{"id":368,"date":"2024-11-11T17:17:19","date_gmt":"2024-11-11T14:17:19","guid":{"rendered":"https:\/\/www.datuskola.lv\/?p=368"},"modified":"2024-11-11T17:18:02","modified_gmt":"2024-11-11T14:18:02","slug":"datu-analize-ar-claude-ai-analysis-tool","status":"publish","type":"post","link":"https:\/\/www.datuskola.lv\/index.php\/2024\/11\/11\/datu-analize-ar-claude-ai-analysis-tool\/","title":{"rendered":"Datu anal\u012bze ar Claude.ai Analysis tool"},"content":{"rendered":"\n<p>Autors: Aivis Brut\u0101ns, datu zin\u0101tnieks, Datu skolas akt\u012bvists<\/p>\n\n\n\n<p id=\"2f1e\">\u0160\u012b gada 24.oktobr\u012b uz\u0146\u0113mums&nbsp;<em>Anthropic&nbsp;<\/em>papildin\u0101ja&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/claude.ai\/new\" target=\"_blank\">Claude.ai<\/a>&nbsp;t\u0113rz\u0113\u0161anas r\u012bku ar datu anal\u012bzes funkciju&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.anthropic.com\/news\/analysis-tool\" target=\"_blank\"><em>Analysis tool<\/em><\/a>, kas dod lietot\u0101jam aug\u0161upl\u0101d\u0113t datu failus un veikt \u0161o datu anal\u012bzi. Uz\u0146\u0113mums t\u0101d\u0101 veid\u0101 v\u0113las neatpalik no tirg\u016b labu laiku pieejam\u0101s&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/help.openai.com\/en\/articles\/8437071-data-analysis-with-chatgpt\" target=\"_blank\">ChatGPT datu anal\u012bzes<\/a>&nbsp;funkcijas. \u0160aj\u0101 rakst\u0101 apl\u016bko\u0161u, cik labi \u0161is r\u012bks sp\u0113j analiz\u0113t&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/data.gov.lv\/dati\/lv\/dataset\/cesu-novada-iedzivotaju-aptaujas-rezultati\" target=\"_blank\">C\u0113su novada iedz\u012bvot\u0101ju 2021.gada aptaujas rezult\u0101tus<\/a>&nbsp;\u2014 datu kopa, kuru nupat izmantoju&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/www.datuskola.lv\/index.php\/2024\/11\/10\/datu-analize-ar-chatgpt-canvas\/\" target=\"_blank\">ChatGPT Canvas<\/a>&nbsp;test\u0113\u0161an\u0101.<\/p>\n\n\n\n<p id=\"d646\">Lai var\u0113tu izmantot \u0161o funkcionalit\u0101ti, vispirms veic sekojo\u0161as darb\u012bbas:<\/p>\n\n\n\n<ul><li>sava Claude.ai profila iestat\u012bjumos (<a rel=\"noreferrer noopener\" href=\"https:\/\/claude.ai\/settings\/profile\" target=\"_blank\">https:\/\/claude.ai\/settings\/profile<\/a>) ir j\u0101aktiviz\u0113&nbsp;<em>artifacts&nbsp;<\/em>lieto\u0161ana (<em>Enable artifacts<\/em>),<\/li><li>aktiviz\u0113&nbsp;<em>Analysis tool<\/em>&nbsp;lieto\u0161anu&nbsp;<em>Feature preview&nbsp;<\/em>log\u0101.<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"715\" height=\"202\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/10_Claude_Enable_Artifacts.png\" alt=\"\" class=\"wp-image-369\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/10_Claude_Enable_Artifacts.png 715w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/10_Claude_Enable_Artifacts-300x85.png 300w\" sizes=\"(max-width: 715px) 100vw, 715px\" \/><figcaption><em>Enable artifacts \u2014 sada\u013c\u0101 Settings -&gt; Profile (<\/em><a rel=\"noreferrer noopener\" href=\"https:\/\/claude.ai\/settings\/profile\" target=\"_blank\">https:\/\/claude.ai\/settings\/profile<\/a>)<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"803\" height=\"412\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/11_Claude_Enable_Analysis_tool.png\" alt=\"\" class=\"wp-image-370\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/11_Claude_Enable_Analysis_tool.png 803w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/11_Claude_Enable_Analysis_tool-300x154.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/11_Claude_Enable_Analysis_tool-768x394.png 768w\" sizes=\"(max-width: 803px) 100vw, 803px\" \/><figcaption>\u201cAnalysis tool\u201d aktiviz\u0113\u0161ana \u201cFeature Preview\u201d log\u0101<\/figcaption><\/figure>\n\n\n\n<p id=\"04c9\">T\u0101l\u0101k \u010datam pievieno failu un uzvedn\u0113 nor\u0101di, lai veic \u0161o datu anal\u012bzi. Ta\u010du ir j\u0101\u0146em v\u0113r\u0101 sekojo\u0161ais:<\/p>\n\n\n\n<ul><li>Claude.ai at\u013cauj aug\u0161upl\u0101d\u0113t tikai konkr\u0113tus failu form\u0101tus. Atbalst\u0101mo faila form\u0101tu saraksts ir pieejams&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/support.anthropic.com\/en\/articles\/8241126-what-kinds-of-documents-can-i-upload-to-claude-ai\" target=\"_blank\">\u0161eit<\/a>. Piem\u0113ram, Excel failu pievienot neizdosies.<\/li><li>Claude.ai r\u012bks nevar analiz\u0113t lielus datu failus. Tiem ir j\u0101iek\u013caujas Anthropic&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/docs.anthropic.com\/en\/docs\/about-claude\/models\" target=\"_blank\">mode\u013cu konteksta loga<\/a>&nbsp;r\u0101mjos. Pie tam, apjomu v\u0113l ietekm\u0113 tas, vai lietot\u0101js izmanto bezmaksas vai maksas pl\u0101nu un k\u0101da ir Claude.ai noslodze r\u012bka izmanto\u0161anas br\u012bd\u012b.<\/li><\/ul>\n\n\n\n<p id=\"0345\">Ar konteksta logu saprot maksim\u0101lo tokenu skaitu, ko valodu modelis sp\u0113j apstr\u0101d\u0101t. Tokens ir v\u0101rds vai v\u0101rda da\u013ca.&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/platform.openai.com\/tokenizer\" target=\"_blank\">\u0160eit<\/a>&nbsp;ir pieejams&nbsp;<em>OpenAI&nbsp;<\/em>izstr\u0101d\u0101ts r\u012bks, kur\u0161 vizu\u0101li atspogu\u013co, k\u0101 izskat\u0101s tokeniz\u0113ts teksts. T\u0101tad,&nbsp;<em>Anthropic&nbsp;<\/em>valodu mode\u013ciem ir ierobe\u017eots tokenu skaits, kurus tie var apstr\u0101d\u0101t, t\u0101p\u0113c lielu datu failu gad\u012bjum\u0101 lietot\u0101jam neizdosies veikt anal\u012bzi.<\/p>\n\n\n\n<p id=\"110c\">\u0160eit ir piem\u0113rs ar konteksta loga ierobe\u017eojumu, kur\u0101 izmantoju p\u0101rveidotos C\u0113su novada aptaujas datus:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"465\" height=\"307\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/12_Claude_length_limit.png\" alt=\"\" class=\"wp-image-371\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/12_Claude_length_limit.png 465w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/12_Claude_length_limit-300x198.png 300w\" sizes=\"(max-width: 465px) 100vw, 465px\" \/><figcaption>Konteksta loga ierobe\u017eojumi atkar\u012bb\u0101 no Claude.ai pl\u0101na<\/figcaption><\/figure>\n\n\n\n<p>K\u0101 redzams, tad&nbsp;<em>ChatGPT Canvas<\/em>&nbsp;anal\u012bz\u0113 izmantoto&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/huggingface.co\/datasets\/Aivis\/Cesis_survey_2021\" target=\"_blank\">datu failu<\/a>&nbsp;Claude.ai nevar apstr\u0101d\u0101t \u2014 bezmaksas piek\u013cuves gad\u012bjum\u0101 tokenu skaits fail\u0101 pret tokeniem, ko varu izmantot bez maksas, p\u0101rsniedz 9 reizes. Br\u012bd\u012b, kad grib\u0113ju veikt bezmaksas anal\u012bzi, nebija pieejams ar\u012b jaun\u0101kais Claude modelis:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"327\" height=\"165\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/13_Claude_notification_about_models.png\" alt=\"\" class=\"wp-image-372\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/13_Claude_notification_about_models.png 327w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/13_Claude_notification_about_models-300x151.png 300w\" sizes=\"(max-width: 327px) 100vw, 327px\" \/><figcaption>Pazi\u0146ojums, ka Claude.ai t\u0113rz\u0113\u0161an\u0101 izmanto citu modeli.<\/figcaption><\/figure>\n\n\n\n<p id=\"abba\">Ar\u012b maksas pl\u0101na gad\u012bjum\u0101 tokenu skaits ir p\u0101r\u0101k liels \u2014 tas p\u0101rsniedz 1\/3 no pie\u013caujam\u0101 apjoma. T\u0101p\u0113c \u0161im nol\u016bkam izmantoju sa\u012bsin\u0101to p\u0113t\u012bjumu datus, atmetot nost kolonnas, lai iek\u013cautos konteksta loga ietvaros. J\u0101\u0146em v\u0113r\u0101, ka konteksta logu ietekm\u0113 ne tikai pats fails, bet ar\u012b uzvednes garums \u2014 jo gar\u0101ks tas ir, jo vair\u0101k tokenu tiek t\u0113r\u0113ts.<\/p>\n\n\n\n<p id=\"8ffe\">Lai saprastu, vai&nbsp;<em>Analysis tool<\/em>&nbsp;var\u0113s apstr\u0101d\u0101t .csv failu, izveidoju&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/huggingface.co\/spaces\/Aivis\/Token_counter\" target=\"_blank\">r\u012bku<\/a>&nbsp;(<em>Token Counter<\/em>), kur\u0161 r\u0113\u0137ina cik daudz tokenu liels ir \u0161is fails \u2014 ja tas p\u0101rsniedz vai ir \u013coti tuvs&nbsp;<em>Anthropic&nbsp;<\/em>mode\u013cu konteksta logam (~200 t\u016bkst. tokenu), tad \u0161o .csv failu&nbsp;<em>Analysis tool<\/em>&nbsp;apstr\u0101d\u0101t nevar\u0113s:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"541\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/14_HuggingFace_Token_Counter-1024x541.png\" alt=\"\" class=\"wp-image-373\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/14_HuggingFace_Token_Counter-1024x541.png 1024w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/14_HuggingFace_Token_Counter-300x158.png 300w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/14_HuggingFace_Token_Counter-768x405.png 768w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/14_HuggingFace_Token_Counter-1200x633.png 1200w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/14_HuggingFace_Token_Counter.png 1237w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption>Tokenu skait\u012bt\u0101js .csv failiem \u2014&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/huggingface.co\/spaces\/Aivis\/Token_counter\" target=\"_blank\">https:\/\/huggingface.co\/spaces\/Aivis\/Token_counter<\/a><br><\/figcaption><\/figure>\n\n\n\n<p id=\"25cc\">Izveidotais r\u012bks r\u0101da aptuvenu rezult\u0101tu, jo ir v\u0113l citi faktori, kas ietekm\u0113 kop\u0113jo tokenu skaitu: k\u0101 .csv fails Claude.ai pus\u0113 tiek apstr\u0101d\u0101ts, uzvednes lielums (t.sk. sist\u0113mas uzvedne, kas r\u012bka lietot\u0101jam nav redzama) un p\u0101rlieku lielas Claude.ai noslodzes gad\u012bjumos tiek&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/support.anthropic.com\/en\/articles\/8241175-how-do-i-increase-my-usage-limits\" target=\"_blank\">ierobe\u017eots<\/a>&nbsp;konteksta loga apjoms \u2014 pat ja izv\u0113l\u0113tais modelis sp\u0113j apstr\u0101d\u0101t vair\u0101k tokenus.<\/p>\n\n\n\n<p id=\"3c2a\"><strong>Anal\u012bzes rezult\u0101ts<\/strong><\/p>\n\n\n\n<p id=\"fc38\">Ja ir uzrakst\u012bta viena liela uzvedne, kur\u0101 nor\u0101d\u012bts pla\u0161s uzdevumu kl\u0101sts, kas Claude.ai ir j\u0101atspogu\u013co, tad var sask\u0101rties ar situ\u0101ciju, ka r\u012bks ir sasniedzis tokenu limitu, ko vien\u0101 atbild\u0113 tas sp\u0113j \u0123ener\u0113t:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"698\" height=\"247\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/15_Claude_response_limit.png\" alt=\"\" class=\"wp-image-374\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/15_Claude_response_limit.png 698w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/15_Claude_response_limit-300x106.png 300w\" sizes=\"(max-width: 698px) 100vw, 698px\" \/><figcaption>Claude.ai nav pabeidzis datu anal\u012bzi, jo sasniedzis tokenu limitu, ko vien\u0101 reiz\u0113 modelis sp\u0113j \u0123ener\u0113t<\/figcaption><\/figure>\n\n\n\n<p id=\"1090\">T\u0101p\u0113c iztr\u016bksto\u0161o anal\u012bzes da\u013cu j\u0101prasa n\u0101kamajos so\u013cos.<\/p>\n\n\n\n<p id=\"93c5\">T\u0101pat k\u0101&nbsp;<em>ChatGPT&nbsp;<\/em><a rel=\"noreferrer noopener\" href=\"https:\/\/help.openai.com\/en\/articles\/8437071-data-analysis-with-chatgpt\" target=\"_blank\">datu anal\u012bzes r\u012bks<\/a>, ar\u012b Claude.ai&nbsp;<em>Analysis tool<\/em>&nbsp;sp\u0113j veidot grafikus un atspogu\u013cotie skait\u013ci ir pareizi. Atg\u0101din\u0101\u0161u, ka l\u012bdz\u012bg\u0101 datu anal\u012bzes uzdevum\u0101&nbsp;<em>ChatGPT Canvas<\/em>&nbsp;m\u0113dz skait\u013cus izdom\u0101t, t\u0101p\u0113c bija j\u0101veic papildu darb\u012bbas, lai ieg\u016btu pareizu rezult\u0101tu.&nbsp;<em>Analysis tool&nbsp;<\/em>vizualiz\u0101cijas piem\u0113ri:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"711\" height=\"457\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/16_Claude_Overall_satisfaction_metric.png\" alt=\"\" class=\"wp-image-375\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/16_Claude_Overall_satisfaction_metric.png 711w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/16_Claude_Overall_satisfaction_metric-300x193.png 300w\" sizes=\"(max-width: 711px) 100vw, 711px\" \/><figcaption>Tr\u012bs aptaujas jaut\u0101jumu kopsavilkums: apmierin\u0101t\u012bba ar dz\u012bvi novad\u0101; vai novad\u0101 j\u016btas dro\u0161i; vai uzticas novada pa\u0161vald\u012bbai<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"687\" height=\"433\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/17_Claude_TOP_priority_areas.png\" alt=\"\" class=\"wp-image-376\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/17_Claude_TOP_priority_areas.png 687w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/17_Claude_TOP_priority_areas-300x189.png 300w\" sizes=\"(max-width: 687px) 100vw, 687px\" \/><figcaption>TOP priorit\u0101tes ar kur\u0101m, p\u0113c respondentu dom\u0101m, ir j\u0101str\u0101d\u0101 C\u0113su novada pa\u0161vald\u012bbai<\/figcaption><\/figure>\n\n\n\n<p>Lai gan tika pras\u012bts pa\u0161vald\u012bbas servisus un infrastrukt\u016bras aspektus analiz\u0113t atsevi\u0161\u0137i, n\u0101kamaj\u0101s div\u0101s vizualiz\u0101cij\u0101s \u0161\u012bs kategorijas ir saliktas kop\u0101:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"682\" height=\"442\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/18_Claude_Best_rated_services.png\" alt=\"\" class=\"wp-image-377\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/18_Claude_Best_rated_services.png 682w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/18_Claude_Best_rated_services-300x194.png 300w\" sizes=\"(max-width: 682px) 100vw, 682px\" \/><figcaption>Vislab\u0101k nov\u0113rt\u0113tie C\u0113su novada pa\u0161vald\u012bbas infrastrukt\u016bras aspekti un pa\u0161vald\u012bbas pakalpojumi<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"683\" height=\"442\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/19_Claude_Areas_needing_improvements.png\" alt=\"\" class=\"wp-image-378\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/19_Claude_Areas_needing_improvements.png 683w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/19_Claude_Areas_needing_improvements-300x194.png 300w\" sizes=\"(max-width: 683px) 100vw, 683px\" \/><figcaption>Visslikt\u0101k nov\u0113rt\u0113tie C\u0113su novada pa\u0161vald\u012bbas infrastrukt\u016bras aspekti un pa\u0161vald\u012bbas pakalpojumi<\/figcaption><\/figure>\n\n\n\n<p id=\"57aa\"><em>Analysis tool<\/em>&nbsp;vizualiz\u0101cija veidota&nbsp;<em>Javascript&nbsp;<\/em>programm\u0113\u0161anas valod\u0101. Ja grafikos ir nepiecie\u0161ams veikt izmai\u0146as, tad ir j\u0101p\u0101rzina \u0161\u012b valoda. Lai r\u012bks \u0123ener\u0113tu grafikus, tas ir j\u0101nodefin\u0113 uzvedn\u0113.<\/p>\n\n\n\n<p id=\"4675\">Pati datu anal\u012bze ir maz\u0101k interesanta \u2014 tas ir r\u0101d\u012bt\u0101ju apkopojums, kur\u0101 nor\u0101d\u012bti v\u0113rt\u0113jumu vid\u0113jie lielumi un % sadal\u012bjums. \u0160\u0101ds apkopojums pal\u012bdz anal\u012bzes rakst\u012b\u0161an\u0101, ko var\u0113tu m\u0113\u0123in\u0101t uztic\u0113t&nbsp;<em>ChatGPT Canvas.<\/em><\/p>\n\n\n\n<p id=\"8283\">Otraj\u0101 anal\u012bzes pieg\u0101jien\u0101 iedevu tikai vienu uzdevumu:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\"><p>Create a detailed survey analysis of each blocks (\u201cqnum_\u201d, \u201cy_priority_\u201d, \u201crate_service_\u201d, \u201crate_availability_\u201d, \u201cy_using_\u201d) considering respondents\u2019 demographics (sex, age_category, education, occupation, residence_change_next_5_yrs and vehicle_to_riga).<\/p><\/blockquote>\n\n\n\n<p id=\"96f3\">\u0160eit, t\u0101pat k\u0101 pirmaj\u0101 pieg\u0101jien\u0101, pa punktiem salikti procentu un vid\u0113jo v\u0113rt\u0113jumu atspogu\u013cojums. Interesanti, ka r\u012bks sav\u0101s atbild\u0113s gandr\u012bz koncentr\u0113j\u0101s tikai uz vienu demogr\u0101fisko parametru \u2014 dzimumu. Ta\u010du pat\u012bkami p\u0101rsteidza anal\u012bzes da\u013ca par respondentu p\u0101rvieto\u0161an\u0101s paradumiem. Taj\u0101 bija interesants secin\u0101jums \u2014 no sabiedrisk\u0101 transporta lietot\u0101jiem visbie\u017e\u0101k to izmanto seniori, darba sp\u0113ka vecuma respondenti vair\u0101k izmanto automa\u0161\u012bnu un liel\u0101kais velosip\u0113du izmanto\u0161anas \u012bpatsvars ir b\u0113rnu un jaunie\u0161u vid\u016b:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"527\" height=\"441\" src=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/20_Claude_transportation_patterns.png\" alt=\"\" class=\"wp-image-379\" srcset=\"https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/20_Claude_transportation_patterns.png 527w, https:\/\/www.datuskola.lv\/wp-content\/uploads\/2024\/11\/20_Claude_transportation_patterns-300x251.png 300w\" sizes=\"(max-width: 527px) 100vw, 527px\" \/><figcaption>Ikdien\u0101 visbie\u017e\u0101k izmantotie p\u0101rvieto\u0161an\u0101s l\u012bdzek\u013ci dal\u012bjum\u0101 p\u0113c vecuma grup\u0101m<\/figcaption><\/figure>\n\n\n\n<p id=\"9630\">T\u0101tad r\u012bks ne tikai apkopoja r\u0101d\u012bt\u0101ju griezumu p\u0113c vecuma grupas, bet ar\u012b atrada b\u016btisk\u0101s at\u0161\u0137ir\u012bbas starp \u0161\u012bm vecuma grup\u0101m.<\/p>\n\n\n\n<p id=\"6162\"><strong>Kopsavilkums<\/strong><\/p>\n\n\n\n<ul><li>Lietojot Claude.ai&nbsp;<em>Analysis tools<\/em>&nbsp;bez maksas valodu mode\u013ca konteksta loga un papildu ierobe\u017eojumu d\u0113\u013c b\u016bs iesp\u0113jams analiz\u0113t tikai mazas datu kopas. Ar\u012b maksas gad\u012bjum\u0101 ir j\u0101p\u0101rdom\u0101 datu strukt\u016bra, jo p\u0101r\u0101k lielus failus Claude.ai nesp\u0113j apstr\u0101d\u0101t. \u0160is ir b\u016btisks tr\u016bkums, jo no datu faila n\u0101c\u0101s izk\u013caut da\u013cu parametru, kas atsevi\u0161\u0137os gad\u012bjumos var ietekm\u0113t anal\u012bzes rezult\u0101tu.<\/li><li>Bezmaksas un&nbsp;<em>Pro&nbsp;<\/em>pl\u0101na lietot\u0101ju uzvednes tiek izmantotas&nbsp;<em>Anthropic&nbsp;<\/em>mode\u013cu&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/privacy.anthropic.com\/en\/articles\/10023580-i-want-to-opt-out-of-my-prompts-and-results-being-used-for-training-models\" target=\"_blank\">tren\u0113\u0161an\u0101<\/a>, t\u0101p\u0113c sensit\u012bvu datu anal\u012bzei \u0161is r\u012bks nav piem\u0113rots. Mode\u013ci netiek tren\u0113ti biznesam paredz\u0113tos&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/privacy.anthropic.com\/en\/articles\/7996868-i-want-to-opt-out-of-my-prompts-and-results-being-used-for-training-models\" target=\"_blank\">produktos<\/a>&nbsp;(<em>Teams&nbsp;<\/em>un&nbsp;<em>Enterprise<\/em>&nbsp;pl\u0101ni, API piepras\u012bjumi).<\/li><li><em>Analysis tools<\/em>&nbsp;r\u012bks ir labs r\u0101d\u012bt\u0101ju apkopot\u0101js, bet anal\u012bzes apraksto\u0161o da\u013cu ir v\u0113rts uztic\u0113t k\u0101dam citam.<\/li><li>Datu anal\u012bzes uzdevumu v\u0113lams sadal\u012bt vair\u0101kos so\u013cos, jo vien\u0101 uzvedn\u0113, nodefin\u0113jot pla\u0161u uzdevumu kl\u0101stu, var sask\u0101rties ar situ\u0101ciju, ka Claude.ai nepabeidz anal\u012bzi \u2014 tas b\u016bs sasniedzis maksim\u0101lo tokenu skaitu, ko vien\u0101 reiz\u0113 sp\u0113j \u0123ener\u0113t.<\/li><li>Ar&nbsp;<em>Analysis tools<\/em>&nbsp;ir iesp\u0113jams veidot grafikus, un, t\u0101 k\u0101 ir aktiviz\u0113ta&nbsp;<em>Artifacts&nbsp;<\/em>funkcionalit\u0101te, tad ar grafikiem var ar\u012b&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/claude.site\/artifacts\/dc264551-53da-4a24-8d50-af5298c58a52\" target=\"_blank\">dal\u012bties<\/a>.<\/li><li>Grafiku veido\u0161an\u0101 Claude.ai izmanto&nbsp;<em>Javascript&nbsp;<\/em>valodu. Lai grafikos veiktu izmai\u0146as, ir j\u0101p\u0101rzin \u0161\u012b programm\u0113\u0161anas valoda, vai ar\u012b j\u0101pa\u013cauj\u0101s uz valodu mode\u013ciem, kuri var veikt izmai\u0146as lietot\u0101ja viet\u0101.<\/li><li>Lietot\u0101js nevar labot atsevi\u0161\u0137as anal\u012bzes da\u013cas. Ja k\u0101da anal\u012bzes sada\u013ca nav apmierino\u0161a, tad j\u0101veido jauna uzvedne, kur\u0101 preciz\u0113 v\u0113lamo rezult\u0101tu.<\/li><\/ul>\n\n\n\n<p id=\"4b3a\"><strong>Ar&nbsp;<em>Analysis tool&nbsp;<\/em>izveidoto datu anal\u012bzi ir iesp\u0113jams iepaz\u012bties&nbsp;<\/strong><a href=\"https:\/\/huggingface.co\/datasets\/Aivis\/Cesis_survey_2021\/blob\/main\/claude_response.ipynb\" rel=\"noreferrer noopener\" target=\"_blank\"><strong>\u0161eit<\/strong><\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Autors: Aivis Brut\u0101ns, datu zin\u0101tnieks, Datu skolas akt\u012bvists \u0160\u012b gada 24.oktobr\u012b uz\u0146\u0113mums&nbsp;Anthropic&nbsp;papildin\u0101ja&nbsp;Claude.ai&nbsp;t\u0113rz\u0113\u0161anas r\u012bku ar datu anal\u012bzes funkciju&nbsp;Analysis tool, kas dod lietot\u0101jam aug\u0161upl\u0101d\u0113t datu failus un veikt \u0161o datu anal\u012bzi. Uz\u0146\u0113mums t\u0101d\u0101 veid\u0101 v\u0113las neatpalik no tirg\u016b labu laiku pieejam\u0101s&nbsp;ChatGPT datu anal\u012bzes&nbsp;funkcijas. \u0160aj\u0101 rakst\u0101 apl\u016bko\u0161u, cik labi \u0161is r\u012bks sp\u0113j analiz\u0113t&nbsp;C\u0113su novada iedz\u012bvot\u0101ju 2021.gada aptaujas rezult\u0101tus&nbsp;\u2014 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":381,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[14,11,15],"tags":[],"_links":{"self":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts\/368"}],"collection":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/comments?post=368"}],"version-history":[{"count":2,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts\/368\/revisions"}],"predecessor-version":[{"id":382,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/posts\/368\/revisions\/382"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/media\/381"}],"wp:attachment":[{"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/media?parent=368"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/categories?post=368"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.datuskola.lv\/index.php\/wp-json\/wp\/v2\/tags?post=368"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}