{"id":1817,"date":"2026-09-07T00:20:26","date_gmt":"2026-09-06T21:20:26","guid":{"rendered":"https:\/\/valeaariesului.ro\/alpinhub\/?p=1817"},"modified":"2026-09-07T01:23:41","modified_gmt":"2026-09-06T22:23:41","slug":"cand-datele-incep-sa-spuna-o-poveste","status":"publish","type":"post","link":"https:\/\/valeaariesului.ro\/alpinhub\/cand-datele-incep-sa-spuna-o-poveste\/","title":{"rendered":"C\u00e2nd datele \u00eencep s\u0103 spun\u0103 o poveste"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">C\u00e2nd am \u00eenceput s\u0103 lucrez cu Power BI, m\u0103 g\u00e2ndeam mai ales la ce a\u0219 putea face cu datele pe care le aveam. Cum s\u0103 le aduc \u00eentr-un singur loc, cum s\u0103 le compar, cum s\u0103 v\u0103d lucruri care nu erau at\u00e2t de evidente \u00een tabelele obi\u0219nuite.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Destul de repede am descoperit \u00eens\u0103 c\u0103 exist\u0103 un pas \u00eenainte de toate acestea: s\u0103 \u00een\u021beleg ce sunt, de fapt, datele cu care lucrez.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pare simplu. Ai un tabel, ai ni\u0219te coloane, ai ni\u0219te r\u00e2nduri \u0219i, la prima vedere, lucrurile sunt clare. Numai c\u0103 un tabel care este u\u0219or de citit pentru un om nu este neap\u0103rat \u0219i un tabel bun pentru analiz\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 AlpinHub \/ StatsHunters: fragment anonimizat dintr-un export de activit\u0103\u021bi, \u00eenainte de transformare. Accent pe diferen\u021ba dintre o surs\u0103 care \u201earat\u0103 bine\u201d la prima vedere \u0219i informa\u021bia care trebuie preg\u0103tit\u0103 pentru modelare.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aici am \u00eenceput s\u0103 observ una dintre diferen\u021bele importante dintre lucrul cu datele \u0219i simpla lor afi\u0219are. Pentru mine, un r\u00e2nd putea s\u0103 \u00eensemne o activitate, o factur\u0103, o observa\u021bie din natur\u0103, un articol, o cheltuial\u0103 sau o loca\u021bie. Forma tabelului putea fi asem\u0103n\u0103toare, dar sensul era complet diferit.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0218i tocmai sensul acesta a \u00eenceput s\u0103 conteze tot mai mult.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00cen AlpinHub, de exemplu, un r\u00e2nd din datele de activit\u0103\u021bi trebuia s\u0103 reprezinte o activitate. Nu doar o \u00eenregistrare importat\u0103 dintr-un fi\u0219ier, ci o entitate pe care s\u0103 o pot corela cu o dat\u0103, un tip de activitate, un dispozitiv, o distan\u021b\u0103, o diferen\u021b\u0103 de nivel sau, mai t\u00e2rziu, cu o loca\u021bie.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 AlpinHub: schi\u021b\u0103 simplificat\u0103 a unei activit\u0103\u021bi \u0219i a informa\u021biilor care \u00eei dau context: dat\u0103, tip, distan\u021b\u0103, eleva\u021bie, dispozitiv, loca\u021bie.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Asta m-a f\u0103cut s\u0103 privesc altfel \u0219i sursele. Fi\u0219ierul primit de la un serviciu extern nu era modelul meu de date. Era doar sursa din care trebuia s\u0103 construiesc ceva potrivit pentru ceea ce voiam s\u0103 analizez.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Experien\u021ba cu exporturile StatsHunters a fost foarte bun\u0103 pentru a \u00een\u021belege acest lucru. Datele veneau \u00eentr-o form\u0103 care era suficient\u0103 pentru sursa respectiv\u0103, dar nu neap\u0103rat \u00een forma \u00een care aveam nevoie de ele \u00een AlpinHub. A trebuit s\u0103 cur\u0103\u021b, s\u0103 transform, s\u0103 standardizez \u0219i s\u0103 stabilesc ce \u00eenseamn\u0103 fiecare informa\u021bie \u00eenainte s\u0103 ajung la analiza propriu-zis\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 AlpinHub \/ StatsHunters: exemplu de flux simplificat \u201esurs\u0103 \u2192 transformare \u2192 model \u2192 analiz\u0103\u201d, cu accent pe faptul c\u0103 sursa \u0219i modelul nu sunt acela\u0219i lucru.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Din aceast\u0103 experien\u021b\u0103 a ap\u0103rut treptat \u0219i ideea de SSA, Structura Standard a Activit\u0103\u021bii. Nu a fost o idee ap\u0103rut\u0103 dintr-o dat\u0103 \u0219i nici o schem\u0103 desenat\u0103 \u00eenainte s\u0103 \u00eencep proiectul. A ap\u0103rut pentru c\u0103, lucr\u00e2nd cu datele, am \u00eenceput s\u0103 m\u0103 lovesc de acelea\u0219i \u00eentreb\u0103ri: ce reprezint\u0103 o activitate, ce informa\u021bii sunt esen\u021biale, ce informa\u021bii \u021bin de context \u0219i cum pot p\u0103stra o structur\u0103 care s\u0103 nu depind\u0103 de o singur\u0103 surs\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 AlpinHub \/ SSA: reprezentare simplificat\u0103 a structurii standard a unei activit\u0103\u021bi, cu c\u00e2teva c\u00e2mpuri esen\u021biale \u0219i separarea dintre informa\u021bia de baz\u0103 \u0219i informa\u021bia de context.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Apoi am \u00eent\u00e2lnit o alt\u0103 situa\u021bie, \u00eentr-un proiect complet diferit.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00cen datele administrative ale Potaissa, lucrurile nu mai sem\u0103nau deloc cu activit\u0103\u021bile outdoor. Aveam facturi \u0219i cheltuieli, furnizori, sume \u0219i proiecte. Dar am descoperit aceea\u0219i problem\u0103: datele existente nu spuneau \u00eentotdeauna singure toat\u0103 povestea.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">O factur\u0103 putea fi identificat\u0103 foarte clar, \u00eens\u0103 categoria, subcategoria sau proiectul c\u0103ruia \u00eei apar\u021binea nu rezultau \u00eentotdeauna \u00een mod sigur din informa\u021bia brut\u0103. Acolo am \u00eenv\u0103\u021bat c\u0103 automatizarea nu este \u00eentotdeauna solu\u021bia cea mai bun\u0103. Unele lucruri sunt repetitive \u0219i pot fi automatizate f\u0103r\u0103 probleme. Altele au nevoie de context \u0219i de o decizie uman\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 Potaissa: fragment anonimizat de tabel cu facturi\/cheltuieli, \u00een care informa\u021bia brut\u0103 este separat\u0103 vizual de Categoria, Subcategoria \u0219i Proiectul atribuite ulterior.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Este o diferen\u021b\u0103 care mi se pare important\u0103. Un model bun nu \u00eenseamn\u0103 neap\u0103rat c\u0103 trebuie s\u0103 automatizezi tot ce se poate automatiza. Uneori un c\u00e2mp completat manual, dup\u0103 o regul\u0103 clar\u0103, este mai valoros dec\u00e2t o clasificare automat\u0103 care pare elegant\u0103, dar poate gre\u0219i tocmai acolo unde contextul conteaz\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pe m\u0103sur\u0103 ce am lucrat \u0219i cu alte tipuri de date, am \u00eenceput s\u0103 observ c\u0103 acelea\u0219i principii se repet\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00cen iNaturalist, de exemplu, o observa\u021bie nu \u00eenseamn\u0103 doar o specie \u0219i o fotografie. \u00cencep s\u0103 conteze data, loca\u021bia \u0219i taxonomia. O observa\u021bie cap\u0103t\u0103 alt sens atunci c\u00e2nd o po\u021bi privi \u00een timp \u0219i \u00een spa\u021biu sau c\u00e2nd o po\u021bi raporta la structura biologic\u0103 din care face parte.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 iNaturalist: o observa\u021bie real\u0103 sau reconstruit\u0103 vizual, \u00een care sunt eviden\u021biate separat fotografia\/specia, data, loca\u021bia \u0219i elementele de taxonomie.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u00cen proiectele legate de Valea Arie\u0219ului, loca\u021bia \u0219i contextul geografic au \u00eenceput s\u0103 aib\u0103 un rol mult mai important. Nu mai era suficient s\u0103 \u0219tiu c\u0103 exist\u0103 o informa\u021bie. Trebuia s\u0103 \u0219tiu unde se afl\u0103, c\u0103rei zone \u00eei apar\u021bine \u0219i \u00een ce context poate fi folosit\u0103.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 Valea Arie\u0219ului: hart\u0103 simplificat\u0103 sau fragment de structur\u0103 geografic\u0103 \u00een care o informa\u021bie este legat\u0103 de localitate, zon\u0103 sau microregiune.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Iar \u00een AlpinHub Catalog am ajuns la o alt\u0103 categorie de date: pagini, URL-uri, structuri de site \u0219i categorii. Din nou, alt domeniu, alt\u0103 surs\u0103, alt\u0103 form\u0103 de tabel. Dar aceea\u0219i \u00eentrebare \u00een spate: ce reprezint\u0103 fiecare \u00eenregistrare \u0219i cum se leag\u0103 informa\u021biile \u00eentre ele?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 AlpinHub Catalog: fragment anonimizat din catalogul URL-urilor WordPress, cu pagini, URL-uri \u0219i categorii, suger\u00e2nd rela\u021bia dintre con\u021binut \u0219i structura site-ului.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Aici am \u00eenceput s\u0103 \u00een\u021beleg mai bine c\u0103 modelarea datelor nu este doar despre Power BI. Power BI este locul \u00een care modelul ajunge s\u0103 fie folosit, dar modelul \u00eencepe mult mai devreme, atunci c\u00e2nd \u00eencerc s\u0103 stabilesc ce reprezint\u0103 datele, care sunt entit\u0103\u021bile importante, ce rela\u021bii exist\u0103 \u00eentre ele \u0219i ce informa\u021bii trebuie p\u0103strate.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0218i mai exist\u0103 ceva ce am \u00eenv\u0103\u021bat pe parcurs: un raport poate s\u0103 arate foarte bine \u0219i totu\u0219i datele din spatele lui s\u0103 fie gre\u0219ite.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Am \u00eent\u00e2lnit situa\u021bii cu dispozitive necunoscute, loca\u021bii neatribuite, duplicate sau clasific\u0103ri care trebuiau verificate. Uneori problema nu era vizibil\u0103 \u00een graficele finale. Trebuia s\u0103 cobor din nou \u00een date \u0219i s\u0103 verific ce se \u00eent\u00e2mpl\u0103 acolo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 AlpinHub \/ Data Quality: exemplu simplificat \u0219i anonimizat cu \u201eUnknown Device\u201d, \u201eUnassigned Location\u201d sau duplicate, pentru a sugera diferen\u021ba dintre un raport care arat\u0103 bine \u0219i date care sunt efectiv curate.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">De aici a ap\u0103rut \u0219i ideea c\u0103 partea de Data Quality nu este o etap\u0103 nepl\u0103cut\u0103 pe care o faci doar c\u00e2nd ceva nu func\u021bioneaz\u0103. Este o parte normal\u0103 a proiectului.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cu timpul, toate aceste experien\u021be au \u00eenceput s\u0103 se lege \u00eentre ele. Activit\u0103\u021bile din AlpinHub, cheltuielile din Potaissa, observa\u021biile din iNaturalist, informa\u021biile geografice din Valea Arie\u0219ului sau structura unui catalog web sunt foarte diferite ca domeniu, dar m-au f\u0103cut s\u0103 m\u0103 uit la date \u00eentr-un mod asem\u0103n\u0103tor.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Am \u00eenceput s\u0103 caut entit\u0103\u021bi, rela\u021bii, clasific\u0103ri, timp, spa\u021biu \u0219i reguli. Am \u00eenceput s\u0103 m\u0103 \u00eentreb ce trebuie s\u0103 r\u0103m\u00e2n\u0103 \u00een surs\u0103, ce trebuie transformat \u0219i ce trebuie construit \u00een model. \u0218i, poate cel mai important, am \u00eenceput s\u0103 m\u0103 g\u00e2ndesc la reutilizare: dac\u0103 m\u00e2ine apare o alt\u0103 surs\u0103, c\u00e2t de mult din modelul construit ast\u0103zi poate r\u0103m\u00e2ne neschimbat?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">[IMAGINE \u2013 AlpinHub: diagram\u0103 conceptual\u0103 simpl\u0103 care arat\u0103 mai multe surse diferite aliment\u00e2nd aceea\u0219i structur\u0103 de date, f\u0103r\u0103 a sugera c\u0103 toate sursele trebuie s\u0103 aib\u0103 aceea\u0219i form\u0103.]<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Cred c\u0103 aici s-a produs schimbarea cea mai important\u0103 \u00een felul \u00een care privesc Power BI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La \u00eenceput \u00eel vedeam mai ales ca pe un instrument \u00een care pot aduce date \u0219i construi rapoarte. Acum \u00eel v\u0103d mai degrab\u0103 ca pe una dintre etapele unui proces mai lung. \u00cenainte de grafice exist\u0103 sursa. \u00centre surs\u0103 \u0219i raport exist\u0103 transformarea \u0219i modelul. Iar \u00eentre model \u0219i ceea ce v\u0103d pe ecran exist\u0103 toate acele decizii, unele tehnice, altele de logic\u0103 \u0219i uneori chiar de bun-sim\u021b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Datele nu vin cu povestea gata scris\u0103. Trebuie mai \u00eent\u00e2i s\u0103 \u00een\u021belegi ce spun fiecare dintre ele, cum se leag\u0103 \u00eentre ele \u0219i ce po\u021bi avea \u00eencredere s\u0103 \u00eentrebi.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Abia atunci \u00eencepe s\u0103 apar\u0103 povestea pe care o po\u021bi spune cu ele.<\/p>\n\n\n<div class='pt-cv-wrapper'> <h3 class=\"pt-cv-heading-container heading1\" data-blockid=\"xbls248v\"><span class=\"pt-cv-heading\"> Vezi articole similare <\/span><\/h3><div class=\"pt-cv-view pt-cv-blockgrid iscvblock iscvreal grid1 layout2\" id=\"pt-cv-view-xbls248v\"><div data-id=\"pt-cv-page-1\" class=\"pt-cv-page\" data-cvc=\"3\"><div class=\" pt-cv-content-item pt-cv-1-col\" ><div class=\"pt-cv-thumb-wrapper  \"><a href=\"https:\/\/valeaariesului.ro\/alpinhub\/automat-sau-manual\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/valeaariesului.ro\/alpinhub\/wp-content\/uploads\/2026\/09\/thumb_automat_manual-power-bi-16x9-1280x720-1-768x432.webp\" class=\"pt-cv-thumbnail\" alt=\"\" \/><\/a><\/div>\n<div class=\"pt-cv-remain-wrapper\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/valeaariesului.ro\/alpinhub\/automat-sau-manual\/\" class=\"_self\" target=\"_self\" >Automat sau manual?<\/a><\/h4><div class=\"pt-cv-meta-fields\"><span class=\"terms\"> <a href='https:\/\/valeaariesului.ro\/alpinhub\/data\/atelier\/' title='Atelier' class='pt-cv-tax-atelier'>Atelier<\/a>, <a href='https:\/\/valeaariesului.ro\/alpinhub\/tag\/excel\/' title='Excel' class='pt-cv-tax-excel'>Excel<\/a>, <a href='https:\/\/valeaariesului.ro\/alpinhub\/tag\/powerbi\/' title='PowerBI' class='pt-cv-tax-powerbi'>PowerBI<\/a><\/span><\/div><\/div><\/div>\n<div class=\" pt-cv-content-item pt-cv-1-col\" ><div class=\"pt-cv-thumb-wrapper  \"><a href=\"https:\/\/valeaariesului.ro\/alpinhub\/poveste-power-bi\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/valeaariesului.ro\/alpinhub\/wp-content\/uploads\/2026\/09\/thumb_povestea-power-bi-16x9-1280x720-1-768x432.webp\" class=\"pt-cv-thumbnail\" alt=\"\" \/><\/a><\/div>\n<div class=\"pt-cv-remain-wrapper\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/valeaariesului.ro\/alpinhub\/poveste-power-bi\/\" class=\"_self\" target=\"_self\" >Power BI, o poveste \u00eenceput\u0103 din curiozitate<\/a><\/h4><div class=\"pt-cv-meta-fields\"><span class=\"terms\"> <a href='https:\/\/valeaariesului.ro\/alpinhub\/digital\/aplicatii\/' title='Aplicatii' class='pt-cv-tax-aplicatii'>Aplicatii<\/a>, <a href='https:\/\/valeaariesului.ro\/alpinhub\/tag\/powerbi\/' title='PowerBI' class='pt-cv-tax-powerbi'>PowerBI<\/a><\/span><\/div><\/div><\/div>\n<div class=\" pt-cv-content-item pt-cv-1-col\" ><div class=\"pt-cv-thumb-wrapper  \"><a href=\"https:\/\/valeaariesului.ro\/alpinhub\/sursa-nu-este-modelul\/\" class=\"_self pt-cv-href-thumbnail pt-cv-thumb-default\" target=\"_self\" ><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"432\" src=\"https:\/\/valeaariesului.ro\/alpinhub\/wp-content\/uploads\/2026\/09\/thumb_sursa-modelul-power-bi-16x9-1280x720-1-768x432.webp\" class=\"pt-cv-thumbnail\" alt=\"\" \/><\/a><\/div>\n<div class=\"pt-cv-remain-wrapper\"><h4 class=\"pt-cv-title\"><a href=\"https:\/\/valeaariesului.ro\/alpinhub\/sursa-nu-este-modelul\/\" class=\"_self\" target=\"_self\" >Sursa nu este modelul.<\/a><\/h4><div class=\"pt-cv-meta-fields\"><span class=\"terms\"> <a href='https:\/\/valeaariesului.ro\/alpinhub\/data\/atelier\/' title='Atelier' class='pt-cv-tax-atelier'>Atelier<\/a>, <a href='https:\/\/valeaariesului.ro\/alpinhub\/tag\/excel\/' title='Excel' class='pt-cv-tax-excel'>Excel<\/a>, <a href='https:\/\/valeaariesului.ro\/alpinhub\/tag\/powerbi\/' title='PowerBI' class='pt-cv-tax-powerbi'>PowerBI<\/a><\/span><\/div><\/div><\/div><\/div><\/div> <\/div> <style>\n#pt-cv-view-xbls248v {text-align: left}\n#pt-cv-view-xbls248v .pt-cv-content-item { border-radius: 0px 0px 0px 0px; 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Cum s\u0103 le aduc \u00eentr-un singur loc, cum s\u0103 le compar, cum s\u0103 v\u0103d lucruri care nu erau at\u00e2t de evidente \u00een tabelele obi\u0219nuite. 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