Scrape Google Play Store App

Data extracted from the given scripts:

• Basic app info + 40 comments.
• All comments.

This repository is for Scrape Google Play Store App results in Python and Scrape All Google Play App Reviews in Python blog posts at SerpApi with step-by-step explanation process.

This is not a complete solution (bypassing blocks, etc). There's exists a complete third-party solutions like Python google-play-scraper without any external dependencies, and JavaScript google-play-scraper. which you might like better.

This repo and blog posts is for someone who's looking to learn and/or build something on their own by adding thing on top of it since it's a simple scripts and migh tbe easier than addining things to the package.

Example output from basic info:

{
  "basic_info": {
    "developer": {
      "name": "Nintendo Co., Ltd.",
      "url": "https://supermariorun.com/",
      "email": "supermariorun-support@nintendo.co.jp"
    },
    "downloads_info": {
      "long_form_not_formatted": "100,000,000+",
      "long_form_formatted": "100000000",
      "as_displayed_short_form": "100M+",
      "actual_downloads": "211560819"
    },
    "name": "Super Mario Run",
    "type": "SoftwareApplication",
    "url": "https://play.google.com/store/apps/details/Super_Mario_Run?id=com.nintendo.zara&hl=en_GB&gl=US",
    "description": "Control Mario with just a tap!",
    "application_category": "GAME_ACTION",
    "operating_system": "ANDROID",
    "thumbnail": "https://play-lh.googleusercontent.com/3ZKfMRp_QrdN-LzsZTbXdXBH-LS1iykSg9ikNq_8T2ppc92ltNbFxS-tORxw2-6kGA",
    "content_rating": "Everyone",
    "rating": 4.0,
    "reviews": "1643139",
    "price": "0",
    "release_date": "22 Mar 2017",
    "images": [
      "https://play-lh.googleusercontent.com/yT8ZCQHNB_MGT9Oc6mC5_mQS5vZ-5A4fvKQHHOl9NBy8yWGbM5-EFG_uISOXmypBYQ6G",
      "https://play-lh.googleusercontent.com/AvRrlEpV8TCryInAnA__FcXqDu5d3i-XrUp8acW2LNmzkU-rFXkAKgmJPA_4AHbNjyY",
      "https://play-lh.googleusercontent.com/AESbAa4QFa9-lVJY0vmAWyq2GXysv5VYtpPuDizOQn40jS9Z_ji8HXHA5hnOIzaf_w",
      "https://play-lh.googleusercontent.com/KOCWy63UI2p7Fc65_X5gnIHsErEt7gpuKoD-KcvpGfRSHp-4k8YBGyPPopnrNQpdiQ",
      "https://play-lh.googleusercontent.com/iDJagD2rKMJ92hNUi5WS2S_mQ6IrKkz6-G8c_zHNU9Ck8XMrZZP-1S_KkDsA6KDJ9No",
      "https://play-lh.googleusercontent.com/QsdO8Pn6qxvfAi4es7uicI-xB21dPN3s8SBfmnuXPjFftdXCuugxis7CDJbAkQ_pzA",
      "https://play-lh.googleusercontent.com/oEIUG3KTnijbe5TH3HO3NMAF5Ai8LkIAtKOO__TduDq4wOzGQA2PzZlBJg2C4mURDR8",
      "https://play-lh.googleusercontent.com/BErkwcIVa4ldoVL56EvGWTQJ2nPu-Y6EFeAS4dfK7l0CufebWdrRC9CduHqNwysPYf8",
      "https://play-lh.googleusercontent.com/cw86ny78mbNHVRDLlhw1fxVbZxiYFC7yYDRY3Nt2dnRGihRhxo1eOy4IjrSVVzKW9Is",
      "https://play-lh.googleusercontent.com/Kx0gmRSH582Te-BeTo-C87f3hl-2sf7DRaWso3qZ46p9PZ97socE6FuK09vzebVF8AA",
      "https://play-lh.googleusercontent.com/OJhOUUZjTUw4e3EEbPlZnuKdmUIGdLSSwUgb5ygPfiO0h1SeHIl3s_L7R8xBDLVnjPU",
      "https://play-lh.googleusercontent.com/Z0Ggjrocxk7SRTAhFCL6ZEc04eCAdI09Xf08Th7dfn_ViIBrK7E8Bd1p3Lfi-pjiLLWz",
      "https://play-lh.googleusercontent.com/pn58u5DpcUNOgE4NOQc4jFJaFyR3EaiO0YWlekYdQmBV3Q6jrF_ioX78gbtH2eZTTA",
      "https://play-lh.googleusercontent.com/EItdRRArK4yI7LPArgKOhwTrcALMSFS41F49dOuX6c8a7XPw20WNfSiDrE7ZnIbTRME",
      "https://play-lh.googleusercontent.com/xDFJgEfAPeGcfk72Nfe9jE-7oDyMDYtucW4W0mYh3vV8YgMb2T91BQ1do1r_8fU-Sw",
      "https://play-lh.googleusercontent.com/Bn6SFuIjgL8CLHTB6C7t_Dv7MCGwAxh8OIV7z-gKhNpJtxss2Vqwl_50HdHFUyoet7s",
      "https://play-lh.googleusercontent.com/eEKSdZPf7yo-WWcb9tGLQ-O17XVbd02rGREHwWC79JDOgVZFTaWmi0s1vg2H4Mn51hI",
      "https://play-lh.googleusercontent.com/vlOYHPoi3AwQuAEAuWi1pu37cnxObDelQ5xQQP3ojAmptiJbBereG8Ugvlp_vihDS9c",
      "https://play-lh.googleusercontent.com/2PuQ1L2sE0opnEG9AywzAzNBIV0sZo1y1ftrJ518oPwgjtUJ6iUrKskgn8DWRClFQnM",
      "https://play-lh.googleusercontent.com/TvcAspZw7Tc1CQV3DJrzPL_I4sACQhvNhDqB90r9yiYfAnPOUk8gi1fFcT1NdAsKG_l-",
      "https://play-lh.googleusercontent.com/vpt0r-PxWy2ea8xvuPSg0cn3iNXrS1v6pCFzWSPOane0lkDcfIGoSTvhiFz_en4CePI",
      "https://play-lh.googleusercontent.com/3ZKfMRp_QrdN-LzsZTbXdXBH-LS1iykSg9ikNq_8T2ppc92ltNbFxS-tORxw2-6kGA",
      "https://play-lh.googleusercontent.com/iTZtyWYr4T-slu1nifgRqEhtMLmxcNagc2rDAyiWntDQWCVLlGR7rDvx0uK6z-zLujwv",
      "https://play-lh.googleusercontent.com/iTZtyWYr4T-slu1nifgRqEhtMLmxcNagc2rDAyiWntDQWCVLlGR7rDvx0uK6z-zLujwv"
    ],
    "video_trailer": "https://play-games.googleusercontent.com/vp/mp4/1280x720/qjHSn4GwQWY.mp4"
  },
  "user_comments": [
    {
      "user_avatar": "https://play-lh.googleusercontent.com/EGemoI2NTXmTsBVtJqk8jxF9rh8ApRWfsIMQSt2uE4OcpQqbFu7f7NbTK05lx80nuSijCz7sc3a277R67g",
      "user_rating": "3",
      "user_comment": "Now, while I love the Mario Series, I will say that I am not the biggest fan of this game. When playing Remix 10, I found that the screen lagged for seemingly no reason, which threw me off plenty of times. The level design also seems pretty bland and just the same old settings you see over and over again. Overall I feel like this was just another cash grab from Nintendo, not to mention you actually need to PAY to unlock the rest of the game. But other than that, it looks decent graphic-wise."
    }, ... other comments
    {
      "user_avatar": "https://play-lh.googleusercontent.com/EGemoI2NTXmTsBVtJqk8jxF9rh8ApRWfsIMQSt2uE4OcpQqbFu7f7NbTK05lx80nuSijCz7sc3a277R67g",
      "user_rating": "2",
      "user_comment": "Too many tutorials that dont even let you play until 5 minutes of tapping the screen. Then after only a few levels you have to pay for the rest of them. Nintendo makes so much money you\\'d think they could make a game that allowed you to pay to remove ads, not pay to play the game you installed in the first place. But when you aren\\'t being forcefed tutorials for a game you won\\'t play that long anyway, the gameplay is actually pretty fun and challenging. Those are the only pros."
    }
  ]
}

Example output from all comments:

[
  {
    "position": 1,
    "user_name": "JazzTripp",
    "user_avatar": "https://play-lh.googleusercontent.com/a-/ACNPEu8THUUDL3yzcd0bHSDRR4OegOWLmfbFi70On0HbRg",
    "user_comment": "This app takes a bit if getting used to at first, but the catalogue is extensive, and most bar codes and isbn numbers can be used to autofill a good chuck of a collection. I personally use this app for manga, and while its only correct about 70% of the time, its still easy to update and change as you see fit. The 'add to core' option makes me feel like im actually helping out the app, so i add data whenever i can. Keep up the good work guys!",
    "comment_likes": "20",
    "app_rating": "5",
    "comment_date": "May 06, 2022",
    "developer_comment": null
  }, ... other results
  {
    "position": 875,
    "user_name": "Originalbigguy",
    "user_avatar": "https://play-lh.googleusercontent.com/a/ALm5wu3dYTOHvlG8SUqgyTbRnjv9I49JtxgySY-RwTJU=s64-rw-mo",
    "user_comment": "Not free",
    "comment_likes": null,
    "app_rating": "1",
    "comment_date": "9 April 2021",
    "developer_comment": {
      "dev_title": "Collectorz.com",
      "dev_comment": "The app is never advertised as free anywhere. The app information clearly states this is a paid subscription app.\n",
      "dev_comment_date": "10 April 2021"
    }
  }
]