{
    "id": 786,
    "date": "2020-10-16T20:57:50",
    "date_gmt": "2020-10-16T18:57:50",
    "guid": {
        "rendered": "https:\/\/www.surveyrock.com\/blog\/?p=786"
    },
    "modified": "2020-10-19T19:34:28",
    "modified_gmt": "2020-10-19T17:34:28",
    "slug": "spss-survey-results-data-export",
    "status": "publish",
    "type": "post",
    "link": "http:\/\/www.surveyrock.com\/blog\/hu\/spss-survey-results-data-export\/",
    "title": {
        "rendered": "SPSS \u00e9s felm\u00e9r\u00e9sek"
    },
    "content": {
        "rendered": "<p>Miut\u00e1n az emberek r\u00e9szt vettek a felm\u00e9r\u00e9sen, szeretn\u00e9 szervezetten \u00e1ttekinteni, hogy mit k\u00fcldtek be, \u00e9s \u00edgy megtehesse a k\u00f6vetkez\u0151 l\u00e9p\u00e9seket.<\/p>\n\n\n\n<p>A SurveyRock sz\u00e1mos eszk\u00f6zt k\u00edn\u00e1l az \u00fcgyfelei \u00e9s \u00fcgyfelei \u00e1ltal v\u00e9gzett felm\u00e9r\u00e9sek eredm\u00e9nyeinek elemz\u00e9s\u00e9hez.  A tov\u00e1bbi fejlett elemz\u00e9shez m\u00e1r r\u00e9g\u00f3ta k\u00edn\u00e1ljuk a v\u00e1laszok Excel- vagy CSV-f\u00e1jlform\u00e1tumban t\u00f6rt\u00e9n\u0151 export\u00e1l\u00e1s\u00e1nak lehet\u0151s\u00e9g\u00e9t.  Most \u00f6r\u00f6mmel t\u00e1j\u00e9koztatjuk, hogy a legt\u00f6bbet export\u00e1lhatja a felm\u00e9r\u00e9s eredm\u00e9nyeinek adatait a <a rel=\"noreferrer noopener\" href=\"https:\/\/www.ibm.com\/products\/spss-statistics\" target=\"_blank\">SPSS<\/a> nat\u00edv f\u00e1jlform\u00e1tum (.sav).<\/p>\n\n\n\n<!--more-->\n\n\n\n<p><\/p>\n\n\n\n<p>Az SPSS egy sz\u00e9les k\u00f6rben haszn\u00e1lt program statisztikai elemz\u00e9sre, amelyet piackutat\u00f3k, eg\u00e9szs\u00e9g\u00fcgyi kutat\u00f3k, felm\u00e9r\u0151 c\u00e9gek, korm\u00e1nyzati, oktat\u00e1si kutat\u00f3k, marketing szervezetek, adatb\u00e1ny\u00e1szok \u00e9s m\u00e1sok is haszn\u00e1lnak.  Az SPSS haszn\u00e1lat\u00e1val:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Elemezze \u00e9s jobban meg\u00e9rtse a felm\u00e9r\u00e9si adatokat, \u00e9s oldjon meg \u00f6sszetett \u00fczleti \u00e9s kutat\u00e1si probl\u00e9m\u00e1kat.<\/li><li>A nagy \u00e9s \u00f6sszetett adathalmazok gyorsabb meg\u00e9rt\u00e9se a fejlett statisztikai elj\u00e1r\u00e1sokkal, amelyek seg\u00edtenek a nagy pontoss\u00e1got \u00e9s a min\u0151s\u00e9gi d\u00f6nt\u00e9shozatalt biztos\u00edtani.<\/li><li>Kiterjeszt\u00e9sek, Python \u00e9s R programoz\u00e1si nyelvi k\u00f3dok haszn\u00e1lata ny\u00edlt forr\u00e1sk\u00f3d\u00fa szoftverekkel val\u00f3 integr\u00e1ci\u00f3hoz.<\/li><\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Export\u00e1l\u00e1si l\u00e9p\u00e9sek a SurveyRockban<\/h2>\n\n\n\n<p>Hogy megmutassam, hogyan export\u00e1lhatja adatait az SPSS-be, most k\u00e9sz\u00edtettem egy egyszer\u0171 kil\u00e9p\u00e9si felm\u00e9r\u00e9st egy banki szoftveralkalmaz\u00e1shoz, \u00e9s elk\u00fcldtem n\u00e9h\u00e1ny v\u00e1laszt. <\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06181744\/image-929x1024.png\" alt=\"P\u00e9lda banki alkalmaz\u00e1s \u00fcgyf\u00e9l\u00e9lm\u00e9ny-felm\u00e9r\u00e9sre\" class=\"wp-image-788\" width=\"405\" height=\"446\" srcset=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06181744\/image-929x1024.png 929w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06181744\/image-272x300.png 272w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06181744\/image-136x150.png 136w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06181744\/image-768x846.png 768w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06181744\/image.png 979w\" sizes=\"auto, (max-width: 405px) 100vw, 405px\" \/><\/figure><\/div>\n\n\n\n<p>Ha k\u00e9szen \u00e1ll a v\u00e1laszok export\u00e1l\u00e1s\u00e1ra, l\u00e9pjen a Jelent\u00e9s szakaszba, \u00e9s kattintson az Export\u00e1l\u00e1s gombra.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06194405\/image-1.png\" alt=\"Kattintson a jelent\u00e9s, majd az export\u00e1l\u00e1s gombra\" class=\"wp-image-789\" width=\"480\" height=\"130\" srcset=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06194405\/image-1.png 623w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06194405\/image-1-300x81.png 300w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06194405\/image-1-150x41.png 150w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><\/figure>\n\n\n\n<p>Megny\u00edlik egy felugr\u00f3 ablak az export\u00e1l\u00e1s men\u00fcvel.  V\u00e1lassza ki az SPSS-t (az Individual Responses opci\u00f3 automatikusan kiv\u00e1laszt\u00e1sra ker\u00fcl), v\u00e1lassza ki a Include open-ended questions (ny\u00edlt v\u00e9g\u0171 k\u00e9rd\u00e9sek) lehet\u0151s\u00e9get, ha azt szeretn\u00e9, hogy azok is szerepeljenek (sz\u00f6vegdobozos \u00e9s sz\u00f6veges soros k\u00e9rd\u00e9sek), majd kattintson az Export\u00e1l\u00e1s gombra az alj\u00e1n.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06194714\/image-2.png\" alt=\"V\u00e1lassza az SPSS-t, majd kattintson az export\u00e1l\u00e1sra\" class=\"wp-image-790\" width=\"269\" height=\"239\" srcset=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06194714\/image-2.png 494w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06194714\/image-2-300x266.png 300w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06194714\/image-2-150x133.png 150w\" sizes=\"auto, (max-width: 269px) 100vw, 269px\" \/><\/figure>\n\n\n\n<p>Egy ablak fog felugrani, amely megk\u00e9rdezi, hogy el k\u00edv\u00e1nja-e menteni a f\u00e1jlt, vagy meg k\u00edv\u00e1nja-e nyitni az SPSS-ben.  Elind\u00edtottam az SPSS-t, \u00e9s az al\u00e1bbi k\u00e9perny\u0151t l\u00e1tom. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">SPSS felm\u00e9r\u00e9s \u00e1ttekint\u00e9se<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06195409\/image-3.png\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06195409\/image-3-1024x497.png\" alt=\"SPSS v\u00e1ltoz\u00f3 n\u00e9zet a felm\u00e9r\u00e9si adatok export\u00e1l\u00e1s\u00e1r\u00f3l\" class=\"wp-image-792\" width=\"755\" height=\"366\" srcset=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06195409\/image-3-1024x497.png 1024w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06195409\/image-3-300x146.png 300w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06195409\/image-3-150x73.png 150w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06195409\/image-3-768x373.png 768w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/06195409\/image-3.png 1040w\" sizes=\"auto, (max-width: 755px) 100vw, 755px\" \/><\/a><figcaption>SPSS v\u00e1ltoz\u00f3 n\u00e9zet<\/figcaption><\/figure>\n\n\n\n<p>Ha nem ismeri az SPSS alkalmaz\u00e1s elrendez\u00e9s\u00e9t, az adatszerkezetnek k\u00e9t els\u0151dleges n\u00e9zete van: Az adatok \u00e9s a v\u00e1ltoz\u00f3k.  Ezt a fenti k\u00e9perny\u0151k\u00e9p bal als\u00f3 r\u00e9sz\u00e9n l\u00e1that\u00f3 k\u00e9t f\u00fcl seg\u00edts\u00e9g\u00e9vel l\u00e1thatja.  A V\u00e1ltoz\u00f3 n\u00e9zet (V\u00e1ltoz\u00f3 n\u00e9zet) a mez\u0151 r\u00e9szleteit (a k\u00e9rd\u00e9sek szerkezet\u00e9t) mutatja, p\u00e9ld\u00e1ul a mez\u0151 nev\u00e9t, t\u00edpus\u00e1t, a k\u00e9rd\u00e9s c\u00edmk\u00e9j\u00e9t stb. Az Adatok n\u00e9zet megmutatja a felm\u00e9r\u00e9s v\u00e1laszait k\u00e9rd\u00e9senk\u00e9nt \u00e9s v\u00e1laszad\u00f3 szerint.  <\/p>\n\n\n\n<p>Az els\u0151 5 mez\u0151 minden felm\u00e9r\u00e9sben ugyanaz:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>V\u00e1laszad\u00f3 azonos\u00edt\u00f3ja<\/strong>: Ez egy egyedi azonos\u00edt\u00f3 a felm\u00e9r\u00e9s minden egyes v\u00e1laszad\u00f3j\u00e1nak.<\/li><li><strong>Kezdeti d\u00e1tum<\/strong>: A felhaszn\u00e1l\u00f3 \u00e1ltal a felm\u00e9r\u00e9s megkezd\u00e9s\u00e9nek d\u00e1tuma \u00e9s id\u0151pontja.<\/li><li><strong>Befejezett d\u00e1tum<\/strong>: A felm\u00e9r\u00e9s befejez\u00e9s\u00e9nek d\u00e1tuma \u00e9s id\u0151pontja.  Ez \u00fcres, ha m\u00e9g nem fejezte be.<\/li><li><strong>IP-c\u00edm<\/strong>: Ha \u00fagy d\u00f6nt\u00f6tt, hogy IP-c\u00edmeket gy\u0171jt a v\u00e1laszad\u00f3kt\u00f3l, akkor azok itt jelennek meg.<\/li><li><strong>Eszk\u00f6z t\u00edpusa<\/strong>: A felm\u00e9r\u00e9st v\u00e9gz\u0151 szem\u00e9ly \u00e1ltal haszn\u00e1lt eszk\u00f6z t\u00edpusa.  Lehet asztali sz\u00e1m\u00edt\u00f3g\u00e9p, t\u00e1blag\u00e9p vagy mobil.<\/li><\/ul>\n\n\n\n<p>A V\u00e1ltoz\u00f3 n\u00e9zet t\u00f6bbi mez\u0151je minden felm\u00e9r\u00e9sn\u00e9l m\u00e1s \u00e9s m\u00e1s, \u00e9s minden k\u00e9rd\u00e9st k\u00e9pvisel.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195402\/image-4.png\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" width=\"638\" height=\"235\" src=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195402\/image-4.png\" alt=\"\u00c9rt\u00e9kel\u00e9si sk\u00e1la p\u00e9ldak\u00e9rd\u00e9s\" class=\"wp-image-797\" srcset=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195402\/image-4.png 638w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195402\/image-4-300x111.png 300w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195402\/image-4-150x55.png 150w\" sizes=\"auto, (max-width: 638px) 100vw, 638px\" \/><\/a><figcaption>\u00c9rt\u00e9kel\u00e9si sk\u00e1la P\u00e9lda K\u00e9rd\u00e9s<\/figcaption><\/figure>\n\n\n\n<p>A p\u00e9ld\u00e1nkban szerepl\u0151 felm\u00e9r\u00e9s els\u0151 k\u00e9rd\u00e9se egy m\u00e1trix t\u00edpus\u00fa (\u00e9rt\u00e9kel\u00e9si sk\u00e1la) k\u00e9rd\u00e9s.  A felm\u00e9r\u00e9si k\u00e9rd\u00e9s minden egyes sora k\u00fcl\u00f6n sork\u00e9nt jelenik meg a Variable View (V\u00e1ltoz\u00f3 n\u00e9zetben).  Az els\u0151 k\u00e9rd\u00e9s els\u0151 sora automatikusan a \"q001_001\" nevet kapja, \u00e9s \u00edgy tov\u00e1bb a \"q001_003\"-ig, mivel az els\u0151 k\u00e9rd\u00e9snek 3 sora van.  Az oszlopc\u00edmek mindh\u00e1rom sorhoz hozz\u00e1rendelve vannak, \u00e9s az \u00e9rt\u00e9kek cell\u00e1ra kattintva l\u00e1that\u00f3k (l\u00e1sd az al\u00e1bbi k\u00e9perny\u0151k\u00e9pet).<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195946\/image-5.png\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195946\/image-5-1024x454.png\" alt=\"Az SPSS \u00e9rt\u00e9kel\u00e9si sk\u00e1la k\u00e9rd\u00e9s\u00e9nek SPSS \u00e9rt\u00e9kc\u00edmk\u00e9i\" class=\"wp-image-798\" width=\"891\" height=\"395\" srcset=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195946\/image-5-1024x454.png 1024w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195946\/image-5-300x133.png 300w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195946\/image-5-150x66.png 150w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195946\/image-5-768x340.png 768w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16195946\/image-5.png 1052w\" sizes=\"auto, (max-width: 891px) 100vw, 891px\" \/><\/a><figcaption>\u00c9rt\u00e9kel\u00e9si sk\u00e1la sorv\u00e1laszt\u00e1si lehet\u0151s\u00e9gek<\/figcaption><\/figure>\n\n\n\n<p>A felm\u00e9r\u00e9s m\u00e1sodik k\u00e9rd\u00e9se egy egyszer\u0171 feleletv\u00e1laszt\u00f3s k\u00e9rd\u00e9s k\u00e9t lehet\u0151s\u00e9ggel, valamint egy \"egy\u00e9b\" t\u00edpus\u00fa nyomonk\u00f6vet\u00e9si k\u00e9rd\u00e9ssel.  A v\u00e1ltoz\u00f3 n\u00e9zet ezt az im\u00e9nt eml\u00edtett k\u00e9t mez\u0151ben mutatja.<\/p>\n\n\n\n<p>A felm\u00e9r\u00e9s utols\u00f3 eleme egy \u00e1ltal\u00e1nos, ny\u00edlt v\u00e9g\u0171 k\u00e9rd\u00e9s: \"Mit tehet\u00fcnk a szoftver\u00fcnk fejleszt\u00e9se \u00e9rdek\u00e9ben?\". Ez a fenti k\u00e9perny\u0151k\u00e9pen az utols\u00f3 sorban l\u00e1that\u00f3, \u00e9s egy string t\u00edpus\u00fa k\u00e9rd\u00e9s.<\/p>\n\n\n\n<p>Minden, amit eddig az SPSS-ben n\u00e9zt\u00fcnk, a k\u00e9rd\u00e9sek \u00e9s a v\u00e1laszadatok le\u00edr\u00e1s\u00e1ra szolg\u00e1lt.  Ha a k\u00e9perny\u0151 alj\u00e1n az Adatn\u00e9zet f\u00fclre kattintunk, l\u00e1thatjuk a v\u00e1laszad\u00f3ink \u00e1ltal adott v\u00e1laszokat.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><a href=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16202929\/image-6.png\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16202929\/image-6-1024x212.png\" alt=\"V\u00e1laszok letiltott \u00e9rt\u00e9kc\u00edmk\u00e9kkel\" class=\"wp-image-800\" width=\"949\" height=\"196\" srcset=\"https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16202929\/image-6-1024x212.png 1024w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16202929\/image-6-300x62.png 300w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16202929\/image-6-150x31.png 150w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16202929\/image-6-768x159.png 768w, https:\/\/surveyrock-blog.s3.amazonaws.com\/blog\/wp-content\/uploads\/2020\/10\/16202929\/image-6.png 1329w\" sizes=\"auto, (max-width: 949px) 100vw, 949px\" \/><\/a><figcaption>V\u00e1laszok letiltott \u00e9rt\u00e9kc\u00edmk\u00e9kkel<\/figcaption><\/figure>\n\n\n\n<p>A fenti p\u00e9ld\u00e1ban l\u00e1thatjuk, hogy az els\u0151 felhaszn\u00e1l\u00f3 a m\u00e1trix els\u0151 sor\u00e1hoz a 2. lehet\u0151s\u00e9g, a m\u00e1sodik sorhoz az els\u0151 lehet\u0151s\u00e9get, a harmadik sorhoz pedig a 3. lehet\u0151s\u00e9get v\u00e1lasztotta.  Mivel az opci\u00f3 sz\u00f6vege a v\u00e1laszt\u00e1si sz\u00e1mhoz kapcsol\u00f3dik, mint kor\u00e1bban eml\u00edtett\u00fck, az SPSS k\u00e9pes arra, hogy az egyszer\u0171 sz\u00e1m helyett az opci\u00f3 c\u00edmk\u00e9j\u00e9t mutassa meg nek\u00fcnk.  Egyszer\u0171en kattintson az alkalmaz\u00e1sban a \"N\u00e9zet\" -&gt; \"\u00c9rt\u00e9kc\u00edmk\u00e9k\" men\u00fcpontra, hogy enged\u00e9lyezze ezt a lehet\u0151s\u00e9get.  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