{"id":29898,"date":"2025-09-21T09:40:24","date_gmt":"2025-09-21T06:40:24","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/"},"modified":"2025-09-21T09:40:24","modified_gmt":"2025-09-21T06:40:24","slug":"python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/","title":{"rendered":"Python Kullanarak MongoDB’de Veri Sorgulama: Ba\u015flang\u0131\u00e7 Rehberi"},"content":{"rendered":"

# Python ile MongoDB Veri Sorgulama: Ba\u015flang\u0131\u00e7tan \u0130leri Seviyeye Tam Bir Rehber<\/p>\n

Veri, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131n\u0131n en de\u011ferli varl\u0131klar\u0131ndan biridir. Bu verileri etkili bir \u015fekilde depolamak ve sorgulamak ise i\u015f ba\u015far\u0131s\u0131 i\u00e7in kritik \u00f6neme sahiptir. NoSQL veritabanlar\u0131 aras\u0131nda pop\u00fcler bir tercih olan MongoDB, esnek yap\u0131s\u0131 ve \u00f6l\u00e7eklenebilirli\u011fi ile dikkat \u00e7eker. Bu rehberde, Python programlama dili kullanarak MongoDB’de veri sorgulama i\u015flemlerini ad\u0131m ad\u0131m \u00f6\u011frenecek, ger\u00e7ek d\u00fcnya senaryolar\u0131 ile peki\u015ftirecek ve performans optimizasyon tekniklerini ke\u015ffedece\u011fiz. Python ile MongoDB’nin g\u00fcc\u00fcn\u00fc birle\u015ftirerek verilerinizden maksimum fayday\u0131 nas\u0131l \u00e7\u0131karaca\u011f\u0131n\u0131z\u0131 ke\u015ffedelim.<\/p>\n

1. MongoDB ve Python: Temel Kavramlar<\/strong><\/p>\n

MongoDB, belge tabanl\u0131 bir NoSQL veritaban\u0131d\u0131r. Verileri JSON benzeri BSON (Binary JSON) format\u0131nda saklar. Bu, esnek bir \u015fema yap\u0131s\u0131 anlam\u0131na gelir; her belge farkl\u0131 alanlara sahip olabilir. Python ise, okunabilirli\u011fi ve geni\u015f k\u00fct\u00fcphane deste\u011fiyle veri analizi ve veritaban\u0131 i\u015flemleri i\u00e7in ideal bir dildir. MongoDB ile etkile\u015fim kurmak i\u00e7in Python’da pymongo<\/code> k\u00fct\u00fcphanesini kullanaca\u011f\u0131z. Bu k\u00fct\u00fcphane, MongoDB s\u00fcr\u00fcc\u00fcs\u00fc olarak g\u00f6rev yapar ve Python kodunuz ile MongoDB veritaban\u0131 aras\u0131nda k\u00f6pr\u00fc g\u00f6revi g\u00f6r\u00fcr.<\/p>\n

pymongo<\/code> k\u00fct\u00fcphanesini kurmak i\u00e7in terminal veya komut sat\u0131r\u0131nda pip install pymongo<\/code> komutunu \u00e7al\u0131\u015ft\u0131rman\u0131z yeterlidir.<\/p>\n

MongoDB’nin temel yap\u0131 ta\u015flar\u0131 koleksiyonlar (collections) ve belgelerdir (documents)dir. Koleksiyonlar, ili\u015fkili belgelerin bir araya getirildi\u011fi kaplard\u0131r; veritaban\u0131n\u0131zdaki tablolar gibi d\u00fc\u015f\u00fcnebilirsiniz. Belgeler ise, JSON benzeri bir yap\u0131ya sahip veri birimleridir. \u00d6rne\u011fin, bir e-ticaret uygulamas\u0131nda \u00fcr\u00fcn bilgilerini saklamak i\u00e7in “\u00fcr\u00fcnler” adl\u0131 bir koleksiyon olu\u015fturabilir ve her \u00fcr\u00fcn i\u00e7in ayr\u0131 bir belge ekleyebilirsiniz. Bu belgeler, \u00fcr\u00fcn ad\u0131, fiyat, kategori gibi alanlar i\u00e7erecektir.<\/p>\n

2. Python ile MongoDB Ba\u011flant\u0131s\u0131 ve \u0130lk Sorgulama<\/strong><\/p>\n

MongoDB’ye ba\u011flanmak i\u00e7in \u00f6ncelikle ba\u011flant\u0131 dizesine ihtiyac\u0131m\u0131z var. Bu dize, veritaban\u0131n\u0131z\u0131n adresini, port numaras\u0131n\u0131 ve gerekti\u011finde kullan\u0131c\u0131 ad\u0131 ve \u015fifresini i\u00e7erir. \u00d6rne\u011fin, yerel bir MongoDB sunucusuna ba\u011flanmak i\u00e7in a\u015fa\u011f\u0131daki kodu kullanabilirsiniz:<\/p>\n

import pymongo\n\nclient = pymongo.MongoClient("mongodb:\/\/localhost:27017\/") # Yerel sunucu i\u00e7in\n# client = pymongo.MongoClient("mongodb+srv:\/\/<kullan\u0131c\u0131 ad\u0131>:<\u015fifre>@<sunucu adresi>\/<veritaban\u0131 ad\u0131>?retryWrites=true&w=majority") # Cloud sunucu i\u00e7in\n\ndb = client["mydatabase"] # Veritaban\u0131 ad\u0131\ncollection = db["mycollection"] # Koleksiyon ad\u0131<\/code><\/pre>\n
Bu kod blo\u011fu, pymongo<\/code> k\u00fct\u00fcphanesini i\u00e7e aktar\u0131r, MongoDB sunucusuna ba\u011flan\u0131r,  “mydatabase” adl\u0131 bir veritaban\u0131na ve “mycollection” adl\u0131 bir koleksiyona eri\u015fim sa\u011flar.  Yerel sunucu yerine cloud tabanl\u0131 bir MongoDB kullan\u0131yorsan\u0131z, ba\u011flant\u0131 dizesini buna g\u00f6re g\u00fcncellemeniz gerekmektedir.  Ba\u011flant\u0131 kurulduktan sonra, verileri sorgulamak i\u00e7in \u00e7e\u015fitli y\u00f6ntemler kullanabiliriz.<\/p>\n
3. Temel Sorgulama \u0130\u015flemleri: find()<\/code> Metodu<\/strong><\/p>\n
find()<\/code> metodu, koleksiyondaki t\u00fcm belgeleri veya belirli kriterleri kar\u015f\u0131layan belgeleri d\u00f6nd\u00fcr\u00fcr.  Bo\u015f bir s\u00f6zl\u00fck ({}<\/code>) ile \u00e7a\u011fr\u0131ld\u0131\u011f\u0131nda, t\u00fcm belgeleri getirir.<\/p>\n
documents = collection.find({})\nfor document in documents:\n    print(document)<\/code><\/pre>\n
Daha spesifik sorgulamalar i\u00e7in, bir filtre s\u00f6zl\u00fc\u011f\u00fc kullan\u0131r\u0131z. \u00d6rne\u011fin, “ad\u0131” alan\u0131 “Fatih” olan belgeleri bulmak i\u00e7in:<\/p>\n
documents = collection.find({"ad\u0131": "Fatih"})\nfor document in documents:\n    print(document)<\/code><\/pre>\n
Bu \u00f6rnekte, {\"ad\u0131\": \"Fatih\"}<\/code> filtre s\u00f6zl\u00fc\u011f\u00fc, “ad\u0131” alan\u0131n\u0131n de\u011feri “Fatih” olan belgeleri se\u00e7er.  Farkl\u0131 operat\u00f6rler kullanarak daha karma\u015f\u0131k sorgulamalar yapabilirsiniz.  \u00d6rne\u011fin, $gt<\/code> (b\u00fcy\u00fck), $lt<\/code> (k\u00fc\u00e7\u00fck), $gte<\/code> (b\u00fcy\u00fck veya e\u015fit), $lte<\/code> (k\u00fc\u00e7\u00fck veya e\u015fit), $eq<\/code> (e\u015fit), $ne<\/code> (e\u015fit de\u011fil) operat\u00f6rleri say\u0131sal ve metinsel kar\u015f\u0131la\u015ft\u0131rmalar i\u00e7in kullan\u0131labilir.<\/p>\n
4. Geli\u015fmi\u015f Sorgulama \u0130\u015flemleri:  Mant\u0131ksal Operat\u00f6rler ve Projeksiyon<\/strong><\/p>\n
Daha karma\u015f\u0131k sorgulamalar i\u00e7in mant\u0131ksal operat\u00f6rler ($and<\/code>, $or<\/code>, $not<\/code>) kullanabiliriz.  \u00d6rne\u011fin, “ad\u0131” alan\u0131 “Fatih” veya “Ali” olan belgeleri bulmak i\u00e7in:<\/p>\n
documents = collection.find({"$or": [{"ad\u0131": "Fatih"}, {"ad\u0131": "Ali"}]})\nfor document in documents:\n    print(document)<\/code><\/pre>\n
find()<\/code> metodu, varsay\u0131lan olarak t\u00fcm belge alanlar\u0131n\u0131 d\u00f6nd\u00fcr\u00fcr.  Ancak, sadece belirli alanlar\u0131 d\u00f6nd\u00fcrmek i\u00e7in projeksiyon kullanabiliriz.  \u00d6rne\u011fin, sadece “ad\u0131” ve “ya\u015f” alanlar\u0131n\u0131 d\u00f6nd\u00fcrmek i\u00e7in:<\/p>\n
documents = collection.find({}, {"_id": 0, "ad\u0131": 1, "ya\u015f": 1}) # _id alan\u0131n\u0131 hari\u00e7 tutmak i\u00e7in 0, di\u011ferlerini dahil etmek i\u00e7in 1\nfor document in documents:\n    print(document)<\/code><\/pre>\n
Projeksiyon, b\u00fcy\u00fck veri k\u00fcmeleriyle \u00e7al\u0131\u015f\u0131rken performans\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilir.<\/p>\n
5. Ger\u00e7ek D\u00fcnya Senaryosu: E-Ticaret \u00dcr\u00fcn Verileri Sorgulama<\/strong><\/p>\n
Bir e-ticaret uygulamas\u0131 d\u00fc\u015f\u00fcn\u00fcn.  \u00dcr\u00fcn koleksiyonunda, her \u00fcr\u00fcn i\u00e7in “\u00fcr\u00fcn_ad\u0131”, “fiyat”, “kategori”, “stok_adedi” gibi alanlar bulunmaktad\u0131r.  A\u015fa\u011f\u0131daki sorgulamalar\u0131 ger\u00e7ekle\u015ftirebiliriz:<\/p>\n
* 100 TL’den ucuz \u00fcr\u00fcnler:<\/strong> collection.find({\"fiyat\": {\"$lt\": 100}})<\/code>
\n* “Elektronik” kategorisindeki \u00fcr\u00fcnler:<\/strong> collection.find({\"kategori\": \"Elektronik\"})<\/code>
\n* Stok adedi 5’ten az olan \u00fcr\u00fcnler:<\/strong> collection.find({\"stok_adedi\": {\"$lt\": 5}})<\/code>
\n* Fiyat\u0131 50 TL ile 150 TL aras\u0131nda olan elektronik \u00fcr\u00fcnler:<\/strong> collection.find({\"$and\": [{\"fiyat\": {\"$gte\": 50}}, {\"fiyat\": {\"$lte\": 150}}, {\"kategori\": \"Elektronik\"}]})<\/code><\/p>\n
6. Performans Optimizasyonu: \u0130ndeksler ve Sorgulama Stratejileri<\/strong><\/p>\n
B\u00fcy\u00fck veri k\u00fcmeleriyle \u00e7al\u0131\u015f\u0131rken, sorgulama performans\u0131 kritik \u00f6neme sahiptir.  MongoDB’nin sundu\u011fu indeksleme \u00f6zelli\u011fi, sorgulama s\u00fcrelerini \u00f6nemli \u00f6l\u00e7\u00fcde azaltabilir.  S\u0131k\u00e7a sorgulama yap\u0131lan alanlar i\u00e7in indeks olu\u015fturmak, veritaban\u0131n\u0131n bu alanlara daha h\u0131zl\u0131 eri\u015fmesini sa\u011flar.<\/p>\n
\u0130ndeks olu\u015fturmak i\u00e7in create_index()<\/code> metodunu kullan\u0131r\u0131z:<\/p>\n
collection.create_index([("fiyat", pymongo.ASCENDING)]) # Fiyat alan\u0131na g\u00f6re artan s\u0131rada indeks olu\u015fturur<\/code><\/pre>\n
Ayr\u0131ca, sorgulama yaparken do\u011fru filtreleri ve projeksiyonlar\u0131 kullanmak da performans\u0131 art\u0131r\u0131r.  Gereksiz alanlar\u0131 d\u00f6nd\u00fcrmekten ka\u00e7\u0131nmal\u0131 ve se\u00e7ici sorgulamalar yapmal\u0131y\u0131z.  $limit<\/code> operat\u00f6r\u00fc ile sonu\u00e7 k\u00fcmesini s\u0131n\u0131rlayarak da performans\u0131 iyile\u015ftirebiliriz.<\/p>\n
7. Hata Y\u00f6netimi ve G\u00fcvenlik<\/strong><\/p>\n
Veritaban\u0131 i\u015flemlerinde hata y\u00f6netimi \u00f6nemlidir.  try...except<\/code> bloklar\u0131 kullanarak olas\u0131 hatalar\u0131 yakalayabilir ve uygun \u015fekilde i\u015fleyebiliriz.  \u00d6rne\u011fin, ba\u011flant\u0131 hatas\u0131 durumunda:<\/p>\n
try:\n    client = pymongo.MongoClient("mongodb:\/\/localhost:27017\/")\n    # ... di\u011fer i\u015flemler\nexcept pymongo.errors.ConnectionFailure as e:\n    print(f"MongoDB ba\u011flant\u0131 hatas\u0131: {e}")<\/code><\/pre>\n
G\u00fcvenlik a\u00e7\u0131s\u0131ndan, \u015fifreleme kullanarak verileri korumak ve yetkilendirme mekanizmalar\u0131yla eri\u015fimi kontrol etmek \u00f6nemlidir.  MongoDB’nin sundu\u011fu g\u00fcvenlik \u00f6zelliklerini kullanarak verilerinizi yetkisiz eri\u015fime kar\u015f\u0131 koruyabilirsiniz.<\/p>\n
8. \u00d6\u011frenme Yol Haritas\u0131<\/strong><\/p>\n
Yeni Ba\u015flayan:<\/strong><\/p>\n
* Ad\u0131m ad\u0131m pymongo<\/code> kurulumu ve basit bir MongoDB ba\u011flant\u0131s\u0131 kurma.
\n* find()<\/code> metodu ile basit sorgulamalar yapma ({}<\/code>, tek alan filtreleme).
\n* K\u00fc\u00e7\u00fck bir veri k\u00fcmesi ile pratik yapma (\u00f6rne\u011fin, \u00f6\u011frenci bilgileri).
\n* Basit kod \u00f6rnekleri ile peki\u015ftirme.<\/p>\n
Orta Seviye:<\/strong><\/p>\n
* Ger\u00e7ek d\u00fcnya senaryolar\u0131 (e-ticaret, sosyal medya vb.) ile daha karma\u015f\u0131k sorgulamalar yapma.
\n* Mant\u0131ksal operat\u00f6rler ($and<\/code>, $or<\/code>, $not<\/code>) kullan\u0131m\u0131.
\n* Projeksiyon ile istenen alanlar\u0131 se\u00e7me.
\n* Veri do\u011frulama ve hata y\u00f6netimi.
\n* Performans optimizasyon ipu\u00e7lar\u0131 (\u00f6rne\u011fin, indeks olu\u015fturma).<\/p>\n
\u0130leri Seviye:<\/strong><\/p>\n
* B\u00fcy\u00fck veri k\u00fcmeleri \u00fczerinde performans analizi yapma.
\n* Karma\u015f\u0131k sorgulama yap\u0131lar\u0131 ve performans kar\u015f\u0131la\u015ft\u0131rmalar\u0131.
\n* Edge case’ler ve \u00f6zel durumlar\u0131n ele al\u0131nmas\u0131.
\n* MongoDB’nin Aggregation Pipeline’\u0131 ile geli\u015fmi\u015f veri i\u015fleme.
\n* G\u00fcvenlik ve yetkilendirme mekanizmalar\u0131n\u0131n uygulanmas\u0131.  Daha detayl\u0131 bilgi i\u00e7in [Fatih Soysal’\u0131n Veri Taban\u0131 G\u00fcvenli\u011fi \u00fczerine yaz\u0131lar\u0131n\u0131](https:\/\/fatihsoysal.com) inceleyebilirsiniz.<\/p>\n
Sonu\u00e7<\/strong><\/p>\n
Bu rehberde, Python kullanarak MongoDB veritaban\u0131nda veri sorgulama i\u015flemlerini ad\u0131m ad\u0131m inceledik.  Temel sorgulamalardan geli\u015fmi\u015f tekniklere, performans optimizasyonundan hata y\u00f6netimine kadar geni\u015f bir yelpazede konular\u0131 ele ald\u0131k.  MongoDB’nin esnekli\u011fi ve Python’\u0131n g\u00fcc\u00fcn\u00fc birle\u015ftirerek verilerinizden maksimum fayday\u0131 \u00e7\u0131karabilirsiniz.  Unutmay\u0131n ki, s\u00fcrekli \u00f6\u011frenme ve pratikle bu konuda uzmanla\u015fabilirsiniz.<\/p>\n
S\u0131k\u00e7a Sorulan Sorular:<\/strong><\/p>\n
1. pymongo<\/code> k\u00fct\u00fcphanesi nas\u0131l kurulur?<\/strong>  pip install pymongo<\/code> komutu ile kurulur.
\n2. MongoDB’ye nas\u0131l ba\u011flan\u0131l\u0131r?<\/strong>  Ba\u011flant\u0131 dizesi kullanarak pymongo.MongoClient()<\/code> ile ba\u011flan\u0131l\u0131r.
\n3. \u0130ndeksler ne i\u015fe yarar?<\/strong>  Sorgulama performans\u0131n\u0131 art\u0131rmak i\u00e7in kullan\u0131l\u0131r.
\n4. Hata y\u00f6netimi nas\u0131l yap\u0131l\u0131r?<\/strong>  try...except<\/code> bloklar\u0131 ile olas\u0131 hatalar yakalan\u0131r.
\n5. B\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in hangi optimizasyon teknikleri kullan\u0131labilir?<\/strong> \u0130ndeksler, projeksiyon, $limit<\/code> operat\u00f6r\u00fc ve Aggregation Pipeline kullan\u0131labilir.<\/p>\n
Yazar: Fatih Soysal<\/p>\n","protected":false},"excerpt":{"rendered":"# Python ile MongoDB Veri Sorgulama: Ba\u015flang\u0131\u00e7tan \u0130leri Seviyeye Tam Bir Rehber Veri, g\u00fcn\u00fcm\u00fcz d\u00fcnyas\u0131n\u0131n en de\u011ferli varl\u0131klar\u0131ndan…","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[676],"tags":[],"class_list":{"0":"post-29898","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-mongodb","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nPython Kullanarak MongoDB'de Veri Sorgulama: Ba\u015flang\u0131\u00e7 Rehberi<\/title>\n<meta name=\"description\" content=\"Hi\u00e7bir etiketi bulunamad\u0131.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python Kullanarak MongoDB'de Veri Sorgulama: Ba\u015flang\u0131\u00e7 Rehberi\" \/>\n<meta property=\"og:description\" content=\"Hi\u00e7bir etiketi bulunamad\u0131.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-21T06:40:24+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Python Kullanarak MongoDB’de Veri Sorgulama: Ba\u015flang\u0131\u00e7 Rehberi\",\"datePublished\":\"2025-09-21T06:40:24+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/\"},\"wordCount\":1183,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"articleSection\":[\"MongoDB\"],\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/\",\"name\":\"Python Kullanarak MongoDB'de Veri Sorgulama: Ba\u015flang\u0131\u00e7 Rehberi\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-09-21T06:40:24+00:00\",\"description\":\"Hi\u00e7bir etiketi bulunamad\u0131.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/python-kullanarak-mongodbde-veri-sorgulama-baslangic-rehberi\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python Kullanarak MongoDB’de Veri Sorgulama: Ba\u015flang\u0131\u00e7 Rehberi\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - 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