{"id":34495,"date":"2025-11-17T09:40:59","date_gmt":"2025-11-17T06:40:59","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/?p=34495"},"modified":"2025-11-17T09:40:59","modified_gmt":"2025-11-17T06:40:59","slug":"python-3-ve-tweepy-kutuphanesi-ile-bir-twitterbot-nasil-olusturulur","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/python-3-ve-tweepy-kutuphanesi-ile-bir-twitterbot-nasil-olusturulur\/","title":{"rendered":"Python 3 ve Tweepy K\u00fct\u00fcphanesi ile Bir Twitterbot Nas\u0131l Olu\u015fturulur?"},"content":{"rendered":"

<\/p>\n

Python 3 ve Tweepy K\u00fct\u00fcphanesi ile Bir Twitterbot Nas\u0131l Olu\u015fturulur?<\/h2>\n

Sosyal medya platformlar\u0131, g\u00fcn\u00fcm\u00fcz dijital d\u00fcnyas\u0131n\u0131n vazge\u00e7ilmez bir par\u00e7as\u0131 haline gelmi\u015ftir. Bu platformlardaki otomasyon ve etkile\u015fim imkanlar\u0131, hem bireysel kullan\u0131c\u0131lar hem de i\u015fletmeler i\u00e7in b\u00fcy\u00fck potansiyeller sunar. Twitter, bu platformlardan biri olarak, zengin API’si (Uygulama Programlama Aray\u00fcz\u00fc) sayesinde geli\u015ftiricilere \u00e7e\u015fitli otomasyon ve entegrasyon f\u0131rsatlar\u0131 tan\u0131r. Bu makalede, Python 3 programlama dili ve Tweepy k\u00fct\u00fcphanesi kullanarak kendi Twitterbot’unuzu nas\u0131l olu\u015fturaca\u011f\u0131n\u0131z\u0131 ad\u0131m ad\u0131m \u00f6\u011freneceksiniz. Bir Twitterbot, belirli g\u00f6revleri otomatik olarak yerine getiren bir yaz\u0131l\u0131m botudur; \u00f6rne\u011fin, tweet atmak, belirli anahtar kelimeleri izlemek, yan\u0131t vermek veya takip\u00e7i y\u00f6netimi yapmak gibi.<\/p>\n

Bu k\u0131lavuz, temel kavramlardan ba\u015flayarak, Twitter Geli\u015ftirici Hesab\u0131 olu\u015fturmaktan, API anahtarlar\u0131n\u0131 almaya, Tweepy k\u00fct\u00fcphanesini kurmaya ve nihayetinde \u00e7al\u0131\u015fan bir bot in\u015fa etmeye kadar geni\u015f bir yelpazeyi kapsayacakt\u0131r. Ayr\u0131ca, botunuzu geli\u015ftirirken kar\u015f\u0131la\u015fabilece\u011finiz potansiyel sorunlara ve en iyi uygulamalara da de\u011finece\u011fiz. Amac\u0131m\u0131z, size hem teorik bilgiyi hem de pratik uygulama becerisini kazand\u0131rarak, kendi yarat\u0131c\u0131 Twitterbot projelerinizi hayata ge\u00e7irmeniz i\u00e7in sa\u011flam bir temel olu\u015fturmakt\u0131r.<\/p>\n

Twitterbot Nedir ve Neden Olu\u015fturmal\u0131y\u0131z?<\/h3>\n

Bir Twitterbot, Twitter platformunda insan m\u00fcdahalesi olmadan belirli eylemleri ger\u00e7ekle\u015ftirmek \u00fczere tasarlanm\u0131\u015f bir otomasyon program\u0131d\u0131r. Bu eylemler, \u00f6nceden tan\u0131mlanm\u0131\u015f kurallara veya programlanm\u0131\u015f mant\u0131\u011fa g\u00f6re otomatik olarak tweet g\u00f6nderme, belirli hashtag’leri veya kullan\u0131c\u0131lar\u0131 izleme, tweet’leri be\u011fenme, retweet etme, yan\u0131tlama ve hatta direkt mesaj g\u00f6nderme gibi \u00e7ok \u00e7e\u015fitli g\u00f6revleri i\u00e7erebilir.<\/p>\n

Twitterbot’lar olu\u015fturman\u0131n pek \u00e7ok nedeni vard\u0131r. \u0130\u015fletmeler i\u00e7in m\u00fc\u015fteri hizmetlerini otomatikle\u015ftirmek, pazarlama kampanyalar\u0131n\u0131 y\u00fcr\u00fctmek veya belirli bir konudaki trendleri izlemek gibi ticari faydalar sa\u011flayabilirler. Bireysel kullan\u0131c\u0131lar i\u00e7in ise, ilgi alanlar\u0131na y\u00f6nelik i\u00e7erik payla\u015f\u0131m\u0131 yapmak, belirli bir konuda bilgi toplamak, hava durumu g\u00fcncellemeleri veya haber ba\u015fl\u0131klar\u0131 gibi d\u00fczenli bilgileri otomatikle\u015ftirmek veya e\u011flence ama\u00e7l\u0131 etkile\u015fimler yaratmak gibi ki\u015fisel projelerde kullan\u0131labilirler. \u00d6rne\u011fin, her g\u00fcn rastgele bir al\u0131nt\u0131 payla\u015fan bir bot, belirli bir saatte g\u00fcnl\u00fck hava durumu bilgisini tweetleyen bir bot veya belirli bir anahtar kelime ge\u00e7ti\u011finde otomatik olarak yan\u0131t veren bir bot olu\u015fturabilirsiniz. Ancak, botlar\u0131 geli\u015ftirirken Twitter’\u0131n otomasyon politikalar\u0131na ve etik kurallara uymak b\u00fcy\u00fck \u00f6nem ta\u015f\u0131r.<\/p>\n

\u00d6n Ko\u015fullar<\/h2>\n

Twitterbot’unuzu olu\u015fturmaya ba\u015flamadan \u00f6nce, baz\u0131 temel gereksinimleri kar\u015f\u0131laman\u0131z gerekmektedir. Bu \u00f6n ko\u015fullar, sorunsuz bir geli\u015ftirme s\u00fcreci i\u00e7in kritik \u00f6neme sahiptir.<\/p>\n

Python 3 Kurulumu<\/h3>\n

Twitterbot’umuzu Python 3 ile geli\u015ftirece\u011fimiz i\u00e7in, sisteminizde Python 3’\u00fcn kurulu olmas\u0131 \u015fartt\u0131r. Python’\u0131n en g\u00fcncel s\u00fcr\u00fcm\u00fcn\u00fc (genellikle 3.8 veya \u00fczeri) kullanman\u0131z \u00f6nerilir. Kurulumu kontrol etmek i\u00e7in komut istemcinizi veya terminalinizi a\u00e7\u0131n ve a\u015fa\u011f\u0131daki komutu \u00e7al\u0131\u015ft\u0131r\u0131n:<\/p>\n

python3 --version<\/code><\/pre>\n
E\u011fer Python kurulu de\u011filse, python.org<\/a> adresinden i\u015fletim sisteminize uygun kurulum dosyas\u0131n\u0131 indirip y\u00f6nergeleri takip ederek kurabilirsiniz.<\/p>\n
Twitter Geli\u015ftirici Hesab\u0131<\/h3>\n
Twitter API’sine eri\u015fmek ve botunuzun Twitter ile etkile\u015fim kurmas\u0131n\u0131 sa\u011flamak i\u00e7in bir Twitter Geli\u015ftirici Hesab\u0131na ihtiyac\u0131n\u0131z vard\u0131r. Bu hesap, botunuz i\u00e7in gerekli API anahtarlar\u0131n\u0131 ve eri\u015fim belirte\u00e7lerini (token) alman\u0131z\u0131 sa\u011flar. Twitter’\u0131n politikalar\u0131 gere\u011fi, geli\u015ftirici hesab\u0131 ba\u015fvurular\u0131 incelenir ve onaylan\u0131r. Bu s\u00fcre\u00e7te botunuzun amac\u0131n\u0131 ve nas\u0131l \u00e7al\u0131\u015faca\u011f\u0131n\u0131 net bir \u015fekilde a\u00e7\u0131klaman\u0131z \u00f6nemlidir.<\/p>\n
Tweepy K\u00fct\u00fcphanesi<\/h3>\n
Tweepy, Twitter API’si ile etkile\u015fim kurmay\u0131 kolayla\u015ft\u0131ran pop\u00fcler bir Python k\u00fct\u00fcphanesidir. Bu k\u00fct\u00fcphane, API \u00e7a\u011fr\u0131lar\u0131n\u0131 basitle\u015ftirir ve botunuzun kodunu daha okunabilir ve y\u00f6netilebilir hale getirir. Tweepy’yi kurmak i\u00e7in Python paket y\u00f6neticisi pip’i kullanaca\u011f\u0131z.<\/p>\n
Twitter Geli\u015ftirici Hesab\u0131 Olu\u015fturma ve API Anahtarlar\u0131n\u0131 Alma<\/h2>\n
Twitterbot’unuzun Twitter ile ileti\u015fim kurabilmesi i\u00e7in bir Twitter Geli\u015ftirici Hesab\u0131na sahip olman\u0131z ve bu hesap \u00fczerinden bir uygulama olu\u015fturarak API anahtarlar\u0131n\u0131 alman\u0131z gerekmektedir. Bu b\u00f6l\u00fcm, bu s\u00fcreci ad\u0131m ad\u0131m a\u00e7\u0131klamaktad\u0131r.<\/p>\n
Geli\u015ftirici Hesab\u0131 Ba\u015fvurusu<\/h3>\n
\u0130lk ad\u0131m, bir Twitter Geli\u015ftirici Hesab\u0131 i\u00e7in ba\u015fvurmakt\u0131r. Bunun i\u00e7in Twitter Geli\u015ftirici Portal\u0131<\/a>‘na gidin ve “Apply for access” veya “Sign up for Free Account” butonuna t\u0131klay\u0131n. Twitter sizden hesab\u0131n\u0131z\u0131n amac\u0131n\u0131, botunuzun ne yapaca\u011f\u0131n\u0131 ve nas\u0131l \u00e7al\u0131\u015faca\u011f\u0131n\u0131 detayl\u0131 bir \u015fekilde a\u00e7\u0131klaman\u0131z\u0131 isteyecektir. Bu a\u00e7\u0131klamay\u0131 yaparken d\u00fcr\u00fcst, \u015feffaf ve Twitter’\u0131n otomasyon politikalar\u0131na uygun oldu\u011funuzu belirtmeniz \u00f6nemlidir. Ba\u015fvurunuz genellikle birka\u00e7 g\u00fcn i\u00e7inde incelenir ve onaylan\u0131r.<\/p>\n
Proje ve Uygulama Olu\u015fturma<\/h3>\n
Geli\u015ftirici hesab\u0131n\u0131z onayland\u0131ktan sonra, geli\u015ftirici portal\u0131na giri\u015f yap\u0131n. Burada “Projects & Apps” b\u00f6l\u00fcm\u00fcne giderek yeni bir proje olu\u015fturman\u0131z gerekecektir. Projenize anlaml\u0131 bir isim verin. Projeyi olu\u015fturduktan sonra, bu proje alt\u0131nda yeni bir uygulama (App) olu\u015fturman\u0131z istenir. Uygulaman\u0131za da botunuzu tan\u0131mlayan bir isim verin. Uygulama olu\u015fturma a\u015famas\u0131nda, botunuzun ihtiya\u00e7 duydu\u011fu izinleri (\u00f6rne\u011fin, sadece tweet okuma, tweet atma ve yan\u0131tlama veya direkt mesaj g\u00f6nderme) belirlemeniz gerekecektir. \u00c7o\u011fu bot i\u00e7in “Read and Write” izinleri yeterli olacakt\u0131r.<\/p>\n
API Anahtarlar\u0131 ve Eri\u015fim Belirte\u00e7leri<\/h3>\n
Uygulaman\u0131z\u0131 olu\u015fturduktan sonra, “Keys and tokens” sekmesine gidin. Burada botunuzun Twitter API’sine eri\u015fmek i\u00e7in kullanaca\u011f\u0131 kimlik bilgilerini bulacaks\u0131n\u0131z. Bu kimlik bilgileri \u015funlard\u0131r:<\/p>\n
    \n
  • API Key (Consumer Key)<\/strong><\/li>\n
  • API Secret Key (Consumer Secret)<\/strong><\/li>\n
  • Access Token<\/strong><\/li>\n
  • Access Token Secret<\/strong><\/li>\n<\/ul>\n
    Bu anahtarlar ve belirte\u00e7ler, botunuzun Twitter hesab\u0131n\u0131z ad\u0131na i\u015flem yapmas\u0131n\u0131 sa\u011flayan hassas bilgilerdir. Bu nedenle, bunlar\u0131 kesinlikle kimseyle payla\u015fmamal\u0131 ve kodunuzda do\u011frudan a\u00e7\u0131k metin olarak bulundurmamal\u0131s\u0131n\u0131z. G\u00fcvenli bir \u015fekilde saklamak i\u00e7in ortam de\u011fi\u015fkenlerini veya bir yap\u0131land\u0131rma dosyas\u0131n\u0131 kullanmak en iyi uygulamad\u0131r. “Generate” veya “Regenerate” butonlar\u0131na t\u0131klayarak bu anahtarlar\u0131 olu\u015fturabilir ve kopyalayabilirsiniz. \u00d6zellikle Access Token ve Access Token Secret, yaln\u0131zca bir kez g\u00f6sterildi\u011fi i\u00e7in hemen kopyalay\u0131p g\u00fcvenli bir yere kaydetmeniz \u00f6nemlidir.<\/p>\n
    Python Ortam\u0131n\u0131 Haz\u0131rlama<\/h2>\n
    API anahtarlar\u0131n\u0131z\u0131 ald\u0131ktan sonra, Python geli\u015ftirme ortam\u0131n\u0131z\u0131 botunuz i\u00e7in haz\u0131rlaman\u0131z gerekmektedir. Bu, projeniz i\u00e7in izole bir ortam olu\u015fturmay\u0131 ve gerekli k\u00fct\u00fcphaneleri y\u00fcklemeyi i\u00e7erir.<\/p>\n
    Sanal Ortam Olu\u015fturma<\/h3>\n
    Python projeleri i\u00e7in sanal ortamlar (virtual environments) kullanmak, en iyi uygulamalardan biridir. Sanal ortamlar, her projenin kendi ba\u011f\u0131ml\u0131l\u0131k setine sahip olmas\u0131n\u0131 sa\u011flar ve farkl\u0131 projeler aras\u0131ndaki k\u00fct\u00fcphane \u00e7ak\u0131\u015fmalar\u0131n\u0131 \u00f6nler. Projeniz i\u00e7in bir klas\u00f6r olu\u015fturun ve i\u00e7ine girin:<\/p>\n
    mkdir twitter_bot\ncd twitter_bot<\/code><\/pre>\n
    \u015eimdi sanal ortam\u0131 olu\u015fturun ve etkinle\u015ftirin:<\/p>\n
    python3 -m venv venv<\/code><\/pre>\n
    Sanal ortam\u0131 etkinle\u015ftirin:<\/p>\n
      \n
    • Windows:<\/li>\n
      .\\venv\\Scripts\\activate<\/code><\/pre>\n
    • macOS\/Linux:<\/li>\n
      source venv\/bin\/activate<\/code><\/pre>\n<\/ul>\n
      Ortam etkinle\u015ftirildi\u011finde, terminal komut sat\u0131r\u0131n\u0131z\u0131n ba\u015f\u0131nda (venv)<\/code> ifadesini g\u00f6rmelisiniz. Bu, art\u0131k projenize \u00f6zel bir Python ortam\u0131nda \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131z anlam\u0131na gelir.<\/p>\n
      Tweepy K\u00fct\u00fcphanesini Kurma<\/h3>\n
      Sanal ortam\u0131n\u0131z etkinle\u015ftirildikten sonra, Tweepy k\u00fct\u00fcphanesini kurabilirsiniz:<\/p>\n
      pip install tweepy python-dotenv<\/code><\/pre>\n
      Burada python-dotenv<\/code> k\u00fct\u00fcphanesini de kurduk. Bu k\u00fct\u00fcphane, API anahtarlar\u0131n\u0131z\u0131 .env<\/code> dosyas\u0131nda g\u00fcvenli bir \u015fekilde saklaman\u0131za ve Python kodunuzdan kolayca eri\u015fmenize olanak tan\u0131r.<\/p>\n
      API Anahtarlar\u0131n\u0131 G\u00fcvenli Bir \u015eekilde Saklama<\/h3>\n
      Daha \u00f6nce de belirtildi\u011fi gibi, API anahtarlar\u0131n\u0131z\u0131 do\u011frudan kodunuza yazmak g\u00fcvenlik a\u00e7\u0131s\u0131ndan risklidir. Bunun yerine, .env<\/code> ad\u0131nda bir dosya olu\u015fturarak anahtarlar\u0131n\u0131z\u0131 burada saklayabiliriz. Proje klas\u00f6r\u00fcn\u00fczde twitter_bot<\/code> dizini i\u00e7inde .env<\/code> ad\u0131nda bir dosya olu\u015fturun ve i\u00e7ine API anahtarlar\u0131n\u0131z\u0131 a\u015fa\u011f\u0131daki formatta ekleyin:<\/p>\n
      CONSUMER_KEY=\"API_KEY_BURAYA\"\nCONSUMER_SECRET=\"API_SECRET_KEY_BURAYA\"\nACCESS_TOKEN=\"ACCESS_TOKEN_BURAYA\"\nACCESS_TOKEN_SECRET=\"ACCESS_TOKEN_SECRET_BURAYA\"\nBEARER_TOKEN=\"BEARER_TOKEN_BURAYA\" # Tweepy v2 i\u00e7in gerekli olabilir<\/code><\/pre>\n
      Twitter Geli\u015ftirici Portal\u0131’nda genellikle bir “Bearer Token” da bulunur. Tweepy’nin Twitter API v2 ile \u00e7al\u0131\u015fabilen tweepy.Client<\/code> s\u0131n\u0131f\u0131n\u0131 kullan\u0131yorsan\u0131z, bu token’a da ihtiyac\u0131n\u0131z olacakt\u0131r. Bu token’\u0131 da .env<\/code> dosyan\u0131za eklemeyi unutmay\u0131n.<\/p>\n
      Daha sonra, bu de\u011ferleri Python kodunuzda python-dotenv<\/code> k\u00fct\u00fcphanesi ile y\u00fckleyebilirsiniz. Projenizin ana Python dosyas\u0131 (\u00f6rne\u011fin, bot.py<\/code>) i\u00e7inde a\u015fa\u011f\u0131daki gibi kullanabilirsiniz:<\/p>\n
      import os\nfrom dotenv import load_dotenv\n\nload_dotenv() # .env dosyas\u0131n\u0131 y\u00fckle\n\nconsumer_key = os.getenv(\"CONSUMER_KEY\")\nconsumer_secret = os.getenv(\"CONSUMER_SECRET\")\naccess_token = os.getenv(\"ACCESS_TOKEN\")\naccess_token_secret = os.getenv(\"ACCESS_TOKEN_SECRET\")\nbearer_token = os.getenv(\"BEARER_TOKEN\") # E\u011fer kullan\u0131yorsan\u0131z\n\nif not all([consumer_key, consumer_secret, access_token, access_token_secret, bearer_token]):\n    print(\"Hata: API anahtarlar\u0131 veya belirte\u00e7ler eksik. .env dosyas\u0131n\u0131 kontrol edin.\")\n    exit()\n\n
      Art\u0131k bu de\u011fi\u015fkenleri Tweepy kimlik do\u011frulamas\u0131 i\u00e7in kullanabilirsiniz.<\/code><\/pre>\n<\/h2>\n
      Bu y\u00f6ntem, hassas bilgilerinizi kodunuzdan ay\u0131rarak hem g\u00fcvenli\u011fi art\u0131r\u0131r hem de kodunuzu daha ta\u015f\u0131nabilir hale getirir. Ayr\u0131ca, bu .env<\/code> dosyas\u0131n\u0131 Git gibi s\u00fcr\u00fcm kontrol sistemlerine g\u00f6ndermemeye \u00f6zen g\u00f6sterin. Bunun i\u00e7in .gitignore<\/code> dosyan\u0131za .env<\/code> ekleyebilirsiniz.<\/p>\n
      Temel Tweepy Kullan\u0131m\u0131 ve Twitter API v2<\/h2>\n
      Tweepy k\u00fct\u00fcphanesi, Twitter API’si ile etkile\u015fimi olduk\u00e7a basitle\u015ftirir. Twitter API’sinin iki ana s\u00fcr\u00fcm\u00fc bulunmaktad\u0131r: v1.1 ve v2. Tweepy, her iki s\u00fcr\u00fcm\u00fc de destekler ancak yeni projeler i\u00e7in Twitter API v2’yi kullanmak daha g\u00fcncel ve \u00f6nerilen bir yakla\u015f\u0131md\u0131r. Tweepy’nin tweepy.Client<\/code> s\u0131n\u0131f\u0131, API v2 ile etkile\u015fim kurmak i\u00e7in tasarlanm\u0131\u015ft\u0131r.<\/p>\n
      Tweepy ile Kimlik Do\u011frulama<\/h3>\n
      Botunuzun Twitter API’sine eri\u015febilmesi i\u00e7in kimlik do\u011frulamas\u0131 yapmas\u0131 gerekir. Tweepy v2 i\u00e7in bu i\u015flem tweepy.Client<\/code> s\u0131n\u0131f\u0131 kullan\u0131larak yap\u0131l\u0131r. Bu s\u0131n\u0131f, hem kullan\u0131c\u0131 ba\u011flam\u0131 (Access Token ve Secret ile) hem de uygulama ba\u011flam\u0131 (Bearer Token ile) i\u015flemlerini destekler.<\/p>\n
      import tweepy\nimport os\nfrom dotenv import load_dotenv\n\nload_dotenv()\n\nconsumer_key = os.getenv(\"CONSUMER_KEY\")\nconsumer_secret = os.getenv(\"CONSUMER_SECRET\")\naccess_token = os.getenv(\"ACCESS_TOKEN\")\naccess_token_secret = os.getenv(\"ACCESS_TOKEN_SECRET\")\nbearer_token = os.getenv(\"BEARER_TOKEN\")\n\n
      API v2 i\u00e7in Client nesnesi olu\u015fturma<\/h2>\n
      Hem kullan\u0131c\u0131 ba\u011flam\u0131 hem de uygulama ba\u011flam\u0131 (bearer_token) i\u00e7in kullan\u0131l\u0131r.<\/h2>\n
      Sadece tweet okuma gibi i\u015flemler i\u00e7in bearer_token yeterli olabilir.<\/h2>\n
      Tweet atma, be\u011fenme gibi i\u015flemler i\u00e7in access_token ve access_token_secret gereklidir.<\/h2>\nclient = tweepy.Client(\n    bearer_token,\n    consumer_key,\n    consumer_secret,\n    access_token,\n    access_token_secret\n)\n\n
      Kimlik do\u011frulaman\u0131n ba\u015far\u0131l\u0131 olup olmad\u0131\u011f\u0131n\u0131 test etmek i\u00e7in<\/h2>\n
      Kendi kullan\u0131c\u0131 bilgilerinizi \u00e7ekebilirsiniz.<\/h2>\ntry:\n    me = client.get_me()\n    print(f\"Kimlik do\u011frulama ba\u015far\u0131l\u0131! Botun kullan\u0131c\u0131 ad\u0131: @{me.data.username}\")\nexcept tweepy.TweepyException as e:\n    print(f\"Kimlik do\u011frulama hatas\u0131: {e}\")\n    exit()<\/code><\/pre>\n
      Bu kod par\u00e7as\u0131, .env<\/code> dosyas\u0131ndan API anahtarlar\u0131n\u0131 y\u00fckler ve tweepy.Client<\/code> nesnesini olu\u015fturur. client.get_me()<\/code> \u00e7a\u011fr\u0131s\u0131, kimlik do\u011frulamas\u0131n\u0131n do\u011fru yap\u0131l\u0131p yap\u0131lmad\u0131\u011f\u0131n\u0131 test etmek i\u00e7in kullan\u0131l\u0131r.<\/p>\n
      Temel API \u00c7a\u011fr\u0131lar\u0131<\/h3>\n
      tweepy.Client<\/code> nesnesini kullanarak \u00e7e\u015fitli Twitter eylemlerini ger\u00e7ekle\u015ftirebilirsiniz:<\/p>\n
      Tweet Atma<\/h4>\n
      Bir tweet g\u00f6ndermek olduk\u00e7a basittir:<\/p>\n
      def send_tweet(text):\n    try:\n        response = client.create_tweet(text=text)\n        print(f\"Tweet ba\u015far\u0131yla g\u00f6nderildi! ID: {response.data['id']}\")\n        return response.data['id']\n    except tweepy.TweepyException as e:\n        print(f\"Tweet g\u00f6nderilirken hata olu\u015ftu: {e}\")\n        return None\n\n
      \u00d6rnek kullan\u0131m:<\/h2>\n
      tweet_id = send_tweet(\"Merhaba D\u00fcnya! Bu benim ilk Python Twitterbot tweet'im. #PythonBot\")<\/h2>\n
      if tweet_id:<\/h2>\n
      print(f\"G\u00f6nderilen tweet'in URL'si: https:\/\/twitter.com\/user\/status\/{tweet_id}\")<\/h2>\n<\/code><\/pre>\n
      Tweetleri Be\u011fenme<\/h4>\n
      Belirli bir tweet’i be\u011fenmek i\u00e7in tweet ID’sine ihtiyac\u0131n\u0131z vard\u0131r:<\/p>\n
      def like_tweet(tweet_id):\n    try:\n        # Kendi kullan\u0131c\u0131 ID'nizi alman\u0131z gerekir. Bunu client.get_me() ile alabilirsiniz.\n        user_id = client.get_me().data.id\n        response = client.like(tweet_id, user_id)\n        if response.data['liked']:\n            print(f\"Tweet ID {tweet_id} ba\u015far\u0131yla be\u011fenildi.\")\n        else:\n            print(f\"Tweet ID {tweet_id} be\u011fenilemedi.\")\n    except tweepy.TweepyException as e:\n        print(f\"Tweet be\u011fenilirken hata olu\u015ftu: {e}\")\n\n
      \u00d6rnek kullan\u0131m:<\/h2>\n
      like_tweet(\"1460323737035677698\") # \u00d6rnek bir tweet ID<\/code><\/pre>\n<\/h2>\n
      Tweetleri Retweet Etme<\/h4>\n
      Bir tweet’i retweet etmek (Twitter API v2’de “retweet” yerine “retweet” eylemi ile do\u011frudan bir endpoint yoktur, bunun yerine create_tweet<\/code> ile al\u0131nt\u0131 tweet veya retweet<\/code> endpoint’i kullan\u0131labilir, ancak client.retweet<\/code> Tweepy taraf\u0131ndan v1.1 uyumlulu\u011fu veya v2’nin baz\u0131 \u00f6zel endpointleri i\u00e7in sa\u011flanabilir. En g\u00fcncel v2 yakla\u015f\u0131m\u0131 i\u00e7in client.retweet()<\/code> metodunu kullanabiliriz.):<\/p>\n
      def retweet_tweet(tweet_id):\n    try:\n        user_id = client.get_me().data.id\n        response = client.retweet(tweet_id, user_id)\n        if response.data['retweeted']:\n            print(f\"Tweet ID {tweet_id} ba\u015far\u0131yla retweet edildi.\")\n        else:\n            print(f\"Tweet ID {tweet_id} retweet edilemedi.\")\n    except tweepy.TweepyException as e:\n        print(f\"Tweet retweet edilirken hata olu\u015ftu: {e}\")\n\n
      \u00d6rnek kullan\u0131m:<\/h2>\n
      retweet_tweet(\"1460323737035677698\")<\/code><\/pre>\n<\/h2>\n
      Tweetlere Yan\u0131t Verme<\/h4>\n
      Bir tweete yan\u0131t vermek i\u00e7in create_tweet<\/code> metodunu in_reply_to_tweet_id<\/code> parametresiyle kullan\u0131r\u0131z:<\/p>\n
      def reply_to_tweet(original_tweet_id, reply_text):\n    try:\n        response = client.create_tweet(\n            text=reply_text,\n            in_reply_to_tweet_id=original_tweet_id\n        )\n        print(f\"Tweet ID {original_tweet_id} yan\u0131tland\u0131. Yan\u0131t ID: {response.data['id']}\")\n        return response.data['id']\n    except tweepy.TweepyException as e:\n        print(f\"Yan\u0131t g\u00f6nderilirken hata olu\u015ftu: {e}\")\n        return None\n\n
      \u00d6rnek kullan\u0131m:<\/h2>\n
      reply_to_tweet(\"1460323737035677698\", \"Harika bir tweet! Te\u015fekk\u00fcrler. #Python\")<\/code><\/pre>\n<\/h2>\n
      Kullan\u0131c\u0131 Bilgisi \u00c7ekme<\/h4>\n
      Bir kullan\u0131c\u0131n\u0131n bilgilerini kullan\u0131c\u0131 ad\u0131yla veya ID’siyle \u00e7ekebilirsiniz:<\/p>\n
      def get_user_info(username):\n    try:\n        response = client.get_user(username=username)\n        user = response.data\n        if user:\n            print(f\"Kullan\u0131c\u0131 Ad\u0131: @{user.username}\")\n            print(f\"Ad\u0131: {user.name}\")\n            print(f\"A\u00e7\u0131klama: {user.description}\")\n            print(f\"Takip\u00e7i Say\u0131s\u0131: {user.public_metrics['followers_count']}\")\n            print(f\"Takip Edilen Say\u0131s\u0131: {user.public_metrics['following_count']}\")\n            return user\n        else:\n            print(f\"Kullan\u0131c\u0131 @{username} bulunamad\u0131.\")\n            return None\n    except tweepy.TweepyException as e:\n        print(f\"Kullan\u0131c\u0131 bilgileri \u00e7ekilirken hata olu\u015ftu: {e}\")\n        return None\n\n
      \u00d6rnek kullan\u0131m:<\/h2>\n
      user_info = get_user_info(\"TwitterDev\")<\/code><\/pre>\n<\/h2>\n
      Twitterbot’unuzu Tasarlama<\/h2>\n
      Botunuzu kodlamaya ba\u015flamadan \u00f6nce, ne t\u00fcr bir bot olu\u015fturmak istedi\u011finizi ve hangi g\u00f6revleri yerine getirece\u011fini net bir \u015fekilde tan\u0131mlaman\u0131z \u00f6nemlidir. Bu a\u015fama, botunuzun amac\u0131n\u0131, hedef kitlesini ve temel i\u015flevselli\u011fini belirlemenizi sa\u011flar.<\/p>\n
      Botun Amac\u0131n\u0131 ve \u00d6zelliklerini Tan\u0131mlama<\/h3>\n
      Bir Twitterbot’un potansiyel kullan\u0131m alanlar\u0131 olduk\u00e7a geni\u015ftir. \u0130\u015fte baz\u0131 \u00f6rnekler:<\/p>\n
        \n
      • Otomatik Tweet Atan Bot:<\/strong> Belirli aral\u0131klarla \u00f6nceden tan\u0131mlanm\u0131\u015f metinleri, g\u00f6rselleri veya harici bir kaynaktan (API, RSS beslemesi vb.) al\u0131nan bilgileri tweetler.<\/li>\n
      • Yan\u0131t Botu:<\/strong> Belirli anahtar kelimeleri i\u00e7eren tweetlere veya kendisine yap\u0131lan mention’lara otomatik olarak yan\u0131t verir.<\/li>\n
      • Takip Botu:<\/strong> Belirli kriterlere uyan kullan\u0131c\u0131lar\u0131 takip eder veya takipten \u00e7\u0131kar\u0131r.<\/li>\n
      • Veri Toplama Botu:<\/strong> Belirli hashtag’ler veya kullan\u0131c\u0131lar hakk\u0131nda tweetleri toplar ve analiz eder.<\/li>\n
      • E\u011flence Botu:<\/strong> Rastgele \u015fakalar, al\u0131nt\u0131lar veya ilgin\u00e7 bilgiler payla\u015f\u0131r.<\/li>\n<\/ul>\n
        Botunuzun amac\u0131n\u0131 belirlerken, hangi \u00f6zelliklerin bu amaca hizmet edece\u011fini d\u00fc\u015f\u00fcn\u00fcn. \u00d6rne\u011fin, bir haber botu her saat ba\u015f\u0131 belirli bir haber sitesinin RSS beslemesinden ba\u015fl\u0131klar\u0131 \u00e7ekip tweetleyebilir. Bir destek botu, belirli bir anahtar kelimeyle (\u00f6rne\u011fin, “yard\u0131m”) kendisine mention at\u0131ld\u0131\u011f\u0131nda otomatik bir yan\u0131t g\u00f6nderebilir.<\/p>\n
        Etik Kurallar ve Twitter Politikalar\u0131<\/h3>\n
        Twitterbot geli\u015ftirirken, Twitter’\u0131n otomasyon politikalar\u0131na ve etik kurallara uymak hayati \u00f6neme sahiptir. Bu politikalara uymamak, botunuzun ask\u0131ya al\u0131nmas\u0131na veya hesab\u0131n\u0131z\u0131n kapat\u0131lmas\u0131na neden olabilir. Dikkat etmeniz gereken baz\u0131 temel noktalar:<\/p>\n
          \n
        • Spam Yapmaktan Ka\u00e7\u0131n\u0131n:<\/strong> A\u015f\u0131r\u0131 tweet atmak, ayn\u0131 i\u00e7eri\u011fi tekrar tekrar payla\u015fmak veya alakas\u0131z mention’lar g\u00f6ndermek spam olarak alg\u0131lanabilir.<\/li>\n
        • \u015eeffaf Olun:<\/strong> Botunuzun bir otomasyon oldu\u011funu a\u00e7\u0131k\u00e7a belirtin (\u00f6rne\u011fin, profil a\u00e7\u0131klamas\u0131nda veya tweetlerde).<\/li>\n
        • Kullan\u0131c\u0131 Deneyimine Odaklan\u0131n:<\/strong> Botunuzun kullan\u0131c\u0131lar i\u00e7in de\u011fer yaratmas\u0131na veya en az\u0131ndan rahats\u0131z edici olmamas\u0131na dikkat edin.<\/li>\n
        • API Limitlerine Uyun:<\/strong> Twitter API’sinin belirli istek limitleri vard\u0131r. Bu limitleri a\u015fmamak i\u00e7in botunuzun \u00e7a\u011fr\u0131lar\u0131n\u0131 d\u00fczenleyin.<\/li>\n
        • Yanl\u0131\u015f Bilgi Yaymay\u0131n:<\/strong> Botunuzun yanl\u0131\u015f veya yan\u0131lt\u0131c\u0131 bilgi yaymad\u0131\u011f\u0131ndan emin olun.<\/li>\n<\/ul>\n
          Bu kurallara uyarak hem ba\u015far\u0131l\u0131 hem de sorumlu bir Twitterbot geli\u015ftirebilirsiniz.<\/p>\n
          Basit Bir Bot Olu\u015fturma – \u00d6rnek 1: Otomatik Tweet Atan Bot<\/h2>\n
          \u015eimdiye kadar \u00f6\u011frendiklerimizi kullanarak basit bir otomatik tweet atan bot olu\u015ftural\u0131m. Bu bot, \u00f6nceden tan\u0131mlanm\u0131\u015f bir liste i\u00e7erisinden rastgele bir tweet se\u00e7ecek ve belirli aral\u0131klarla bunu payla\u015facakt\u0131r.<\/p>\n
          Kod Yap\u0131s\u0131<\/h3>\n
          Botumuzun ana yap\u0131s\u0131 a\u015fa\u011f\u0131daki gibi olacakt\u0131r:<\/p>\n
            \n
          1. API anahtarlar\u0131n\u0131 y\u00fckle ve Tweepy client’\u0131 ba\u015flat.<\/li>\n
          2. Tweetlenecek mesajlar\u0131n bir listesini tan\u0131mla.<\/li>\n
          3. Rastgele bir mesaj se\u00e7en bir fonksiyon olu\u015ftur.<\/li>\n
          4. Se\u00e7ilen mesaj\u0131 tweetleyen bir fonksiyon olu\u015ftur.<\/li>\n
          5. Belirli aral\u0131klarla tweet g\u00f6nderme i\u015flemini tekrarlayan bir d\u00f6ng\u00fc olu\u015ftur.<\/li>\n<\/ol>\n
            \u00d6rnek Kod<\/h3>\n
            import tweepy\nimport os\nimport random\nimport time\nfrom dotenv import load_dotenv\n\n
            .env dosyas\u0131n\u0131 y\u00fckle<\/h2>\nload_dotenv()\n\n
            API anahtarlar\u0131n\u0131 al<\/h2>\nbearer_token = os.getenv(\"BEARER_TOKEN\")\nconsumer_key = os.getenv(\"CONSUMER_KEY\")\nconsumer_secret = os.getenv(\"CONSUMER_SECRET\")\naccess_token = os.getenv(\"ACCESS_TOKEN\")\naccess_token_secret = os.getenv(\"ACCESS_TOKEN_SECRET\")\n\n
            Tweepy Client nesnesini ba\u015flat<\/h2>\ntry:\n    client = tweepy.Client(\n        bearer_token,\n        consumer_key,\n        consumer_secret,\n        access_token,\n        access_token_secret\n    )\n    # Kimlik do\u011frulama testi\n    me = client.get_me()\n    print(f\"Bot olarak giri\u015f yap\u0131ld\u0131: @{me.data.username}\")\nexcept tweepy.TweepyException as e:\n    print(f\"Hata: Tweepy Client ba\u015flat\u0131lamad\u0131 veya kimlik do\u011frulama ba\u015far\u0131s\u0131z: {e}\")\n    exit()\n\n
            Tweetlenecek mesajlar\u0131n listesi<\/h2>\ntweet_messages = [\n    \"Bug\u00fcn Python ile harika bir g\u00fcn! #Python\",\n    \"Kod yazmak bir sanatt\u0131r. Yarat\u0131c\u0131l\u0131\u011f\u0131n\u0131z\u0131 kullan\u0131n! #Coding\",\n    \"Otomasyon hayat\u0131 kolayla\u015ft\u0131r\u0131r. Bir Twitterbot denediniz mi? #Twitterbot\",\n    \"Her g\u00fcn yeni bir \u015feyler \u00f6\u011frenmek i\u00e7in harika bir f\u0131rsat! #Learning\",\n    \"Merhaba Twitter! Umar\u0131m g\u00fczel bir g\u00fcn ge\u00e7iriyorsunuzdur.  \",\n    \"Unutmay\u0131n, en iyi kodlar okunabilir olanlard\u0131r. #CleanCode\"\n]\n\ndef send_random_tweet():\n    \"\"\"Rastgele bir mesaj se\u00e7er ve tweet olarak g\u00f6nderir.\"\"\"\n    tweet_text = random.choice(tweet_messages)\n    try:\n        response = client.create_tweet(text=tweet_text)\n        print(f\"[{time.strftime('%Y-%m-%d %H:%M:%S')}] Tweet ba\u015far\u0131yla g\u00f6nderildi: '{tweet_text}' (ID: {response.data['id']})\")\n    except tweepy.TweepyException as e:\n        print(f\"[{time.strftime('%Y-%m-%d %H:%M:%S')}] Tweet g\u00f6nderilirken hata olu\u015ftu: {e}\")\n\nif __name__ == \"__main__\":\n    print(\"Otomatik tweet botu ba\u015flat\u0131l\u0131yor...\")\n    while True:\n        send_random_tweet()\n        # Her 4 saatte bir tweet g\u00f6nder (4  60 dakika <\/em> 60 saniye = 14400 saniye)\n        # Bu s\u00fcreyi Twitter'\u0131n API limitlerini ve spam politikalar\u0131n\u0131 g\u00f6z \u00f6n\u00fcnde bulundurarak ayarlay\u0131n.\n        sleep_duration = 14400 \n        print(f\"Sonraki tweet i\u00e7in {sleep_duration \/ 3600} saat bekleniyor...\")\n        time.sleep(sleep_duration)\n<\/code><\/pre>\n
            Bu bot, tweet_messages<\/code> listesinden rastgele bir mesaj se\u00e7er ve send_random_tweet<\/code> fonksiyonu arac\u0131l\u0131\u011f\u0131yla tweetler. while True<\/code> d\u00f6ng\u00fcs\u00fc, botun s\u00fcrekli \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flar ve time.sleep(sleep_duration)<\/code> ile belirlenen s\u00fcre boyunca bekler. Bu bekleme s\u00fcresi, Twitter’\u0131n API limitlerini a\u015fmamak ve spam olarak alg\u0131lanmamak i\u00e7in \u00f6nemlidir. Ger\u00e7ek bir botta bu s\u00fcre daha uzun tutulabilir veya daha karma\u015f\u0131k bir zamanlama mekanizmas\u0131 (\u00f6rne\u011fin, cron job) kullan\u0131labilir.<\/p>\n
            Daha Karma\u015f\u0131k Bir Bot Olu\u015fturma – \u00d6rnek 2: Yan\u0131t\/Etkile\u015fim Botu<\/h2>\n
            Daha karma\u015f\u0131k bir bot \u00f6rne\u011fi olarak, belirli anahtar kelimeleri i\u00e7eren tweet’leri izleyen ve bunlara otomatik olarak yan\u0131t veren bir etkile\u015fim botu olu\u015ftural\u0131m. Bu bot, daha \u00f6nce i\u015flenmi\u015f tweet’leri tekrar yan\u0131tlamamak i\u00e7in bir mekanizma da i\u00e7erecektir.<\/p>\n
            Kod Yap\u0131s\u0131<\/h3>\n
              \n
            1. API anahtarlar\u0131n\u0131 y\u00fckle ve Tweepy client’\u0131 ba\u015flat.<\/li>\n
            2. \u0130zlenecek anahtar kelimeleri ve verilecek yan\u0131tlar\u0131 tan\u0131mla.<\/li>\n
            3. Daha \u00f6nce i\u015flenmi\u015f tweet ID’lerini saklamak i\u00e7in bir mekanizma (\u00f6rne\u011fin, bir dosya) olu\u015ftur.<\/li>\n
            4. Belirli anahtar kelimeleri i\u00e7eren tweet’leri arayan bir fonksiyon olu\u015ftur.<\/li>\n
            5. Bulunan tweet’lere yan\u0131t veren ve i\u015flenen ID’yi kaydeden bir fonksiyon olu\u015ftur.<\/li>\n
            6. Botun s\u00fcrekli \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flayan bir d\u00f6ng\u00fc olu\u015ftur.<\/li>\n<\/ol>\n
              \u00d6rnek Kod<\/h3>\n
              import tweepy\nimport os\nimport time\nimport json\nfrom dotenv import load_dotenv\n\n
              .env dosyas\u0131n\u0131 y\u00fckle<\/h2>\nload_dotenv()\n\n
              API anahtarlar\u0131n\u0131 al<\/h2>\nbearer_token = os.getenv(\"BEARER_TOKEN\")\nconsumer_key = os.getenv(\"CONSUMER_KEY\")\nconsumer_secret = os.getenv(\"CONSUMER_SECRET\")\naccess_token = os.getenv(\"ACCESS_TOKEN\")\naccess_token_secret = os.getenv(\"ACCESS_TOKEN_SECRET\")\n\n
              Tweepy Client nesnesini ba\u015flat<\/h2>\ntry:\n    client = tweepy.Client(\n        bearer_token,\n        consumer_key,\n        consumer_secret,\n        access_token,\n        access_token_secret\n    )\n    me = client.get_me()\n    my_user_id = me.data.id\n    print(f\"Bot olarak giri\u015f yap\u0131ld\u0131: @{me.data.username} (ID: {my_user_id})\")\nexcept tweepy.TweepyException as e:\n    print(f\"Hata: Tweepy Client ba\u015flat\u0131lamad\u0131 veya kimlik do\u011frulama ba\u015far\u0131s\u0131z: {e}\")\n    exit()\n\n
              \u0130zlenecek anahtar kelimeler ve bunlara verilecek yan\u0131tlar<\/h2>\nkeywords_and_replies = {\n    \"python\": [\"Python harika bir dil! \u00d6\u011frenmeye devam edin.\", \"Python ile neler yapmay\u0131 planl\u0131yorsunuz?\", \"Python d\u00fcnyas\u0131na ho\u015f geldiniz!\"],\n    \"bot\": [\"Bir bot mu ar\u0131yorsunuz? \u0130\u015fte buraday\u0131m!\", \"Botlar hayat\u0131 kolayla\u015ft\u0131r\u0131r, de\u011fil mi?\", \"Ben de bir botum! Merhaba :)\"],\n    \"yard\u0131m\": [\"Yard\u0131ma m\u0131 ihtiyac\u0131n\u0131z var? Belki size yard\u0131mc\u0131 olabilirim.\", \"Nas\u0131l bir yard\u0131m ar\u0131yorsunuz? Detaylar\u0131 payla\u015f\u0131r m\u0131s\u0131n\u0131z?\"],\n    \"tweepy\": [\"Tweepy ile Twitter botu yapmak \u00e7ok kolay!\", \"Tweepy k\u00fct\u00fcphanesi harika bir se\u00e7im.\", \"Tweepy hakk\u0131nda sorunuz mu var?\"]\n}\n\n
              \u0130\u015flenmi\u015f tweet ID'lerini saklamak i\u00e7in dosya<\/h2>\nPROCESSED_TWEETS_FILE = \"processed_tweets.json\"\n\ndef load_processed_tweets():\n    \"\"\"\u0130\u015flenmi\u015f tweet ID'lerini dosyadan y\u00fckler.\"\"\"\n    if os.path.exists(PROCESSED_TWEETS_FILE):\n        with open(PROCESSED_TWEETS_FILE, 'r') as f:\n            return set(json.load(f))\n    return set()\n\ndef save_processed_tweets(processed_tweets):\n    \"\"\"\u0130\u015flenmi\u015f tweet ID'lerini dosyaya kaydeder.\"\"\"\n    with open(PROCESSED_TWEETS_FILE, 'w') as f:\n        json.dump(list(processed_tweets), f)\n\ndef search_and_reply():\n    \"\"\"Belirli anahtar kelimeleri i\u00e7eren tweetleri arar ve yan\u0131tlar.\"\"\"\n    processed_tweets = load_processed_tweets()\n    query = \" OR \".join(keywords_and_replies.keys()) + \" -is:retweet -is:reply lang:tr\" # Retweetleri ve kendi yan\u0131tlar\u0131m\u0131z\u0131 hari\u00e7 tut, T\u00fcrk\u00e7e tweet ara\n\n    print(f\"[{time.strftime('%Y-%m-%d %H:%M:%S')}] Tweetler aran\u0131yor: '{query}'\")\n    \n    try:\n        # Son 100 tweeti ar\u0131yoruz, daha fazla tweet i\u00e7in Paginator kullan\u0131labilir.\n        response = client.search_recent_tweets(query=query, tweet_fields=[\"author_id\"], max_results=100)\n        \n        if response.data:\n            for tweet in response.data:\n                tweet_id = tweet.id\n                tweet_text = tweet.text\n                author_id = tweet.author_id\n\n                # Kendi tweetlerimize yan\u0131t vermemek i\u00e7in\n                if author_id == my_user_id:\n                    continue\n\n                if str(tweet_id) not in processed_tweets:\n                    print(f\"Yeni tweet bulundu (ID: {tweet_id}, Yazar ID: {author_id}): {tweet_text}\")\n                    \n                    # Tweet i\u00e7eri\u011findeki anahtar kelimeleri kontrol et\n                    found_keyword = None\n                    for keyword in keywords_and_replies.keys():\n                        if keyword.lower() in tweet_text.lower():\n                            found_keyword = keyword\n                            break\n                    \n                    if found_keyword:\n                        reply_options = keywords_and_replies[found_keyword]\n                        reply_text = random.choice(reply_options)\n                        \n                        # Yan\u0131t\u0131 tweet'in yazar\u0131n\u0131 etiketleyerek g\u00f6nder\n                        try:\n                            # Orijinal tweet'in yazar\u0131n\u0131n username'ini al\n                            author_response = client.get_user(id=author_id)\n                            author_username = author_response.data.username\n                            \n                            full_reply_text = f\"@{author_username} {reply_text}\"\n                            \n                            reply_response = client.create_tweet(\n                                text=full_reply_text,\n                                in_reply_to_tweet_id=tweet_id\n                            )\n                            print(f\"[{time.strftime('%Y-%m-%d %H:%M:%S')}] Tweet ID {tweet_id} yan\u0131tland\u0131. Yan\u0131t ID: {reply_response.data['id']}\")\n                            processed_tweets.add(str(tweet_id))\n                            save_processed_tweets(processed_tweets)\n                        except tweepy.TweepyException as e:\n                            print(f\"[{time.strftime('%Y-%m-%d %H:%M:%S')}] Yan\u0131t g\u00f6nderilirken hata olu\u015ftu: {e}\")\n                    else:\n                        print(f\"[{time.strftime('%Y-%m-%d %H:%M:%S')}] Anahtar kelime bulunamad\u0131 veya i\u015flenmi\u015f tweet: {tweet_id}\")\n                else:\n                    # print(f\"Tweet ID {tweet_id} zaten i\u015flenmi\u015f, atlan\u0131yor.\")\n                    pass\n        else:\n            print(f\"[{time.strftime('%Y-%m-%d %H:%M:%S')}] Yeni tweet bulunamad\u0131.\")\n            \n    except tweepy.TweepyException as e:\n        print(f\"[{time.strftime('%Y-%m-%d %H:%M:%S')}] Tweet aran\u0131rken hata olu\u015ftu: {e}\")\n\nif __name__ == \"__main__\":\n    print(\"Yan\u0131t\/Etkile\u015fim botu ba\u015flat\u0131l\u0131yor...\")\n    while True:\n        search_and_reply()\n        # Her 5 dakikada bir kontrol et (Twitter API limitlerini g\u00f6z \u00f6n\u00fcnde bulundurun)\n        sleep_duration = 300 \n        print(f\"Sonraki kontrol i\u00e7in {sleep_duration \/ 60} dakika bekleniyor...\")\n        time.sleep(sleep_duration)\n<\/code><\/pre>\n
              Bu bot, keywords_and_replies<\/code> s\u00f6zl\u00fc\u011f\u00fcnde tan\u0131mlanan anahtar kelimeleri i\u00e7eren tweet’leri arar. search_recent_tweets<\/code> metodu ile son tweet’leri \u00e7eker. Her yeni tweet i\u00e7in, i\u00e7eri\u011finde bir anahtar kelime olup olmad\u0131\u011f\u0131n\u0131 kontrol eder. E\u011fer bir anahtar kelime bulunursa, ilgili anahtar kelimeye atanm\u0131\u015f yan\u0131t listesinden rastgele bir yan\u0131t se\u00e7er ve orijinal tweet’i yazar\u0131n\u0131 etiketleyerek yan\u0131tlar. processed_tweets.json<\/code> dosyas\u0131, botun daha \u00f6nce yan\u0131tlad\u0131\u011f\u0131 tweet’lerin ID’lerini saklayarak ayn\u0131 tweet’e birden fazla yan\u0131t vermesini engeller. time.sleep<\/code> fonksiyonu, API limitlerini a\u015fmamak ve Twitter’\u0131n otomasyon politikalar\u0131na uymak i\u00e7in botun belirli aral\u0131klarla \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flar.<\/p>\n
              Geli\u015fmi\u015f Konular ve En \u0130yi Uygulamalar<\/h2>\n
              Bir Twitterbot geli\u015ftirirken ve onu \u00e7al\u0131\u015f\u0131r durumda tutarken dikkate alman\u0131z gereken baz\u0131 geli\u015fmi\u015f konular ve en iyi uygulamalar bulunmaktad\u0131r.<\/p>\n
              Hata Y\u00f6netimi (Error Handling)<\/h3>\n
              API \u00e7a\u011fr\u0131lar\u0131 s\u0131ras\u0131nda a\u011f sorunlar\u0131, API limitlerine tak\u0131lma veya ge\u00e7ersiz parametreler gibi \u00e7e\u015fitli hatalar olu\u015fabilir. Botunuzun kararl\u0131 bir \u015fekilde \u00e7al\u0131\u015fmas\u0131 i\u00e7in bu hatalar\u0131 uygun \u015fekilde y\u00f6netmeniz \u00f6nemlidir. Python’daki try-except<\/code> bloklar\u0131 bu ama\u00e7la kullan\u0131l\u0131r.<\/p>\n
              try:\n    response = client.create_tweet(text=\"Deneme tweeti\")\n    print(\"Tweet g\u00f6nderildi.\")\nexcept tweepy.TooManyRequests as e:\n    print(f\"API limitine tak\u0131ld\u0131: {e}. Bir s\u00fcre bekleniyor...\")\n    time.sleep(60 * 15) # 15 dakika bekle\nexcept tweepy.TweepyException as e:\n    print(f\"Bir hata olu\u015ftu: {e}\")\nexcept Exception as e:\n    print(f\"Beklenmedik bir hata olu\u015ftu: {e}\")<\/code><\/pre>\n
              Tweepy, farkl\u0131 hata t\u00fcrleri i\u00e7in \u00f6zel istisnalar (\u00f6rne\u011fin tweepy.TooManyRequests<\/code> API limitleri i\u00e7in) sa\u011flar. Bu istisnalar\u0131 yakalayarak botunuzun davran\u0131\u015f\u0131n\u0131 buna g\u00f6re ayarlayabilirsiniz.<\/p>\n
              API Limitleri<\/h3>\n
              Twitter API’sinin, belirli zaman dilimlerinde yapabilece\u011finiz istek say\u0131s\u0131n\u0131 s\u0131n\u0131rlayan kat\u0131 limitleri vard\u0131r. Bu limitler, her API endpoint’i i\u00e7in farkl\u0131l\u0131k g\u00f6sterebilir (\u00f6rne\u011fin, tweet arama, tweet g\u00f6nderme, kullan\u0131c\u0131 bilgisi \u00e7ekme). Limitleri a\u015fmak, botunuzun ge\u00e7ici olarak engellenmesine neden olabilir. Botunuzu tasarlarken ve \u00e7al\u0131\u015ft\u0131r\u0131rken bu limitleri g\u00f6z \u00f6n\u00fcnde bulundurmal\u0131s\u0131n\u0131z. Tweepy, API limit bilgilerine eri\u015fmenizi sa\u011flayan mekanizmalar sunar. Genellikle, her API \u00e7a\u011fr\u0131s\u0131ndan sonra bir miktar beklemek (time.sleep<\/code>) veya API limitlerini kontrol ederek \u00e7a\u011fr\u0131lar\u0131 ertelemek iyi bir stratejidir.<\/p>\n
              Veri Saklama (State Management)<\/h3>\n
              Botunuzun durumunu (\u00f6rne\u011fin, son i\u015flenen tweet ID’si, takip edilen kullan\u0131c\u0131lar listesi) saklamas\u0131 gerekebilir. Bu, botunuzun her yeniden ba\u015flat\u0131ld\u0131\u011f\u0131nda kald\u0131\u011f\u0131 yerden devam etmesini sa\u011flar ve tekrar eden i\u015flemlerden ka\u00e7\u0131n\u0131r. Basit botlar i\u00e7in JSON veya metin dosyalar\u0131 kullan\u0131labilirken, daha karma\u015f\u0131k botlar i\u00e7in SQLite gibi hafif bir veritaban\u0131 veya bulut tabanl\u0131 bir veritaban\u0131 \u00e7\u00f6z\u00fcm\u00fc tercih edilebilir.<\/p>\n
              # processed_tweets.json \u00f6rne\u011fi, veri saklama i\u00e7in basit bir y\u00f6ntemdir.\n
              Daha geli\u015fmi\u015f botlar i\u00e7in SQLite veya PostgreSQL gibi veritabanlar\u0131 kullan\u0131labilir.<\/code><\/pre>\n<\/h2>\n
              Da\u011f\u0131t\u0131m (Deployment)<\/h3>\n
              Botunuzun 24\/7 \u00e7al\u0131\u015fmas\u0131n\u0131 istiyorsan\u0131z, onu yerel bilgisayar\u0131n\u0131zdan ba\u015fka bir ortama da\u011f\u0131tman\u0131z gerekir. Pop\u00fcler da\u011f\u0131t\u0131m se\u00e7enekleri \u015funlard\u0131r:<\/p>\n
                \n
              • Bulut Platformlar\u0131:<\/strong> Heroku, AWS EC2, Google Cloud Platform veya Azure gibi bulut servisleri, botunuzu bar\u0131nd\u0131rmak i\u00e7in g\u00fc\u00e7l\u00fc ve \u00f6l\u00e7eklenebilir \u00e7\u00f6z\u00fcmler sunar.<\/li>\n
              • VPS (Sanal \u00d6zel Sunucu):<\/strong> DijitalOcean, Linode gibi sa\u011flay\u0131c\u0131lardan bir VPS kiralayarak kendi sunucunuzu kurabilir ve botunuzu burada \u00e7al\u0131\u015ft\u0131rabilirsiniz.<\/li>\n
              • PythonAnywhere:<\/strong> Python projeleri i\u00e7in \u00f6zel olarak tasarlanm\u0131\u015f, kullan\u0131m\u0131 kolay bir web hosting platformudur.<\/li>\n
              • Cron Jobs (Linux\/macOS):<\/strong> E\u011fer bir Linux veya macOS sunucunuz varsa, cron<\/code> kullanarak botunuzun belirli aral\u0131klarla otomatik olarak \u00e7al\u0131\u015fmas\u0131n\u0131 sa\u011flayabilirsiniz.<\/li>\n<\/ul>\n
                G\u00fcvenlik<\/h3>\n
                API anahtarlar\u0131n\u0131z\u0131 ve belirte\u00e7lerinizi g\u00fcvende tutmak en \u00f6nemli g\u00fcvenlik \u00f6nceli\u011fidir. Daha \u00f6nce bahsetti\u011fimiz .env<\/code> dosyas\u0131 ve ortam de\u011fi\u015fkenleri kullanmak, bu bilgileri kodunuzdan ay\u0131rman\u0131n ve versiyon kontrol sistemlerine (Git gibi) yanl\u0131\u015fl\u0131kla y\u00fcklemeyi \u00f6nlemenin en iyi yoludur.<\/p>\n
                Twitter Politikalar\u0131na Uyum<\/h3>\n
                Botunuzun Twitter taraf\u0131ndan ask\u0131ya al\u0131nmas\u0131n\u0131 \u00f6nlemek i\u00e7in, Twitter’\u0131n otomasyon politikalar\u0131n\u0131 dikkatlice okuyun ve bunlara uyun. Botunuzun amac\u0131n\u0131 ve nas\u0131l \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 a\u00e7\u0131k\u00e7a belirtin, spam yapmaktan ka\u00e7\u0131n\u0131n ve kullan\u0131c\u0131 deneyimini olumsuz etkileyecek davran\u0131\u015flardan uzak durun. Her zaman botunuzun bir insan taraf\u0131ndan denetlenebilir oldu\u011fundan ve etik kurallara uydu\u011fundan emin olun.<\/p>\n
                Sonu\u00e7<\/h2>\n
                Bu makalede, Python 3 ve Tweepy k\u00fct\u00fcphanesini kullanarak kendi Twitterbot’unuzu nas\u0131l olu\u015fturaca\u011f\u0131n\u0131z\u0131 kapsaml\u0131 bir \u015fekilde inceledik. Twitter Geli\u015ftirici Hesab\u0131 olu\u015fturmaktan, API anahtarlar\u0131n\u0131 almaya, Python ortam\u0131n\u0131z\u0131 haz\u0131rlamaya ve temel Tweepy komutlar\u0131n\u0131 kullanmaya kadar ad\u0131m ad\u0131m ilerledik. Ayr\u0131ca, otomatik tweet atan ve belirli tweet’lere yan\u0131t veren iki \u00f6rnek bot olu\u015fturarak \u00f6\u011frendiklerimizi peki\u015ftirdik.<\/p>\n
                Bir Twitterbot olu\u015fturmak, sadece teknik bir beceri de\u011fil, ayn\u0131 zamanda yarat\u0131c\u0131l\u0131\u011f\u0131n\u0131z\u0131 ve otomasyon anlay\u0131\u015f\u0131n\u0131z\u0131 geli\u015ftiren bir s\u00fcre\u00e7tir. Botunuzu tasarlarken amac\u0131n\u0131, hedef kitlesini ve Twitter’\u0131n etik kurallar\u0131n\u0131 her zaman g\u00f6z \u00f6n\u00fcnde bulundurman\u0131z, ba\u015far\u0131l\u0131 ve s\u00fcrd\u00fcr\u00fclebilir bir proje i\u00e7in kritik \u00f6neme sahiptir. API limitlerini a\u015fmamaya, hata y\u00f6netimini do\u011fru yapmaya ve hassas bilgilerinizi g\u00fcvende tutmaya \u00f6zen g\u00f6sterin.<\/p>\n
                Art\u0131k temel bilgilere sahip oldu\u011funuza g\u00f6re, kendi yarat\u0131c\u0131 bot fikirlerinizi hayata ge\u00e7irmek i\u00e7in iyi bir ba\u015flang\u0131\u00e7 noktas\u0131ndas\u0131n\u0131z. Botunuzu daha da geli\u015ftirmek i\u00e7in Tweepy’nin di\u011fer \u00f6zelliklerini ke\u015ffedebilir, daha karma\u015f\u0131k algoritmalar uygulayabilir veya botunuzu harici veri kaynaklar\u0131yla entegre edebilirsiniz. Unutmay\u0131n, pratik yapmak ve denemek, \u00f6\u011frenme s\u00fcrecinin en \u00f6nemli par\u00e7as\u0131d\u0131r. Sorumlu ve yenilik\u00e7i botlar geli\u015ftirerek Twitter platformuna de\u011fer katmaya devam edin!<\/p>\n
                <\/body><\/p>\n","protected":false},"excerpt":{"rendered":"Python 3 ve Tweepy K\u00fct\u00fcphanesi ile Bir Twitterbot Nas\u0131l Olu\u015fturulur?\nSosyal medya platformlar\u0131, g\u00fcn\u00fcm\u00fcz dijital d\u00fcnyas\u0131n\u0131n vazge\u00e7ilmez b","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":[1403],"tags":[],"class_list":{"0":"post-34495","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-python","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nPython 3 ve Tweepy K\u00fct\u00fcphanesi ile Bir Twitterbot Nas\u0131l Olu\u015fturulur? - Kodlar\u0131n Gizemli D\u00fcnyas\u0131<\/title>\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-3-ve-tweepy-kutuphanesi-ile-bir-twitterbot-nasil-olusturulur\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python 3 ve Tweepy K\u00fct\u00fcphanesi ile Bir Twitterbot Nas\u0131l Olu\u015fturulur?\" \/>\n<meta property=\"og:description\" content=\"Python 3 ve Tweepy K\u00fct\u00fcphanesi ile Bir Twitterbot Nas\u0131l Olu\u015fturulur? 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