprints.

Note that the bot detection heuristic applied is basic. Thus, it's possible to have bots classified as human traffic. Moreover, the cells with a significant number of fingerprints have a yellow background to make them more visible.
WindowsMac OSAndroidLinuxiOSUbuntunullChromium OSFedoraMintWindows PhoneXboxSolarisHarmonyOS
["en-US","en"]1113, 194 (1307)594, 113 (707)52, 33 (85)190, 55 (245)24, 6 (30)36, 7 (43)2, 0 (2)3, 0 (3)0, 1 (1)1, 0 (1)0, 1 (1)1, 0 (1)
["en-US"]115, 23 (138)202, 65 (267)129, 93 (222)44, 21 (65)143, 9 (152)4, 14 (18)
["en-GB"]7, 4 (11)91, 3 (94)14, 0 (14)6, 1 (7)58, 0 (58)
["en-GB","en-US","en"]31, 3 (34)79, 1 (80)13, 0 (13)15, 0 (15)2, 0 (2)
["ru-RU","ru","en-US","en"]66, 6 (72)17, 1 (18)8, 0 (8)13, 2 (15)
["zh-CN","zh"]63, 5 (68)20, 0 (20)1, 0 (1)0, 2 (2)0, 1 (1)
["de-DE"]40, 0 (40)4, 1 (5)7, 0 (7)1, 0 (1)12, 0 (12)
["en","fr-FR","fr","en-US"]61, 2 (63)
["fr-FR","fr","en-US","en"]33, 1 (34)11, 0 (11)9, 0 (9)6, 2 (8)
["fr-FR"]0, 3 (3)12, 0 (12)5, 0 (5)38, 0 (38)
["zh-CN"]7, 5 (12)14, 0 (14)0, 6 (6)3, 0 (3)17, 0 (17)
["de-DE","de","en-US","en"]39, 0 (39)4, 0 (4)1, 0 (1)
["fr","fr-FR","en-US","en"]13, 0 (13)3, 0 (3)2, 0 (2)8, 0 (8)7, 0 (7)
["de-DE","de"]7, 0 (7)21, 0 (21)5, 0 (5)
["de","en-US","en"]17, 1 (18)12, 0 (12)2, 0 (2)
["en-DE","de-DE"]16, 0 (16)2, 0 (2)11, 0 (11)
["tr-TR","tr","en-US","en"]14, 0 (14)5, 0 (5)2, 0 (2)7, 0 (7)
["pt-BR","pt","en-US","en"]13, 0 (13)3, 0 (3)7, 0 (7)2, 1 (3)1, 0 (1)
["en-US","en","sl"]5, 22 (27)
["ru"]4, 0 (4)2, 1 (3)1, 0 (1)1, 0 (1)18, 0 (18)
["pt-BR"]4, 1 (5)2, 0 (2)18, 0 (18)
["en"]4, 0 (4)14, 0 (14)2, 0 (2)2, 0 (2)2, 0 (2)1, 0 (1)
["zh-CN","en","en-GB","en-US"]23, 0 (23)2, 0 (2)
["en","zh-CN","zh","zh-TW"]24, 0 (24)
["en-GB","en-US","en","da","fr","ga"]23, 0 (23)
["en-US","en","fr"]7, 0 (7)5, 0 (5)1, 0 (1)9, 0 (9)
["en-GB","en"]12, 0 (12)5, 0 (5)5, 0 (5)
["en-US","en","ru"]12, 0 (12)4, 0 (4)5, 0 (5)
["fr"]1, 0 (1)18, 0 (18)
["zh-TW","zh","en-US","en"]15, 2 (17)1, 1 (2)
["en-US","en","zh-CN"]8, 0 (8)8, 0 (8)1, 0 (1)
["ru-RU"]9, 2 (11)2, 0 (2)3, 0 (3)1, 0 (1)
["zh-CN","zh","en"]4, 0 (4)11, 0 (11)1, 0 (1)
["ru","en"]7, 0 (7)8, 0 (8)0, 1 (1)
["ru","en-US","tr","en-CA","fr-CA","de","ka","de-DE","zh-CN"]15, 1 (16)
["en-US","en","zh-Hans"]5, 10 (15)
["en-AU","en","en-US"]14, 0 (14)1, 0 (1)
["en-CA"]3, 0 (3)5, 0 (5)6, 0 (6)
["ru","en-US","en"]14, 0 (14)
["it-IT"]4, 1 (5)2, 0 (2)6, 0 (6)
["ja","en-US","en"]6, 0 (6)5, 1 (6)1, 0 (1)
["de-CH","de-DE","de","en-US","en"]12, 0 (12)1, 0 (1)
["en-US","zh-Hans-CN","en-CN"]13, 0 (13)
["en-US","vi-VN","vi","en"]11, 0 (11)1, 0 (1)
["en-GB","en","en-US"]8, 0 (8)4, 0 (4)
["ar"]11, 0 (11)
["es-CL","es","en-US","en"]11, 0 (11)
["zh-TW","en","en-GB","en-US"]11, 0 (11)
["fr-FR","en-US","fr","en"]7, 0 (7)4, 0 (4)
["en-US","en","es"]1, 0 (1)2, 0 (2)8, 0 (8)
["es-ES","es"]9, 0 (9)1, 0 (1)1, 0 (1)
["zh-TW"]5, 0 (5)3, 0 (3)1, 0 (1)2, 0 (2)
["en-US","en","id"]8, 1 (9)1, 0 (1)
["de"]6, 0 (6)2, 0 (2)1, 0 (1)1, 0 (1)
["es-ES","es","en"]3, 0 (3)5, 0 (5)1, 0 (1)1, 0 (1)
["he-IL","he","en-US","en"]8, 1 (9)1, 0 (1)
["es-US","es-419","es"]9, 0 (9)
["en-US","en-GB","en"]8, 0 (8)1, 0 (1)
["pl-PL","pl","en-US","en"]4, 1 (5)3, 0 (3)1, 0 (1)
["en-US","fr-FR","fr","en"]4, 0 (4)5, 0 (5)
["en-GB","en-US","en","fr"]0, 1 (1)7, 0 (7)
["en-IN"]1, 0 (1)1, 0 (1)6, 0 (6)
["tr-TR"]3, 0 (3)5, 0 (5)
["en-US","en-GB","en","es","ca","zh-CN","en-AU"]8, 0 (8)
["en-US","en","nl"]4, 0 (4)3, 0 (3)1, 0 (1)
["en-US","ru-RU","ru","en"]4, 0 (4)4, 0 (4)
["de-DE","en-US","fr-FR","de","en"]8, 0 (8)
["de","de-DE","en","en-GB","en-US"]7, 1 (8)
["en-US","de-DE","en"]6, 0 (6)2, 0 (2)
["uk-UA","uk","ru","en-US","en","sv"]7, 0 (7)
["es-ES","es","en-US","en"]3, 0 (3)2, 0 (2)2, 0 (2)
["en-US","es-US","es","en"]3, 0 (3)4, 0 (4)
["es-419"]2, 4 (6)1, 0 (1)
["en-US","en","ar"]6, 0 (6)1, 0 (1)
["es-ES"]2, 0 (2)1, 0 (1)0, 1 (1)3, 0 (3)
["en-CA","en"]2, 0 (2)5, 0 (5)
["id-ID","id","en-US","en"]2, 0 (2)4, 0 (4)
["en-US","en","de"]2, 0 (2)2, 0 (2)1, 0 (1)1, 0 (1)
["de-DE","de;q=0.9","en-US;q=0.8","en;q=0.7"]5, 0 (5)1, 0 (1)
["en","pl-PL","pl","en-US"]6, 0 (6)
["es-419","es"]5, 1 (6)
["en-US","en","pl"]3, 0 (3)2, 0 (2)1, 0 (1)
["en","en-US"]3, 0 (3)2, 0 (2)1, 0 (1)
["en-IN","en-GB","en-US","en"]1, 0 (1)2, 0 (2)3, 0 (3)
["ar-AE","ar","en-US","en"]6, 0 (6)
["es-419","es","en"]2, 0 (2)4, 0 (4)
["en","es-ES","es"]6, 0 (6)
["it-IT","it","en-US","en"]4, 0 (4)2, 0 (2)
["en-US","en","he"]2, 0 (2)3, 0 (3)1, 0 (1)
["en-US","en","ru","es"]5, 0 (5)
["en-US","en","pt"]2, 0 (2)1, 0 (1)1, 0 (1)1, 0 (1)
["ru","en","en-GB","en-US"]5, 0 (5)
["en-AU","en-GB","en-US","en"]5, 0 (5)
["ja"]1, 0 (1)4, 0 (4)
["es-US"]5, 0 (5)
["nl-NL","nl","en-US","en"]4, 0 (4)1, 0 (1)
["en-US","en","vi"]2, 0 (2)3, 0 (3)
["en-US","en","en-GB"]2, 0 (2)2, 0 (2)1, 0 (1)
["en-CA","en-US","en"]1, 0 (1)3, 0 (3)1, 0 (1)
["en-GB","en-US","en","it"]5, 0 (5)
["en-GB","en","fr"]4, 1 (5)
["es-ES","en","es","de","zh-CN","zh-TW"]5, 0 (5)
["en-US","zh-CN","en"]5, 0 (5)
["fr","en","en-US"]5, 0 (5)
["nl-BE","nl-NL","nl","en-US","en","fr","ko"]4, 1 (5)
["pt-BR","pt"]4, 1 (5)
["en","en-IN","ja"]4, 0 (4)1, 0 (1)
["en","zh-CN"]1, 0 (1)4, 0 (4)
["zh-CN","en","en-GB","en-US","zh-TW","zh"]5, 0 (5)
["en-US","hu","hu-HU","en-HU","en"]4, 0 (4)1, 0 (1)
["en","ru"]5, 0 (5)
["en-US","ru"]3, 0 (3)1, 0 (1)
["en-US","en","sv"]4, 0 (4)
["ko-KR","ko","en-US","en"]2, 2 (4)
["th-TH","th"]1, 0 (1)3, 0 (3)
["en-US","en","uk"]4, 0 (4)
["en-GB","en-US","en","zh-CN"]3, 1 (4)
["ru","en-US"]4, 0 (4)
["uk-UA"]1, 0 (1)1, 0 (1)2, 0 (2)
["ru-RU","ru","en-US","en","es"]4, 0 (4)
["en-US","sr","hr"]4, 0 (4)
["zh-CN","en-US","en","zh"]3, 0 (3)1, 0 (1)
["en-AU"]1, 0 (1)3, 0 (3)
["zh-CN","en-US","en"]3, 0 (3)1, 0 (1)
["en","es-419","es"]4, 0 (4)
["fa-IR","en-US","fa","en"]4, 0 (4)
["he","ar"]4, 0 (4)
["en-GB","en-US","en","uk"]4, 0 (4)
["ko","en-US","en"]4, 0 (4)
["ru","ru-RU","en-US","en"]1, 0 (1)3, 0 (3)
["en-US","zh-CN","en","zh"]2, 0 (2)2, 0 (2)
["en-GB","en-US","en","ru"]4, 0 (4)
["en-DE","de-DE","de","en-GB","en-US","en"]2, 0 (2)2, 0 (2)
["en-US","en","es","ca"]4, 0 (4)
["uk-UA","uk","ru","en-US","en"]4, 0 (4)
["zh-CN","zh","en","zh-TW"]4, 0 (4)
["ru","en","ru-RU","en-US"]4, 0 (4)
["vi","en-US","en"]4, 0 (4)
["pl","en-US","en"]3, 0 (3)
["en-GB","fr-FR"]3, 0 (3)
["en-US","ru-UA","ru","uk-UA","uk","en"]3, 0 (3)
["zh-CN","zh-TW","en"]3, 0 (3)
["en-CA","zh-CN","ja","zh-TW","it","de"]3, 0 (3)
["en-US","en","hi"]2, 0 (2)1, 0 (1)
["vi-VN","vi","fr-FR","fr","en-US","en"]3, 0 (3)
["en-SG"]3, 0 (3)
["ja-JP","jp"]0, 2 (2)0, 1 (1)
["fr","en-US","en"]1, 0 (1)1, 0 (1)1, 0 (1)
["zh-CN","en-US"]1, 0 (1)1, 0 (1)1, 0 (1)
["en-US","en","fa"]2, 0 (2)1, 0 (1)
["fr","fr-FR","en","en-GB","en-US"]3, 0 (3)
["en-US","fr","fr-FR","en"]1, 0 (1)2, 0 (2)
["en-US","en","it"]1, 0 (1)2, 0 (2)
["pt-BR","pt","en","en-GB","en-US"]2, 0 (2)0, 1 (1)
["en-US","en","es","zh-CN","am"]3, 0 (3)
["en-US","en","ur"]1, 0 (1)2, 0 (2)
["da-DK","da","en-US","en"]1, 0 (1)2, 0 (2)
Not available2, 0 (2)1, 0 (1)
["en-US","en-GB"]2, 0 (2)1, 0 (1)
["en-US","pt-BR","pt","en"]2, 0 (2)1, 0 (1)
["pl"]2, 0 (2)1, 0 (1)
["fr","de-DE","pt","es","it","en-US","ar"]3, 0 (3)
["ru-RU","ru","en-US","en","he"]3, 0 (3)
["zh-CN","en"]1, 0 (1)2, 0 (2)
["ru-RU","ru","en-US","en","de"]3, 0 (3)
["de-DE","de","fr-FR","fr","bs","en","ru"]3, 0 (3)
tr-TR, en-GB3, 0 (3)
["en","uk"]3, 0 (3)
["en-US","zh-CN","en","en-GB"]3, 0 (3)
["en-DE"]3, 0 (3)
["en-US","en","uk","ru","fr"]3, 0 (3)
["en-US","en","el"]1, 0 (1)2, 0 (2)
["en-US","en","bg"]1, 0 (1)1, 0 (1)
["ru","uk-UA","uk","en-US","en","fr","it"]1, 1 (2)
["en-US","hi-IN","hi","en"]2, 0 (2)
["zh-CN","zh","en-US","en"]2, 0 (2)
["nb","en-GB","no"]2, 0 (2)
["ja-JP"]0, 1 (1)1, 0 (1)
["en-GB","en","en-US","vi","be","co"]2, 0 (2)
["en-US","ru","en","ru-RU","uk","es"]2, 0 (2)
["en","nl"]2, 0 (2)
["zh-CN","en","zh"]2, 0 (2)
["ar-EG","ar","en-US","en"]1, 0 (1)1, 0 (1)
["en-US","en","en-IN"]1, 0 (1)1, 0 (1)
["en","fr"]2, 0 (2)
["ru-RU","ru","en-US","en","sr"]2, 0 (2)
["nl","en-US","en"]2, 0 (2)
["en","en-NZ","en-GB-oxendict","en-AU","en-US","ko"]2, 0 (2)
["pl-PL"]2, 0 (2)
["en-GB","en-US","en","nb"]1, 0 (1)1, 0 (1)
["ar","en-US","en"]2, 0 (2)
["fr","en","ar","zh-CN"]2, 0 (2)
["vi-VN","vi","en-US","en","fr","ko"]2, 0 (2)
["ko-KR"]1, 0 (1)1, 0 (1)
["en-GB","ru-RU","ru","en-US","en"]2, 0 (2)
["en-US","fr-FR"]1, 0 (1)1, 0 (1)
["ja-JP","en-US","ja","en"]1, 0 (1)1, 0 (1)
["en","en-US","en-GB"]1, 0 (1)1, 0 (1)
["en-US","en","ka"]1, 0 (1)1, 0 (1)
["zh-CN","en","zh","tr","id","th","ms"]2, 0 (2)
["en-US","en","lt"]2, 0 (2)
["th-TH"]2, 0 (2)
en-US1, 1 (2)
["tr-TR","tr","en-US","en","de"]2, 0 (2)
["vi-VN"]2, 0 (2)
["es","ru","ru-RU","en"]1, 1 (2)
["en-US","en","te","hi"]2, 0 (2)
["en-GB","en-US;q=0.9","en;q=0.8"]2, 0 (2)
["en-US","en","fr-FR"]2, 0 (2)
["he-IL"]1, 0 (1)1, 0 (1)
["en-US","en","en-AU"]2, 0 (2)
["fr-FR","en-US","en-GB","pl-PL","pl","fr","en"]1, 0 (1)1, 0 (1)
["en-GB","en-US","en","de"]2, 0 (2)
["en-GB-oxendict","en-GB","en","en-US","pl"]2, 0 (2)
["uk-UA","uk","en-US","en"]1, 0 (1)1, 0 (1)
["en","zh","zh-CN"]2, 0 (2)
["fr-CH","fr","en-US","en"]2, 0 (2)
["en-US","he-IL","he","en"]2, 0 (2)
["en-US","it","en"]2, 0 (2)
["he-IL","fr","he","en-US","en"]2, 0 (2)
["ru-RU","en-US"]2, 0 (2)
["zh-CN","en-CN","en","zh"]2, 0 (2)
["en","fr-FR","es-ES","es","fr","en-US","am","de"]2, 0 (2)
["en-GB","pt-PT","pt","fr-FR","fr","en-US","en"]2, 0 (2)
["en","en-GB"]2, 0 (2)
["el-GR","el","en-US","en"]2, 0 (2)
["en-US","en","de","sv","zh-TW","fr"]2, 0 (2)
["ru-RU","en-GB","ru","en-US","en"]2, 0 (2)
["en","el-GR","el"]2, 0 (2)
["en-PK","en-US","en"]2, 0 (2)
["fr-FR","en-US","en","fr"]2, 0 (2)
["fr-FR","fr","en-US","en","tr"]2, 0 (2)
["en-GB","zh-CN","en"]2, 0 (2)
["vi"]1, 0 (1)1, 0 (1)
["en-US","en","zh-CN","zh-HK","zh"]2, 0 (2)
["en-GB","en-US"]2, 0 (2)
["nl-NL"]1, 0 (1)1, 0 (1)
["en-us"]2, 0 (2)
["en-US","en","fi","es","mt","sv","de"]2, 0 (2)
["ko","en","en-US"]2, 0 (2)
["fr-CA"]1, 0 (1)1, 0 (1)
["ru-RU","ru","en-US","en","pt","de"]2, 0 (2)
["pt-BR","pt","en","en-US","pt-PT","ceb","ca","zh-CN"]2, 0 (2)
["en-US","bg-BG","bg","el-GR","el","en","af","ca","it","cy","ga"]1, 0 (1)1, 0 (1)
["en-US","en","tr"]2, 0 (2)
["zh-CN","en-US","zh","en"]1, 0 (1)1, 0 (1)
["zh-CN","zh","th"]2, 0 (2)
["en-US","zh-HK","zh","en","zh-TW"]2, 0 (2)
["pl-PL","kk-KZ","kk","pl","en-US","en"]2, 0 (2)
["en-IN","en-GB","en-US","en","fr"]2, 0 (2)
["en-GB","en-US","en","hi"]2, 0 (2)
["zh-CN","zh","en","zh-TW","ko"]2, 0 (2)
["ru-RU","en-US","en","ru","pl","es"]2, 0 (2)
["es-US","es","es-419","en"]1, 0 (1)
["en-US","fr-MA","fr","en","ar","es"]1, 0 (1)
["en-GB","en","en-US","nl","af","hi"]1, 0 (1)
["en-US","en","fil"]1, 0 (1)
["ru-GB","ru-RU","ru","en-US","en"]1, 0 (1)
["pt-PT"]1, 0 (1)
["es-AR","en-US","en"]1, 0 (1)
["en-US","ka-GE","ka","en"]1, 0 (1)
["sv-SE","sv","en-US","en"]1, 0 (1)
["ru-RU","ru","en-US","en","sk"]1, 0 (1)
["fi-FI","en-US"]1, 0 (1)
["fr","en-US","de-DE","pt","es","it"]1, 0 (1)
["ru-RU","ru","en-US","en","th"]1, 0 (1)
["en-US","en","af"]1, 0 (1)
["vi-VN","vi"]1, 0 (1)
["en-CA","en-GB","en-US","en","fr"]1, 0 (1)
["en-CA","en","en-GB"]1, 0 (1)
["en-DK","da-DK","da","en-GB","en-US","en","de"]1, 0 (1)
["en-GB","bg-BG"]1, 0 (1)
["en-GB","en","en-US","pt-PT"]1, 0 (1)
["ko","en","en-US","ja","zh-TW"]1, 0 (1)
["fr-FR","en-GB"]1, 0 (1)
["en-US","vi-VN","vi","fr-FR","fr","en"]1, 0 (1)
["ar","ar-AE","en-US","en"]1, 0 (1)
["en-US","en","da"]1, 0 (1)
["en-US","en","ca","en-GB"]1, 0 (1)
["fr","en-US","it"]1, 0 (1)
["en-US","en","zh-CN","zh","da","zh-TW","ja"]1, 0 (1)
["en-US","en","ru","he","nl"]1, 0 (1)
["en-US","en","fr-BE","fr-FR"]1, 0 (1)
["en","vi","fr","vi-VN","fr-FR","en-US"]1, 0 (1)
["en","pl-PL","pl","en-US","ru","es","it"]1, 0 (1)
["en","tr"]1, 0 (1)
["en","ar","ja","en-US"]1, 0 (1)
["pt-BR","pt","en-US","en","fr"]1, 0 (1)
["zh-CN","zh","en","ja"]1, 0 (1)
["ja","en-US","fi","en"]1, 0 (1)
["zh-CN","en","en-US","zh"]1, 0 (1)
["es-US","en-US"]1, 0 (1)
["id-ID","id","en-US","en","ms"]1, 0 (1)
["id-ID","id"]1, 0 (1)
["en","en-US","es","ru-RU","ru"]1, 0 (1)
["en-US","en-AU","en"]1, 0 (1)
["pt","pt-PT","en-US","en"]1, 0 (1)
["en-US","fr-BE","fr","en","de"]1, 0 (1)
["ru-IE","ru-RU","ru","xh"]1, 0 (1)
["en-US","en","vi","und"]1, 0 (1)
["en-US","en","ru","lt"]1, 0 (1)
["en-RU","ru-RU","ru","en-GB","en-US","en"]1, 0 (1)
["en-GB","en","de"]1, 0 (1)
["en","ru","uk","tr"]1, 0 (1)
["en-US","en","pl","de"]1, 0 (1)
["en-GB","en-US","en","ko"]1, 0 (1)
["en-AT","de-AT","de","en-GB","en-US","en"]1, 0 (1)
["en-US","en","es-ES","es","pt-PT","pt","it-IT","it"]1, 0 (1)
["en-US","en","ur","af"]1, 0 (1)
["en-AU","en-US","en-GB","en"]1, 0 (1)
["en-US","tr-TR","tr","en","az","ru"]1, 0 (1)
["en-US","en","ru","ka"]1, 0 (1)
["pt-BR","pt","en-US","en","es"]1, 0 (1)
["de-CH","de"]1, 0 (1)
["km-KH","km"]1, 0 (1)
["en-US","ru-RU","ru","en","en-GB"]1, 0 (1)
["en","it-IT","it","en-US"]1, 0 (1)
["uk-UA","ru-UA","ru","uk","en-US","en","hu"]1, 0 (1)
["pt-BR","en-US","en","pt","it","es","ca","hu"]1, 0 (1)
["en-GB","en-US","en","ar","fr"]1, 0 (1)
["en-GB","en","fi"]1, 0 (1)
["ru","uk","en-US","en"]0, 1 (1)
["de-DE","de","en-US","en","la","ja"]1, 0 (1)
["en-US","en","zh-HK","zh","zh-CN"]1, 0 (1)
["en-US","it-IT","it","de-DE","de","en"]1, 0 (1)
["pl-PL","pl","en-US","en","de"]1, 0 (1)
["en-US","ar-AE","ar","en"]1, 0 (1)
["nl-BE","nl","en-US","en"]1, 0 (1)
["en","en-US","no"]1, 0 (1)
["es","es-ES","en","en-GB","fr-FR"]1, 0 (1)
["en-US","fr-FR","fr","ja-JP","ja","en"]1, 0 (1)
["en","pl","en-GB","en-US"]1, 0 (1)
["ja","en","en-GB","en-US"]1, 0 (1)
["en","en-US","zh-CN","zh-TW","ja"]1, 0 (1)
["ru","en-US","en-GB","en"]1, 0 (1)
["es-US","es-ES","es"]1, 0 (1)
["de","en-GB"]1, 0 (1)
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