{"id":33316,"date":"2019-10-31T21:51:56","date_gmt":"2019-10-31T18:51:56","guid":{"rendered":"https:\/\/prohoster.info\/blog\/toolbox-dlya-issledovatelej-vypusk-pervyj-samoorganizatsiya-i-vizualizatsiya-dannyh\/"},"modified":"2019-10-31T21:51:56","modified_gmt":"2019-10-31T18:51:56","slug":"toolbox-dlya-issledovatelej-vypusk-pervyj-samoorganizatsiya-i-vizualizatsiya-dannyh","status":"publish","type":"post","link":"https:\/\/prohoster.info\/hu\/blog\/news\/toolbox-dlya-issledovatelej-vypusk-pervyj-samoorganizatsiya-i-vizualizatsiya-dannyh","title":{"rendered":"Eszk\u00f6zt\u00e1r kutat\u00f3k sz\u00e1m\u00e1ra \u2014 els\u0151 kiad\u00e1s: \u00f6nszervez\u0151d\u00e9s \u00e9s adatok vizualiz\u00e1l\u00e1sa","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Ma ma \u00e1t megnyitjuk \u00faj rovatunkat, amelyben a di\u00e1kok, kutat\u00f3k \u00e9s szakemberek sz\u00e1m\u00e1ra legn\u00e9pszer\u0171bb \u00e9s legel\u00e9rhet\u0151bb szolg\u00e1ltat\u00e1sokr\u00f3l, k\u00f6nyvt\u00e1rakr\u00f3l \u00e9s eszk\u00f6z\u00f6kr\u0151l fogunk besz\u00e9lni.<\/p>\n<p>Az els\u0151 epiz\u00f3dban a hat\u00e9konyabb munk\u00e1t seg\u00edt\u0151 alapvet\u0151 megk\u00f6zel\u00edt\u00e9sekr\u0151l \u00e9s a megfelel\u0151 SaaS szolg\u00e1ltat\u00e1sokr\u00f3l fogunk besz\u00e9lni. Emellett megosztunk n\u00e9h\u00e1ny eszk\u00f6zt az adatok vizualiz\u00e1ci\u00f3j\u00e1hoz.<\/p>\n<p><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/spbifmo\/blog\/451126\/\"><img decoding=\"async\" alt=\"Eszk\u00f6zt\u00e1r kutat\u00f3k sz\u00e1m\u00e1ra \u2014 els\u0151 kiad\u00e1s: \u00f6nszervez\u0151d\u00e9s \u00e9s adatok vizualiz\u00e1l\u00e1sa\" src=\"\/wp-content\/uploads\/2019\/05\/ad8c261043c560cfe0d1ba9f8768e8d5.jpeg\" style=\"display:block;margin: 0 auto;\" \/><\/a><\/noindex><noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><br \/>\n<i>Chris Liverani \/ <noindex><a rel=\"nofollow\" href=\"https:\/\/unsplash.com\/photos\/dBI_My696Rk\">Unsplash<\/a><\/noindex><\/i><\/p>\n<p><b>Pomodoro m\u00f3dszer<\/b>. Ez egy id\u0151gazd\u00e1lkod\u00e1si technika. C\u00e9lja, hogy m\u0171k\u00f6d\u00e9s\u00e9t produkt\u00edvabb\u00e1 \u00e9s \u00e9lvezetesebb\u00e9 tegye a munkaterhel\u00e9s szempontj\u00e1b\u00f3l. A nyolcvanas \u00e9vek v\u00e9g\u00e9n Francesco Cirillo fogalmazta meg. Az\u00f3ta t\u00f6bb \u00e9vtizede tan\u00e1csad\u00e1ssal foglalkozik c\u00e9geknek, \u00e9s seg\u00edt az embereknek hat\u00e9konyabban dolgozni. A technika l\u00e9nyege a k\u00f6vetkez\u0151: egy adott feladat elv\u00e9gz\u00e9s\u00e9re r\u00f6gz\u00edtett id\u0151tartamokat osztanak ki, amelyek r\u00f6vid sz\u00fcnetekkel v\u00e1ltakoznak. P\u00e9ld\u00e1ul 25 perc munka \u00e9s 5 perc pihen\u0151. Ezt t\u00f6bbsz\u00f6r ism\u00e9telj\u00fck, vagy \u201eparadicsomot\u201d a kit\u0171z\u00f6tt feladat teljes\u00edt\u00e9s\u00e9ig (fontos, hogy n\u00e9gy ilyen ciklus ut\u00e1n hosszabb, 15-30 perces sz\u00fcnetet tartsunk). <\/p>\n<p>Ez a megk\u00f6zel\u00edt\u00e9s lehet\u0151v\u00e9 teszi a maxim\u00e1lis koncentr\u00e1ci\u00f3 el\u00e9r\u00e9s\u00e9t, \u00e9s hogy ne feledkezz\u00fcnk meg a sz\u00fcks\u00e9ges sz\u00fcnetekr\u0151l. Term\u00e9szetesen ehhez a viszonylag egyszer\u0171 id\u0151gazd\u00e1lkod\u00e1si m\u00f3dszerhez rengeteg alkalmaz\u00e1s l\u00e9tezik. N\u00e9h\u00e1ny \u00e9rdekes v\u00e1ltozatot v\u00e1logattunk \u00f6ssze:<\/p>\n<ul>\n<li>Pomodoro Timer Lite (<noindex>Google Play<\/noindex>) \u2014 egy felesleges funkci\u00f3kt\u00f3l \u00e9s rekl\u00e1mokt\u00f3l mentes id\u0151z\u00edt\u0151.<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li>Clockwork Tomato (<noindex><a rel=\"nofollow\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=net.phlam.android.clockworktomato\">Google Play<\/a><\/noindex>) \u2014 egy \u201eneh\u00e9zkesebb\u201d v\u00e1ltozat testreszabhat\u00f3 fel\u00fclettel, munka\u00e9rt\u00e9kel\u00e9si lehet\u0151s\u00e9gekkel \u00e9s feladatlist\u00e1k szinkroniz\u00e1l\u00e1s\u00e1val Dropbox-szal (r\u00e9szben fizet\u0151s).<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li>Productivity Challenge Timer (<noindex><a rel=\"nofollow\" href=\"https:\/\/play.google.com\/store\/apps\/details?id=com.wlxd.pomochallenge\">Google Play<\/a><\/noindex>) \u2014 egy szigor\u00fa alkalmaz\u00e1s, amely versenyezhet \u00f6nmag\u00e1val a produktivit\u00e1s ter\u00e9n (r\u00e9szben fizet\u0151s).<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li>Pomotodo (<noindex><a rel=\"nofollow\" href=\"https:\/\/pomotodo.com\/\">t\u00f6bb platformon<\/a><\/noindex>) \u2014 itt van egy megval\u00f3s\u00edtott feladatlista \u00e9s paradicsom-timer. Emellett adatszinkroniz\u00e1l\u00e1s k\u00fcl\u00f6nb\u00f6z\u0151 eszk\u00f6z\u00f6k k\u00f6z\u00f6tt (Mac, iOS, Android, Windows, van Chrome kiterjeszt\u00e9s). R\u00e9szben fizet\u0151s.<\/li>\n<\/ul>\n<p>\n<b>GTD<\/b>Ez egy megk\u00f6zel\u00edt\u00e9s, amelyet David Allen javasolt. Az azonos nev\u0171 k\u00f6nyve 2001-b\u0151l elnyerte a 'legjobb \u00fczleti k\u00f6nyv a \u00e9vtizedben' c\u00edmet a Time magazin szerint, \u00e9s pozit\u00edv visszajelz\u00e9seket kapott sz\u00e1mos kiad\u00f3t\u00f3l \u00e9s t\u00edzezernyi olvas\u00f3t\u00f3l. A f\u0151 \u00f6tlet az, hogy minden tervezett feladatot 'k\u00fcls\u0151 t\u00e1rol\u00f3ra' kell \u00e1tvinni, hogy megszabaduljunk att\u00f3l, hogy mindent meg kellene jegyezni. A teend\u0151list\u00e1kat \u00e9rdemes csoportos\u00edtani: a v\u00e9grehajt\u00e1s helye szerint \u2014 otthon \/ iroda; s\u00fcrg\u0151ss\u00e9g szerint \u2014 most \/ egy h\u00e9t m\u00falva; \u00e9s projektek szerint. A GTD gyors tanulm\u00e1nyoz\u00e1s\u00e1hoz van <noindex><a rel=\"nofollow\" href=\"https:\/\/hamberg.no\/gtd\/\">egy j\u00f3 oktat\u00f3anyag<\/a><\/noindex>.<\/p>\n<p>A 'Pomodoro' m\u00f3dszerhez hasonl\u00f3an a GTD technika alap\u00e9rtelmezetten nem ig\u00e9nyel speci\u00e1lis eszk\u00f6z\u00f6ket. S\u0151t, t\u00e1volr\u00f3l sem minden alkalmaz\u00e1sfejleszt\u0151 hajland\u00f3 fizetni a jog\u00e9rt, hogy term\u00e9k\u00e9t e m\u00f3dszertannal t\u00e1rs\u00edthassa. Ez\u00e9rt itt \u00e9rdemes azokat a teend\u0151kezel\u0151ket figyelembe venni, amelyek a legk\u00e9nyelmesebbnek \u00e9s legmegfelel\u0151bbnek t\u0171nnek a feladatok megold\u00e1s\u00e1hoz. \u00cdme n\u00e9h\u00e1ny a legn\u00e9pszer\u0171bb alkalmaz\u00e1sok k\u00f6z\u00fcl: <noindex><a rel=\"nofollow\" href=\"https:\/\/todoist.com\/\">Todoist<\/a><\/noindex>, <noindex><a rel=\"nofollow\" href=\"https:\/\/www.any.do\/\">Any.do<\/a><\/noindex> \u00e9s <noindex><a rel=\"nofollow\" href=\"https:\/\/www.taskade.com\/\">Taskade<\/a><\/noindex> (mindegyik\u00fck ingyenes verzi\u00f3t \u00e9s fizet\u0151s kieg\u00e9sz\u00edt\u0151 funkci\u00f3kat k\u00edn\u00e1l.)<\/p>\n<p><b>Gondolat-t\u00e9rk\u00e9pez\u00e9s<\/b>. K\u00fcl\u00f6nb\u00f6z\u0151 form\u00e1kban tal\u00e1lhat\u00f3ak nyomok a grafikus inform\u00e1ci\u00f3kategoriz\u00e1l\u00e1si m\u00f3dszer haszn\u00e1lat\u00e1r\u00f3l m\u00e1r a <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%94%D0%B8%D0%B0%D0%B3%D1%80%D0%B0%D0%BC%D0%BC%D0%B0_%D1%81%D0%B2%D1%8F%D0%B7%D0%B5%D0%B9\">3. sz\u00e1zadban.<\/a><\/noindex>. A modern 'gondolat-t\u00e9rk\u00e9pek' fel\u00e9p\u00edt\u00e9s\u00e9re vonatkoz\u00f3 megk\u00f6zel\u00edt\u00e9seket az 1950-es \u00e9vek v\u00e9g\u00e9n \u00e9s az 1960-as \u00e9vek elej\u00e9n \u00edrt\u00e1k le. A gondolat-t\u00e9rk\u00e9pez\u0151 programok gyors \u00f6tlet- \u00e9s egyszer\u0171 koncepci\u00f3k le\u00edr\u00e1s\u00e1ra alkalmasak. \u00cdme n\u00e9h\u00e1ny p\u00e9lda:<\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"http:\/\/my-mind.github.io\/\">My Mind<\/a><\/noindex> \u2014 egy online gondolat-t\u00e9rk\u00e9pez\u0151 szolg\u00e1ltat\u00e1s (a felhaszn\u00e1l\u00f3knak k\u00fcl\u00f6nb\u00f6z\u0151 sablonok, p\u00e9ld\u00e1ul grafikonok vagy f\u00e1k, valamint k\u00fcl\u00f6nb\u00f6z\u0151 form\u00e1k \u00e9s sz\u00ednek \u00e1llnak rendelkez\u00e9sre, a t\u00e9rk\u00e9peket <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/ondras\/my-mind\/wiki\/Creating-map-images\">lehet\u0151v\u00e9 teszi<\/a><\/noindex> k\u00e9pf\u00e1jlokk\u00e1 lehet menteni).<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/www.mindmup.com\/\">MindMup<\/a><\/noindex> \u2014 SaaS a csapatmunk\u00e1hoz gondolat-t\u00e9rk\u00e9pek k\u00e9sz\u00edt\u00e9s\u00e9hez. Lehet\u0151v\u00e9 teszi k\u00e9pek, vide\u00f3k \u00e9s sz\u00f6veges dokumentumok hozz\u00e1ad\u00e1s\u00e1t a t\u00e9rk\u00e9pekhez. A ingyenes v\u00e1ltozatban ak\u00e1r 100 Kbyte t\u00e9rk\u00e9pek t\u00e1rolhat\u00f3k (a nagyobbak eset\u00e9ben integr\u00e1ci\u00f3 van a Google Drive-dal), \u00e9s csak f\u00e9l \u00e9vig.<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/gojs.net\/latest\/samples\/mindMap.html\">GoJS mindMap<\/a><\/noindex> \u2014 p\u00e9lda egy GoJS, JavaScript k\u00f6nyvt\u00e1r haszn\u00e1lat\u00e1ra diagramok \u00e9s s\u00e9m\u00e1k k\u00e9sz\u00edt\u00e9s\u00e9hez. P\u00e9lda megval\u00f3s\u00edt\u00e1sra: <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/NorthwoodsSoftware\/GoJS\/blob\/master\/samples\/mindMap.html\">a GitHub-on<\/a><\/noindex>.<\/li>\n<\/ul>\n<p>\n<img decoding=\"async\" alt=\"Eszk\u00f6zt\u00e1r kutat\u00f3k sz\u00e1m\u00e1ra \u2014 els\u0151 kiad\u00e1s: \u00f6nszervez\u0151d\u00e9s \u00e9s adatok vizualiz\u00e1l\u00e1sa\" src=\"\/wp-content\/uploads\/2019\/05\/6a059f8a212a1aaaf1e291f48f7e51ed.jpeg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Franki Chamaki \/ <noindex><a rel=\"nofollow\" href=\"https:\/\/unsplash.com\/photos\/1K6IQsQbizI\">Unsplash<\/a><\/noindex><\/i><\/p>\n<p><b>Adatok vizualiz\u00e1l\u00e1sa<\/b>. Folytatva a t\u00e9m\u00e1t, \u00e1tmegy\u00fcnk az \u00f6tletek \u00e9s koncepci\u00f3k vizualiz\u00e1l\u00e1s\u00e1ra szolg\u00e1l\u00f3 szolg\u00e1ltat\u00e1sokt\u00f3l a bonyolultabb feladatok ir\u00e1ny\u00e1ba: diagramok, f\u00fcggv\u00e9nyek grafikonjainak \u00e9s egy\u00e9b dolgok fel\u00e9p\u00edt\u00e9se. \u00cdme n\u00e9h\u00e1ny eszk\u00f6z, amelyek hasznosak lehetnek: <\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"http:\/\/philogb.github.io\/jit\/index.html\">JavaScript InfoVis Toolkit<\/a><\/noindex> \u2014 eszk\u00f6zk\u00e9szlet interakt\u00edv form\u00e1tum\u00fa vizualiz\u00e1ci\u00f3k k\u00e9sz\u00edt\u00e9s\u00e9hez. Lehet\u0151v\u00e9 teszi gr\u00e1fok, f\u00e1k, diagramok \u00e9s anim\u00e1ci\u00f3s elemekkel ell\u00e1tott grafik\u00e1k l\u00e9trehoz\u00e1s\u00e1t. P\u00e9ld\u00e1k el\u00e9rhet\u0151k <noindex><a rel=\"nofollow\" href=\"http:\/\/philogb.github.io\/jit\/demos.html\">itt<\/a><\/noindex>. A projekt szerz\u0151je, kor\u00e1bbi Uber-alkalmazott \u00e9s a Mapbox munkat\u00e1rsa (500 milli\u00f3s felhaszn\u00e1l\u00f3i b\u00e1zis\u00fa projekt), r\u00e9szletesen foglalkozik <noindex><a rel=\"nofollow\" href=\"http:\/\/philogb.github.io\/jit\/static\/v20\/Docs\/files\/Visualizations\/AreaChart-js.html\">a dokument\u00e1ci\u00f3val<\/a><\/noindex> ezen eszk\u00f6z haszn\u00e1lat\u00e1val.<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"http:\/\/graph.tk\/\">Graph.tk<\/a><\/noindex> \u2014 ny\u00edlt eszk\u00f6z matematikai funkci\u00f3k kezel\u00e9s\u00e9re \u00e9s szimbolikus sz\u00e1m\u00edt\u00e1sok v\u00e9grehajt\u00e1s\u00e1ra a b\u00f6ng\u00e9sz\u0151ben (tov\u00e1bb\u00e1 el\u00e9rhet\u0151 <noindex><a rel=\"nofollow\" href=\"http:\/\/graph.tk\/about\/api.html\">API<\/a><\/noindex>).<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/d3js.org\/\">D3.js<\/a><\/noindex> \u2014 JavaScript k\u00f6nyvt\u00e1r a diagramok vizualiz\u00e1l\u00e1s\u00e1hoz objektumorient\u00e1lt <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/Document_Object_Model\">DOM-modellekben<\/a><\/noindex> HTML-t\u00e1bl\u00e1zatok, interakt\u00edv SVG-diagramok \u00e9s egy\u00e9b form\u00e1tumokban. A GitHub-on tal\u00e1lhat\u00f3 egy alapvet\u0151 <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/d3\/d3\">\u00fatmutat\u00f3<\/a><\/noindex> \u00e9s <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/d3\/d3\/wiki\/Tutorials\">oktat\u00e1si anyagok list\u00e1ja<\/a><\/noindex> az alapvet\u0151 \u00e9s halad\u00f3 k\u00f6nyvt\u00e1ri funkci\u00f3k elsaj\u00e1t\u00edt\u00e1s\u00e1hoz.<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"http:\/\/www.texample.net\/tikz\/\">TeXample.net<\/a><\/noindex> \u2014 t\u00e1mogatja a sz\u00e1m\u00edt\u00f3g\u00e9pes t\u00f6rdel\u00e9si rendszert <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/TeX\">TeX<\/a><\/noindex>. Platformf\u00fcggetlen alkalmaz\u00e1s <noindex><a rel=\"nofollow\" href=\"https:\/\/sourceforge.net\/projects\/tikzit\/\">TikZiT<\/a><\/noindex> lehet\u0151v\u00e9 teszi a TeX-diagramok l\u00e9trehoz\u00e1s\u00e1t \u00e9s szerkeszt\u00e9s\u00e9t PGF \u00e9s TikZ makr\u00f3csomagok seg\u00edts\u00e9g\u00e9vel. <noindex><a rel=\"nofollow\" href=\"http:\/\/www.texample.net\/tikz\/examples\/\">P\u00e9ld\u00e1k<\/a><\/noindex> k\u00e9sz diagramok \u00e9s gr\u00e1fok \u00e9s <noindex><a rel=\"nofollow\" href=\"https:\/\/latex.org\/forum\/\">f\u00f3rum<\/a><\/noindex> projekt.<\/li>\n<\/ul>\n<p><\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"http:\/\/shiny.chemgrid.org\/boxplotr\/\">BoxPlotR<\/a><\/noindex> \u2014 seg\u00edt <noindex><a rel=\"nofollow\" href=\"https:\/\/ru.wikipedia.org\/wiki\/%D0%AF%D1%89%D0%B8%D0%BA_%D1%81_%D1%83%D1%81%D0%B0%D0%BC%D0%B8\">boxplot diagramok k\u00e9sz\u00edt\u00e9s\u00e9ben.<\/a><\/noindex>A BoxPlotR virtu\u00e1lis g\u00e9pr\u0151l, b\u00f6ng\u00e9sz\u0151b\u0151l \u00e9s R konzolr\u00f3l ind\u00edthat\u00f3. <noindex><a rel=\"nofollow\" href=\"https:\/\/github.com\/VizWizard\/BoxPlotR.shiny\/blob\/master\/README.md\">GitHub<\/a><\/noindex> projekt.<\/li>\n<\/ul>\n<p>\n<b>P.S.<\/b> Els\u0151 sz\u00e1munkban a toolbox-r\u00f3l elegend\u0151 alapvet\u0151 eszk\u00f6zt v\u00e1lasztottunk, hogy lehet\u0151s\u00e9get adjunk mindenkinek, aki szeretne k\u00f6nnyen elm\u00e9lyedni a t\u00e9m\u00e1ban. A k\u00f6vetkez\u0151 sz\u00e1mokban m\u00e1s t\u00e9m\u00e1kat fogunk k\u00f6r\u00fclj\u00e1rni: besz\u00e1molunk az adatb\u00e1zisok kezel\u00e9s\u00e9r\u0151l, sz\u00f6vegszerkeszt\u0151kr\u0151l \u00e9s forr\u00e1skezel\u0151 eszk\u00f6z\u00f6kr\u0151l.<\/p>\n<p>\n<b>F\u00e9nyk\u00e9pes t\u00far\u00e1k az ITMO Egyetem laborat\u00f3riumaiban:<\/b><\/p>\n<ul>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/spbifmo\/blog\/450552\/\">A \u00abJ\u00f6v\u0151beli nanomateri\u00e1lok \u00e9s optoelektronikai eszk\u00f6z\u00f6k\u00bb laborat\u00f3rium\u00e1t mutatjuk be<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/spbifmo\/blog\/449778\/\">Mit csin\u00e1l a kvantumanyagokat kutat\u00f3 laborat\u00f3rium az ITMO Egyetemen<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/en\/company\/spbifmo\/blog\/441458\/\">Mechaniz\u00e1lt karok \u00e9s manipul\u00e1torok \u2014 mivel foglalkozik a robotika laborat\u00f3rium<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/spbifmo\/blog\/435250\/\">L\u00e1togat\u00e1s a kiberfizikai rendszerek laborat\u00f3rium\u00e1ban<\/a><\/noindex><\/li>\n<li><noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/en\/company\/spbifmo\/blog\/434976\/\">ITMO Egyetem FabLab: DIY coworking kreat\u00edv embereknek \u2014 megmutatjuk, mi van bel\u00fcl<\/a><\/noindex><\/li>\n<\/ul>\n<p>Forr\u00e1s: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/spbifmo\/blog\/451126\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043c\u044b \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u043c \u043d\u043e\u0432\u0443\u044e \u0440\u0443\u0431\u0440\u0438\u043a\u0443, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0431\u0443\u0434\u0435\u043c \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0442\u044c \u043e \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0438 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0445 \u0441\u0435\u0440\u0432\u0438\u0441\u0430\u0445, \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430\u0445 \u0438 \u0443\u0442\u0438\u043b\u0438\u0442\u0430\u0445 \u0434\u043b\u044f \u0441\u0442\u0443\u0434\u0435\u043d\u0442\u043e\u0432, \u0443\u0447\u0435\u043d\u044b\u0445 \u0438 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432. \u0412 \u043f\u0435\u0440\u0432\u043e\u043c \u0432\u044b\u043f\u0443\u0441\u043a\u0435 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e \u0431\u0430\u0437\u043e\u0432\u044b\u0445 \u043f\u043e\u0434\u0445\u043e\u0434\u0430\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u043c\u043e\u0433\u0443\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0435\u0435, \u0438 \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 SaaS-\u0441\u0435\u0440\u0432\u0438\u0441\u0430\u0445. \u0415\u0449\u0435 \u2014 \u043f\u043e\u0434\u0435\u043b\u0438\u043c\u0441\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430\u043c\u0438 \u0434\u043b\u044f \u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0434\u0430\u043d\u043d\u044b\u0445. Chris Liverani \/ Unsplash \u041c\u0435\u0442\u043e\u0434 \u00ab\u041f\u043e\u043c\u0438\u0434\u043e\u0440\u0430\u00bb. \u042d\u0442\u043e \u2014 \u0442\u0435\u0445\u043d\u0438\u043a\u0430 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0432\u0440\u0435\u043c\u0435\u043d\u0435\u043c. [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":25046,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-33316","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0421\u0435\u0433\u043e\u0434\u043d\u044f \u043c\u044b \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u043c \u043d\u043e\u0432\u0443\u044e \u0440\u0443\u0431\u0440\u0438\u043a\u0443, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0431\u0443\u0434\u0435\u043c \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0442\u044c \u043e \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0438 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